Maryellen L. Giger
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Researcher at University of Chicago, Department of Radiology, Chicago, USA
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Why Is Maryellen L. Giger Influential?
(Suggest an Edit or Addition)According to Wikipedia, Maryellen L. Giger, is an American physicist and radiologist who has made significant contributions to the field of medical imaging. Giger co-founded Quantitative Insights, Inc., whose product QuantX is the first FDA-cleared, machine-learning driven system to aid in cancer diagnosis. This makes her the first inventor to successfully develop a system that automatically detects patterns from past cases and outputs a diagnosis on cancer that is equal if not more credible than a doctor's. The technology is currently evolving to detect other medical conditions beside the definitive breast cancer. Her AI research in breast cancer for risk assessment, diagnosis, prognosis and therapeutic response has yielded various translated components, and she has used these “virtual biopsies” in imaging-genomics association studies. She has extended her AI in medical imaging research to include the analysis of COVID-19 on CT and chest radiographs.
Maryellen L. Giger's Published Works
Number of citations in a given year to any of this author's works
Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author
Published Works
- Artificial intelligence in cancer imaging: Clinical challenges and applications (2019) (689)
- Artificial neural networks in mammography: application to decision making in the diagnosis of breast cancer. (1993) (451)
- Deep learning in medical imaging and radiation therapy. (2018) (449)
- Computerized detection of pulmonary nodules on CT scans. (1999) (418)
- Digital mammographic tumor classification using transfer learning from deep convolutional neural networks (2016) (399)
- Improving breast cancer diagnosis with computer-aided diagnosis. (1999) (368)
- MR Imaging Radiomics Signatures for Predicting the Risk of Breast Cancer Recurrence as Given by Research Versions of MammaPrint, Oncotype DX, and PAM50 Gene Assays. (2016) (354)
- Anniversary paper: History and status of CAD and quantitative image analysis: the role of Medical Physics and AAPM. (2008) (316)
- Volumetric texture analysis of breast lesions on contrast‐enhanced magnetic resonance images (2007) (311)
- Preliminary evaluation of an (1993) (298)
- Automated seeded lesion segmentation on digital mammograms (1998) (297)
- A Fuzzy C-Means (FCM)-Based Approach for Computerized Segmentation of Breast Lesions in Dynamic Contrast-Enhanced MR Images1 (2006) (289)
- Lung cancer: performance of automated lung nodule detection applied to cancers missed in a CT screening program. (2002) (286)
- Automated detection of lung nodules in CT scans: preliminary results. (2001) (284)
- Image feature analysis and computer-aided diagnosis in digital radiography. 3. Automated detection of nodules in peripheral lung fields. (1988) (276)
- A deep feature fusion methodology for breast cancer diagnosis demonstrated on three imaging modality datasets (2017) (266)
- Quantitative MRI radiomics in the prediction of molecular classifications of breast cancer subtypes in the TCGA/TCIA data set (2016) (260)
- Quantitative analysis of multiparametric prostate MR images: differentiation between prostate cancer and normal tissue and correlation with Gleason score--a computer-aided diagnosis development study. (2013) (248)
- Malignant and benign clustered microcalcifications: automated feature analysis and classification. (1996) (245)
- Machine Learning in Medical Imaging. (2018) (240)
- Computer-Aided Diagnosis in Medical Imaging (2001) (239)
- A fuzzy c-means (FCM)-based approach for computerized segmentation of breast lesions in dynamic contrast-enhanced MR images. (2006) (238)
- Computerized Detection of Pulmonary Nodules in Computed Tomography Images (1994) (233)
- Computerized detection of masses in digital mammograms: analysis of bilateral subtraction images. (1991) (227)
- Automatic identification and classification of characteristic kinetic curves of breast lesions on DCE-MRI. (2006) (224)
- Computerized diagnosis of breast lesions on ultrasound. (2002) (222)
- Digital image subtraction of temporally sequential chest images for detection of interval change. (1994) (219)
- Analysis of spiculation in the computerized classification of mammographic masses. (1995) (214)
- Computerized lesion detection on breast ultrasound. (2002) (212)
- Computer vision and artificial intelligence in mammography. (1994) (210)
- Investigation of basic imaging properties in digital radiography. 2. Noise Wiener spectrum. (1984) (207)
- Computerized analysis of breast lesions in three dimensions using dynamic magnetic-resonance imaging. (1998) (201)
- Automated computerized classification of malignant and benign masses on digitized mammograms. (1998) (198)
- Breast image analysis for risk assessment, detection, diagnosis, and treatment of cancer. (2013) (193)
- Automatic segmentation of liver structure in CT images. (1993) (193)
- Computerized interpretation of breast MRI: investigation of enhancement-variance dynamics. (2004) (192)
- Investigation of basic imaging properties in digital radiography. I. Modulation transfer function. (1984) (192)
- Cancerous breast lesions on dynamic contrast-enhanced MR images: computerized characterization for image-based prognostic markers. (2010) (191)
- Automatic segmentation of breast lesions on ultrasound. (2001) (190)
- Multifractal radiographic analysis of osteoporosis. (1994) (185)
- Computerized detection of clustered microcalcifications in digital mammograms using a shift-invariant artificial neural network. (1994) (177)
- Computerized detection of masses in digital mammograms: automated alignment of breast images and its effect on bilateral-subtraction technique. (1994) (175)
- Computerized detection of clustered microcalcifications in digital mammograms: applications of artificial neural networks. (1992) (169)
- Development of an improved CAD scheme for automated detection of lung nodules in digital chest images. (1997) (169)
- Cell Distance Mapping Identifies Functional T Follicular Helper Cells in Inflamed Human Renal Tissue (2014) (153)
- Breast cancer: effectiveness of computer-aided diagnosis observer study with independent database of mammograms. (2002) (153)
- Data compression: effect on diagnostic accuracy in digital chest radiography. (1991) (150)
- Effect of case selection on the performance of computer-aided detection schemes. (1994) (149)
- Computer-aided diagnosis of breast lesions in medical images (2000) (141)
- Potential usefulness of an artificial neural network for differential diagnosis of interstitial lung diseases: pilot study. (1990) (140)
- Quantitative imaging biomarkers: A review of statistical methods for computer algorithm comparisons (2014) (139)
- Automated segmentation of digitized mammograms. (1995) (136)
- Deciphering Genomic Underpinnings of Quantitative MRI-based Radiomic Phenotypes of Invasive Breast Carcinoma (2015) (135)
- An improved shift-invariant artificial neural network for computerized detection of clustered microcalcifications in digital mammograms. (1996) (131)
- Computerized analysis of digitized mammograms of BRCA1 and BRCA2 gene mutation carriers. (2002) (127)
- Pulmonary nodules: computer-aided detection in digital chest images. (1990) (126)
- Computerized detection and classification of cancer on breast ultrasound. (2004) (124)
- Exploring nonlinear feature space dimension reduction and data representation in breast Cadx with Laplacian eigenmaps and t-SNE. (2009) (123)
- Prediction of clinical phenotypes in invasive breast carcinomas from the integration of radiomics and genomics data (2015) (121)
- Computerized radiographic analysis of osteoporosis: preliminary evaluation. (1993) (119)
- Ideal observer approximation using Bayesian classification neural networks (2001) (115)
- An improved computer-assisted diagnostic scheme using wavelet transform for detecting clustered microcalcifications in digital mammograms. (1996) (114)
- Computerized analysis of mammographic parenchymal patterns for assessing breast cancer risk: effect of ROI size and location. (2004) (114)
- Investigation of basic imaging properties in digital radiography. 6. MTFs of II-TV digital imaging systems. (1985) (113)
- Comparison of bilateral-subtraction and single-image processing techniques in the computerized detection of mammographic masses. (1993) (112)
- A dual-stage method for lesion segmentation on digital mammograms. (2007) (109)
- Classification of breast lesions with multimodality computer-aided diagnosis: observer study results on an independent clinical data set. (2006) (107)
- Computerized mass detection for digital breast tomosynthesis directly from the projection images. (2006) (103)
- Automated lung segmentation in digitized posteroanterior chest radiographs. (1998) (103)
- Computerized texture analysis of mammographic parenchymal patterns of digitized mammograms (2004) (103)
- Image feature analysis of false-positive diagnoses produced by automated detection of lung nodules. (1992) (101)
- Computerized detection of pulmonary nodules in digital chest images: use of morphological filters in reducing false-positive detections. (1990) (101)
- Performance of Computer-Aided Diagnosis in the Interpretation of Lesions on Breast Sonography (2004) (96)
- Computer-aided detection and diagnosis of breast cancer. (2000) (95)
- Fractal analysis of mammographic parenchymal patterns in breast cancer risk assessment. (2007) (95)
- Computerized analysis of images in the detection and diagnosis of breast cancer. (2004) (94)
- Computerized analysis of mammographic parenchymal patterns for breast cancer risk assessment: feature selection. (2000) (92)
- Quantitative imaging test approval and biomarker qualification: interrelated but distinct activities. (2011) (88)
- PROSTATEx Challenges for computerized classification of prostate lesions from multiparametric magnetic resonance images (2018) (88)
- Computerized Texture Analysis of Mammographic Parenchymal Patterns of Digitized Mammograms1 (2005) (86)
- A deep learning methodology for improved breast cancer diagnosis using multiparametric MRI (2020) (83)
- Computer-aided detection of clustered microcalcifications on digital mammograms (1995) (83)
- Automated Breast Ultrasound in Breast Cancer Screening of Women With Dense Breasts: Reader Study of Mammography-Negative and Mammography-Positive Cancers. (2016) (83)
- Artificial intelligence in the interpretation of breast cancer on MRI (2020) (82)
- Computerized analysis of multiple-mammographic views: potential usefulness of special view mammograms in computer-aided diagnosis (2001) (82)
- LUNGx Challenge for computerized lung nodule classification (2016) (81)
- Investigation of methods for the computerized detection and analysis of mammographic masses (1990) (81)
- Computerized classification of benign and malignant masses on digitized mammograms: a study of robustness. (2000) (80)
- Validation of quantitative analysis of multiparametric prostate MR images for prostate cancer detection and aggressiveness assessment: a cross-imager study. (2014) (76)
- Measurement of the presampling modulation transfer function of film digitizers using a curve fitting technique. (1990) (74)
- Image processing and computer-aided diagnosis. (1996) (73)
- DCEMRI of breast lesions: Is kinetic analysis equally effective for both mass and nonmass-like enhancement? (2008) (73)
- Digital chest radiography: effect on diagnostic accuracy of hard copy, conventional video, and reversed gray scale video display formats. (1988) (72)
- Computerized analysis of lesions in US images of the breast. (1999) (72)
- Investigation of basic imaging properties in digital radiography. 7. Noise Wiener spectra of II-TV digital imaging systems. (1986) (72)
- Computer-aided detection of clustered microcalcifications: an improved method for grouping detected signals. (1993) (71)
- Transfer Learning From Convolutional Neural Networks for Computer-Aided Diagnosis: A Comparison of Digital Breast Tomosynthesis and Full-Field Digital Mammography. (2019) (70)
- Digital Radiography (1993) (69)
- Robustness of computerized lesion detection and classification scheme across different breast US platforms. (2005) (67)
- Computer-Aided Diagnosis in Mammography (2000) (67)
- Computerized analysis of shadowing on breast ultrasound for improved lesion detection. (2003) (65)
- MO-DE-207B-06: Computer-Aided Diagnosis of Breast Ultrasound Images Using Transfer Learning From Deep Convolutional Neural Networks. (2016) (64)
- An "intelligent" workstation for computer-aided diagnosis. (1993) (63)
- Use of clinical MRI maximum intensity projections for improved breast lesion classification with deep convolutional neural networks (2018) (63)
- Investigation of basic imaging properties in digital radiography. 9. Effect of displayed grey levels on signal detection. (1986) (63)
- Evaluating imaging and computer-aided detection and diagnosis devices at the FDA. (2012) (62)
- Feature selection with limited datasets. (1999) (62)
- Breast image feature learning with adaptive deconvolutional networks (2012) (62)
- Multimodality computer-aided breast cancer diagnosis with FFDM and DCE-MRI. (2010) (61)
- Computerized characterization of mammographic masses: analysis of spiculation. (1994) (61)
- Deep learning in breast cancer risk assessment: evaluation of convolutional neural networks on a clinical dataset of full-field digital mammograms (2017) (60)
- Optimizing wavelet transform based on supervised learning for detection of microcalcifications in digital mammograms (1995) (59)
- Using computer‐extracted image phenotypes from tumors on breast magnetic resonance imaging to predict breast cancer pathologic stage (2016) (58)
- Variation in algorithm implementation across radiomics software (2018) (56)
- Computer-aided detection and diagnosis of masses and clustered microcalcifications from digital mammograms (1993) (56)
- Artificial Intelligence: reshaping the practice of radiological sciences in the 21st century. (2020) (55)
- Power Spectral Analysis of Mammographic Parenchymal Patterns for Breast Cancer Risk Assessment (2008) (55)
- Radiographic texture analysis of densitometer-generated calcaneus images differentiates postmenopausal women with and without fractures (2006) (55)
- Evaluating the EM algorithm for image processing using a human visual fidelity criterion (1991) (54)
- Density correction of peripheral breast tissue on digital mammograms. (1996) (52)
- Computer-aided diagnosis in chest radiology. (1990) (52)
- Most-enhancing tumor volume by MRI radiomics predicts recurrence-free survival “early on” in neoadjuvant treatment of breast cancer (2018) (51)
- Computer-aided diagnosis in radiology. (2002) (51)
- Computer-Aided Diagnosis (2008) (51)
- Digital Mammography in Breast Cancer: Additive Value of Radiomics of Breast Parenchyma. (2019) (50)
- Breast US computer-aided diagnosis workstation: performance with a large clinical diagnostic population. (2008) (49)
- Multimodality computerized diagnosis of breast lesions using mammography and sonography. (2005) (49)
- Potential usefulness of computerized nodule detection in screening programs for lung cancer. (1992) (48)
- Computer-aided diagnosis: development of automated schemes for quantitative analysis of radiographic images. (1992) (47)
- Computerized assessment of breast lesion malignancy using DCE-MRI robustness study on two independent clinical datasets from two manufacturers. (2010) (47)
- Investigation of basic imaging properties in digital radiography. 3. Effect of pixel size on SNR and threshold contrast. (1985) (46)
- Intelligent CAD workstation for breast imaging using similarity to known lesions and multiple visual prompt aids (2002) (46)
- A fuzzy c-means (FCM) based algorithm for intensity inhomogeneity correction and segmentation of MR images (2004) (46)
- Radiogenomics of breast cancer using dynamic contrast enhanced MRI and gene expression profiling (2019) (45)
- Normal parenchymal enhancement patterns in women undergoing MR screening of the breast (2011) (43)
- Investigation of basic imaging properties in digital radiography. 13. Effect of simple structured noise on the detectability of simulated stenotic lesions. (1989) (41)
- Automated Method for Improving System Performance of Computer-Aided Diagnosis in Breast Ultrasound (2009) (41)
- Computerized Analysis of Mammographic Parenchymal Patterns on a Large Clinical Dataset of Full-Field Digital Mammograms: Robustness Study with Two High-Risk Datasets (2012) (40)
- Computerized scheme for the detection of pulmonary nodules. A nonlinear filtering technique. (1992) (40)
- Computerized Detection of Mass Lesions in Digital Breast Tomosynthesis Images Using Two- and Three Dimensional Radial Gradient Index Segmentation (2004) (40)
- Feature selection and classifiers for the computerized detection of mass lesions in digital mammography (1997) (39)
- Comparison of Breast MRI Tumor Classification Using Human-Engineered Radiomics, Transfer Learning From Deep Convolutional Neural Networks, and Fusion Method (2020) (39)
- Computer-aided detection of clustered microcalcifications (1992) (39)
- Comparison of imaging properties of a computed radiography system and screen-film systems. (1991) (39)
- Basic imaging properties of a large image intensifier-TV digital chest radiographic system. (1987) (38)
- Evaluation of computer-aided diagnosis on a large clinical full-field digital mammographic dataset. (2008) (38)
- Combined use of T2‐weighted MRI and T1‐weighted dynamic contrast–enhanced MRI in the automated analysis of breast lesions (2011) (38)
- Performance of breast ultrasound computer-aided diagnosis: dependence on image selection. (2008) (38)
- Computerized three-class classification of MRI-based prognostic markers for breast cancer (2011) (37)
- Estimating three-class ideal observer decision variables for computerized detection and classification of mammographic mass lesions. (2003) (37)
- Effect of dominant features on neural network performance in the classification of mammographic lesions. (1999) (37)
- Characterization of bone quality using computer-extracted radiographic features. (1999) (37)
- Biomedical Imaging Research Opportunities Workshop II: report and recommendations. (2003) (36)
- Relationships between computer-extracted mammographic texture pattern features and BRCA1/2mutation status: a cross-sectional study (2014) (36)
- Additive Benefit of Radiomics Over Size Alone in the Distinction Between Benign Lesions and Luminal A Cancers on a Large Clinical Breast MRI Dataset. (2019) (36)
- LUNGx Challenge for computerized lung nodule classification: reflections and lessons learned. (2015) (33)
- Computer aided diagnosis of breast cancer on mammograms (1997) (33)
- Comparison of breast DCE-MRI contrast time points for predicting response to neoadjuvant chemotherapy using deep convolutional neural network features with transfer learning (2017) (33)
- Computerized detection of mammographic lesions: performance of artificial neural network with enhanced feature extraction (1995) (32)
- Combined Benefit of Quantitative Three-Compartment Breast Image Analysis and Mammography Radiomics in the Classification of Breast Masses in a Clinical Data Set. (2019) (32)
- Three-dimensional approach to lung nodule detection in helical CT (1999) (31)
- Computer-Aided Diagnosis in Chest Radiography: Preliminary Experience (1993) (31)
- Relationships between computer-extracted mammographic texture pattern features and BRCA1/2mutation status: a cross-sectional study (2014) (31)
- Computerized detection of clustered microcalcifications: evaluation of performance on mammograms from multiple centers. (1995) (30)
- Comparison of radiographic texture analysis from computed radiography and bone densitometry systems. (2004) (30)
- Automated lung segmentation in digital lateral chest radiographs. (1998) (30)
- Evaluation of imaging properties of a laser film digitizer. (1992) (30)
- Breast US computer-aided diagnosis system: robustness across urban populations in South Korea and the United States. (2009) (30)
- Breast MRI radiomics: comparison of computer- and human-extracted imaging phenotypes (2017) (30)
- Computerized detection of breast cancer on automated breast ultrasound imaging of women with dense breasts. (2013) (30)
- Investigation of basic imaging properties in digital radiography. 5. Characteristic curves of II-TV digital systems. (1986) (30)
- Comparative analysis of image-based phenotypes of mammographic density and parenchymal patterns in distinguishing between BRCA1/2 cases, unilateral cancer cases, and controls (2014) (29)
- Independent validation of machine learning in diagnosing breast Cancer on magnetic resonance imaging within a single institution (2019) (29)
- A study of T2-weighted MR image texture features and diffusion-weighted MR image features for computer-aided diagnosis of prostate cancer (2013) (29)
- SU-D-207B-06: Predicting Breast Cancer Malignancy On DCE-MRI Data Using Pre-Trained Convolutional Neural Networks. (2016) (29)
- Using quantitative image analysis to classify axillary lymph nodes on breast MRI: a new application for the Z 0011 Era. (2015) (28)
- Investigation of regularized neural networks for the computerized detection of mass lesions in digital mammograms (1997) (28)
- Investigation of basic imaging properties in digital radiography. 8. Detection of simulated low-contrast objects in digital subtraction angiographic images. (1986) (28)
- Potential of computer‐aided diagnosis of high spectral and spatial resolution (HiSS) MRI in the classification of breast lesions (2014) (27)
- Computerized Detection Of Lung Nodules In Digital Chest Radiographs (1987) (27)
- Computerized radiographic texture measures for characterizing bone strength: a simulated clinical setup using femoral neck specimens. (1999) (27)
- Initial experience with a prototype clinical intelligent mammography workstation for computer-aided diagnosis (1995) (26)
- Update on the potential of computer-aided diagnosis for breast cancer. (2010) (26)
- Computerized detection of abnormal asymmetry in digital chest radiographs. (1994) (25)
- Quantifying in situ adaptive immune cell cognate interactions in humans (2019) (24)
- Investigation of basic imaging properties in digital radiography 10. Structure mottle of II-TV digital imaging systems. (1986) (24)
- Prevalence scaling: applications to an intelligent workstation for the diagnosis of breast cancer. (2008) (24)
- A review of explainable and interpretable AI with applications in COVID‐19 imaging (2021) (24)
- Bcl‐2 as a Therapeutic Target in Human Tubulointerstitial Inflammation (2016) (24)
- Evaluation of clinical breast MR imaging performed with prototype computer-aided diagnosis breast MR imaging workstation: reader study. (2011) (24)
- Level Set Segmentation of Breast Masses in Contrast-Enhanced Dedicated Breast CT and Evaluation of Stopping Criteria (2014) (23)
- Pilot study demonstrating potential association between breast cancer image-based risk phenotypes and genomic biomarkers. (2014) (23)
- Computer-aided diagnosis in digital mammography (1993) (23)
- Direct comparison of conventional and computed radiography with a dual-image recording technique. (1991) (23)
- Radiographic Texture Analysis of Densitometric Calcaneal Images: Relationship to Clinical Characteristics and to Bone Fragility (2009) (23)
- Effect of pixel size on detectability of low-contrast signals in digital radiography. (1987) (22)
- Development of a smart workstation for use in mammography (1991) (22)
- Application of the EM algorithm to radiographic images. (1992) (22)
- Development of a high quality film duplication system using a laser digitizer: comparison with computed radiography. (1993) (22)
- Computerized analysis of radiographic bone patterns: effect of imaging conditions on performance. (2000) (22)
- Segmentation of breast masses on dedicated breast computed tomography and three-dimensional breast ultrasound images (2014) (21)
- Breast MRI radiomics for the pretreatment prediction of response to neoadjuvant chemotherapy in node-positive breast cancer patients (2019) (21)
- Harmonization of radiomic features of breast lesions across international DCE-MRI datasets (2020) (21)
- Computerized delineation and analysis of costophrenic angles in digital chest radiographs. (1998) (21)
- Computerized scheme for the detection of pulmonary nodules (1989) (21)
- Biomedical Imaging Research Opportunities Workshop: report and recommendations overview of the workshop. (2003) (20)
- Investigation of basic imaging properties in digital radiography. 12. Effect of matrix configuration on spatial resolution. (1988) (20)
- Results of an Observer Study with an Intelligent Mammographic Workstation for CAD (2003) (19)
- Correlative feature analysis on FFDM. (2008) (19)
- Method of extracting signal area and signal thickness of microcalcifications from digital mammograms (1992) (19)
- Improved Classification of Benign and Malignant Breast Lesions Using Deep Feature Maximum Intensity Projection MRI in Breast Cancer Diagnosis Using Dynamic Contrast-enhanced MRI. (2021) (19)
- Potential effect of different radiologist reporting methods on studies showing benefit of CAD. (2008) (18)
- Mammographic quantitative image analysis and biologic image composition for breast lesion characterization and classification. (2014) (18)
- Reduction of false positives in computerized detection of lung nodules in chest radiographs using artificial neural networks, discriminant analysis, and a rule-based scheme (1994) (18)
- Automated detection of pulmonary nodules in helical computed tomography images of the thorax (1998) (18)
- Special Section Guest Editorial:Radiomics and Imaging Genomics: Quantitative Imaging for Precision Medicine (2015) (18)
- Breast lesion classification based on dynamic contrast-enhanced magnetic resonance images sequences with long short-term memory networks. (2018) (17)
- Radiomics robustness assessment and classification evaluation: A two-stage method demonstrated on multivendor FFDM. (2019) (17)
- Signal/background separation by wavelet packets for detection of microcalcifications in mammograms (1996) (17)
- Interreader scoring variability in an observer study using dual-modality imaging for breast cancer detection in women with dense breasts. (2013) (17)
- Radiologically Guided Placement of Mushroom-retained Gastrostomy Catheters: Long-term Outcomes of Use in 300 Patients at a Single Center. (2015) (17)
- Computer-aided diagnosis scheme for detecting pulmonary nodules using wavelet transform (1995) (16)
- Portable chest radiography techniques and teleradiology. (1996) (16)
- Neural network approach for differential diagnosis of interstitial lung diseases (1990) (16)
- Clinical experience with an advanced laser digitizer for cost-effective digital radiography. (1993) (16)
- Computer Vision and Decision Support (1997) (16)
- Quantitative texture analysis: robustness of radiomics across two digital mammography manufacturers’ systems (2017) (16)
- Computer-aided diagnosis in medical imaging : proceedings of the First International Workshop on Computer-Aided Diagnosis, Chicago, U.S.A., 20-23 September 1998 (1999) (16)
- Medical imaging and computers in the diagnosis of breast cancer (2014) (15)
- Residual analysis of the water resonance signal in breast lesions imaged with high spectral and spatial resolution (HiSS) MRI: a pilot study. (2014) (15)
- Automated detection of mass lesions in dedicated breast CT: a preliminary study. (2012) (15)
- Digital radiographic imaging system with multiple-slit scanning x-ray beam: preliminary report. (1986) (15)
- Evaluation of a 3D lesion segmentation algorithm on DBT and breast CT images (2010) (15)
- Evaluation of an automated segmentation method based on performances of an automated classification method (2000) (14)
- Update on the potential role of CAD in radiologic interpretations: are we making progress?. (2005) (14)
- Ethics and professionalism in medical physics: a survey of AAPM members. (2013) (14)
- Analysis of a three-dimensional lung nodule detection method for thoracic CT scans (2000) (14)
- Normalized BMD as a predictor of bone strength. (2000) (14)
- Repeatability in computer-aided diagnosis: application to breast cancer diagnosis on sonography. (2010) (14)
- Enhancement of breast CADx with unlabeled data. (2010) (13)
- Feature-based characterization of motion-contaminated calcified plaques in cardiac multidetector CT. (2007) (13)
- Radiomics methodology for breast cancer diagnosis using multiparametric magnetic resonance imaging (2020) (13)
- Application of artificial neural networks in mammography for the diagnosis of breast cancer (1992) (13)
- Quantitative ultrasound image analysis of axillary lymph node status in breast cancer patients (2013) (13)
- Recurrent neural networks for breast lesion classification based on DCE-MRIs (2018) (13)
- Performance comparison of deep learning and segmentation-based radiomic methods in the task of distinguishing benign and malignant breast lesions on DCE-MRI (2017) (13)
- Correlative feature analysis of FFDM images (2008) (13)
- SU-D-BRA-02: Radiomics of Multi-Parametric Breast MRI in Breast Cancer Diagnosis: A Quantitative Investigation of Diffusion Weighted Imaging, Dynamic Contrast-Enhanced, and T2-Weighted Magnetic Resonance Imaging (2015) (12)
- Region-of-interest reconstruction of motion-contaminated data using a weighted backprojection filtration algorithm. (2006) (12)
- Digitized film radiography. (1989) (12)
- Evaluating deep learning techniques for dynamic contrast-enhanced MRI in the diagnosis of breast cancer (2019) (12)
- Temporal radiographic texture analysis in the detection of periprosthetic osteolysis. (2007) (12)
- Repeatability in computer-aided diagnosis: Application to breast cancer diagnosis on sonography. (2010) (12)
- Reproducibility and sources of variability in radiographic texture analysis of densitometric calcaneal images. (2008) (11)
- Automated registration of ventilation-perfusion images with digital chest radiographs. (1997) (11)
- Breast density estimation from high spectral and spatial resolution MRI (2016) (11)
- Prospective Testing of a Clinical Mammography Workstation for CAD: Analysis of the First 10, 000 Cases (1998) (11)
- Biomedical Imaging Research Opportunities Workshop: report and recommendations. (2003) (10)
- Advances in tumor imaging. (1996) (10)
- Role of standard and soft tissue chest radiography images in COVID-19 diagnosis using deep learning (2021) (10)
- Computerized lung nodule detection: comparison of performance for low-dose and standard-dose helical CT scans (2001) (10)
- Medical Imaging 2009: Computer-aided Diagnosis (2009) (10)
- Enhancement of breast CADx with unlabeled dataa). (2010) (10)
- Lessons learned in transitioning to AI in the medical imaging of COVID-19 (2021) (10)
- Special Section Guest Editorial: Radiomics and Deep Learning (2018) (10)
- Medical Imaging 2008: Computer-Aided Diagnosis (2008) (10)
- Clinical Artificial Intelligence Applications: Breast Imaging. (2021) (10)
- A Novel Hybrid Linear/Nonlinear Classifier for Two-Class Classification: Theory, Algorithm, and Applications (2010) (10)
- Computerized assessment of motion-contaminated calcified plaques in cardiac multidetector CT. (2007) (10)
- Correlative Analysis of FFDM and DCE-MRI for Improved Breast CADx (2012) (10)
- Dynamic and static phantoms for evaluation of digital subtraction angiographic systems. (1985) (10)
- Investigation of physical image quality indices of a bone densitometry system. (2004) (9)
- Automatic 3D lesion segmentation on breast ultrasound images (2013) (9)
- Network output visualization to uncover limitations of deep learning detection of pneumothorax (2020) (9)
- Quantitative performance evaluation of the EM algorithm applied to radiographic images (1991) (9)
- Relationships Between Human-Extracted MRI Tumor Phenotypes of Breast Cancer and Clinical Prognostic Indicators Including Receptor Status and Molecular Subtype. (2019) (9)
- Specific in situ inflammatory states associate with progression to renal failure in lupus nephritis (2022) (9)
- Adaptive feature analysis of false positives for computerized detection of lung nodules in digital chest images (1997) (9)
- Characterization of the mammographic appearance of microcalcifications: applications in computer-aided diagnosis (1993) (9)
- Fast bilateral breast coverage with high spectral and spatial resolution (HiSS) MRI at 3T (2017) (9)
- Manganese‐enhanced MRI detection of impaired calcium regulation in a mouse model of cardiac hypertrophy (2015) (9)
- Artificial Intelligence and Cellular Segmentation in Tissue Microscopy Images. (2021) (9)
- Simulation studies of data classification by artificial neural networks: Potential applications in medical imaging and decision making (1993) (9)
- Tailoring steroids in the treatment of COVID-19 pneumonia assisted by CT scans: three case reports (2020) (9)
- Computerized detection of masses in digital mammograms: Investigation of feature-analysis techniques (1994) (9)
- Adaptation and evaluation of JPEG-based compression for radiographic images (1993) (8)
- Quantifying the effects of biopsy fixation and staining panel design on automatic instance segmentation of immune cells in human lupus nephritis (2021) (8)
- Opportunities and challenges to utilization of quantitative imaging: Report of the AAPM practical big data workshop. (2018) (8)
- Prognostic value of pre-treatment CT texture analysis in combination with change in size of the primary tumor in response to induction chemotherapy for HPV-positive oropharyngeal squamous cell carcinoma. (2019) (8)
- Transfer learning with convolutional neural networks for lesion classification on clinical breast tomosynthesis (2018) (8)
- Robustness of radiomic breast features of benign lesions and luminal A cancers across MR magnet strengths (2018) (8)
- Deep learning and three-compartment breast imaging in breast cancer diagnosis (2017) (8)
- Comparing Mask R-CNN and U-Net architectures for robust automatic segmentation of immune cells in immunofluorescence images of Lupus Nephritis biopsies (2021) (8)
- Radiographic texture analysis in the characterization of trabecular patterns in periprosthetic osteolysis. (2008) (8)
- Computerized detection and characterization of mass lesions in digital mammography (1992) (8)
- Assessment of diagnostic image quality of computed tomography (CT) images of the lung using deep learning (2018) (8)
- The effect of image quality on the appearance of lesions on breast ultrasound: implications for CADx (2007) (8)
- Impact of lesion segmentation metrics on computer-aided diagnosis/detection in breast computed tomography (2014) (8)
- Analysis of false-positive microcalcification clusters identified by a mammographic computer-aided detection scheme (1994) (8)
- Joint feature selection and classification using a Bayesian neural network with automatic relevance determination priors: potential use in CAD of medical imaging (2007) (7)
- Computer-aided diagnosis: analysis of mammographic parenchymal patterns and classification of masses on digitized mammograms (1998) (7)
- Deep learning predicts breast cancer recurrence in analysis of consecutive MRIs acquired during the course of neoadjuvant chemotherapy (2020) (7)
- Computerized detection and 3-way classification of breast lesions on ultrasound images (2004) (7)
- A scaling transformation for classifier output based on likelihood ratio: applications to a CAD workstation for diagnosis of breast cancer. (2012) (7)
- Artificial neural networks in breast cancer diagnosis: merging of computer-extracted features from breast images (1999) (7)
- Automated mesenchymal stem cell segmentation and machine learning-based phenotype classification using morphometric and textural analysis (2021) (7)
- Detection of lung nodules in digital chest radiographs using artificial neural networks: A pilot study (1995) (7)
- Cascaded deep transfer learning on thoracic CT in COVID-19 patients treated with steroids (2020) (7)
- Fuzzy c-means segmentation of major vessels in angiographic images of stroke (2018) (7)
- Computerized assessment of tumor extent in contrast-enhanced MR images of the breast (2004) (7)
- Comparison of barbed versus conventional sutures for wound closure of radiologically implanted chest ports. (2014) (6)
- Clinical significance of noncalcified lung nodules in patients with breast cancer (2016) (6)
- A reconstruction-independent method for computerized mass detection in digital tomosynthesis images of the breast (2004) (6)
- Multiobjective genetic optimization of diagnostic classifiers used in the computerized detection of mass lesions in mammography (2000) (6)
- Preliminary assessment of dispersion versus absorption analysis of high spectral and spatial resolution magnetic resonance images in the diagnosis of breast cancer (2015) (6)
- Detection and classification of coronary artery calcifications in low dose thoracic CT using deep learning (2019) (6)
- Automated detection of spiculated lesions and architectural distortions in digitized mammograms (1995) (6)
- Identifying Corresponding Lesions from CC and MLO Views Via Correlative Feature Analysis (2008) (6)
- Comparison of Computerized Image Analyses for Digitized Screen-Film Mammograms and Full-Field Digital Mammography Images (2006) (6)
- Comparison of 2D and 3D U-Net breast lesion segmentations on DCE-MRI (2021) (6)
- Research imaging in an academic medical center. (2012) (6)
- TU-AB-BRA-08: Radiomics in the Analysis of Breast Cancer Heterogeneity On DCE-MRI (2015) (6)
- Mammographic feature analysis of clustered microcalcifications for classification of breast cancer and benign breast diseases (1994) (6)
- Principal component analysis, classifier complexity, and robustness of sonographic breast lesion classification (2009) (6)
- Machine Learning for Early Detection of Hypoxic-Ischemic Brain Injury After Cardiac Arrest (2021) (6)
- Repeatability profiles towards consistent sensitivity and specificity levels for machine learning on breast DCE-MRI (2020) (6)
- Computerized detection and classification of lesions on breast ultrasound (2003) (6)
- Analysis of Results in a Large Clinical Series of Computer-Aided Diagnosis in Chest Radiography (1993) (6)
- Medical imaging of COVID-19 (2021) (6)
- User interface optimization in a radiography display console (1992) (6)
- Performance of CADx on a Large Clinical Database of FFDM Images (2008) (6)
- Relative effects of resolution and quantization on the quality of compressed medical images (1994) (6)
- Computerized Detection of Lung Nodules (2002) (5)
- Long-term results of microcoil embolization for colonic haemorrhage: how common is rebleeding? (2015) (5)
- Investigation of new filtering schemes for computerized detection of lung nodules (1991) (5)
- Improved instance segmentation of immune cells in human lupus nephritis biopsies with Mask R-CNN (2020) (5)
- Optimizing feature selection across a multimodality database in computerized classification of breast lesions (2002) (5)
- Dual-Lumen Chest Port Infection Rates in Patients with Head and Neck Cancer (2015) (5)
- A multi-scale 3D radial gradient filter for computerized mass detection in digital tomosynthesis breast images (2005) (5)
- Role of standard and soft tissue chest radiography images in deep-learning-based early diagnosis of COVID-19 (2021) (5)
- Automated identification of temporal pattern with high initial enhancement in dynamic MR lesions using fuzzy c-means algorithm (2004) (5)
- Computerized Analysis of Digitized Mammograms of Women with Low Breast Cancer Risk and of BRCA1/BRCA2 Gene-Mutation Carriers (1998) (5)
- Computer-Aided Diagnosis of Digital Mammography and Ultrasound Images of Breast Mass Lesions (1998) (5)
- Image Feature Analysis of False-Positives Produced by an Automated Computerized Scheme for the Detection of Putmonary Nodules in Digital Chest Radiographs (1992) (5)
- Computerized breast parenchymal analysis on DCE-MRI (2009) (5)
- TU‐CD‐BRB‐07: Identification of Associations Between Radiologist‐Annotated Imaging Features and Genomic Alterations in Breast Invasive Carcinoma, a TCGA Phenotype Research Group Study (2015) (5)
- Quantitative breast MRI radiomics for cancer risk assessment and the monitoring of high-risk populations (2016) (5)
- A machine-learning algorithm for distinguishing malignant from benign indeterminate thyroid nodules using ultrasound radiomic features (2022) (5)
- A Framework for Evaluating the Technical Performance of Multiparameter Quantitative Imaging Biomarkers (mp-QIBs). (2022) (5)
- Multi-Stage Harmonization for Robust AI across Breast MR Databases (2021) (5)
- TU-D-330A-01: Computerized Lesion Detection On Breast MR Images (2006) (5)
- Quantitative MRI Phenotyping of Breast Cancer across Molecular Classification Subtypes (2014) (5)
- Effect Of Quantization On Digitized Noise And Detection Of Low-Contrast Objects (1986) (5)
- Automated feature extraction and classification of breast lesions in magnetic resonance images (1998) (5)
- Image-Processing Techniques Used In The Computer-Aided Detection Of Radiographic Lesions In Anatomic Background (1988) (5)
- TU-AB-BRA-07: Radiomics of Breast Cancer: A Robustness Study (2015) (4)
- Current status and future direction of computer-aided diagnosis in chest CT (2001) (4)
- Variations in algorithm implementation among quantitative texture analysis software packages (2018) (4)
- PROGRESS IN BREAST CADx (2007) (4)
- Investigation of temporal radiographic texture analysis for the detection of periprosthetic osteolysis (2006) (4)
- Past, Present, and Future of Machine Learning and Artificial Intelligence for Breast Cancer Screening (2022) (4)
- Can computer-aided diagnosis (CAD) help radiologists find mammographically missed screening cancers? (2001) (4)
- Chord-based image reconstruction from clinical projection data (2008) (4)
- Transfer Learning in 4D for Breast Cancer Diagnosis using Dynamic Contrast-Enhanced Magnetic Resonance Imaging (2019) (4)
- Computers aid diagnosis of breast abnormalities. (1993) (4)
- Effects of image preprocessing/resizing on diagnostic quality of compressed medical images [chest radiographs application] (1995) (4)
- Computerized analysis of sonograms for the detection of breast lesions (2002) (4)
- Level Set Breast Mass Segmentation in Contrast-Enhanced and Non-Contrast-Enhanced Breast CT (2012) (4)
- Impact of imprinted labels on deep learning classification of AP and PA thoracic radiographs (2019) (4)
- Potential usefulness of digital imaging in clinical diagnostic radiology: Computer-aided diagnosis (1995) (4)
- Breast MRI radiomics for the pre-treatment prediction of response to neoadjuvant chemotherapy in node-positive breast cancer patients (2019) (4)
- Calibration Procedure of Three Component Mammographic Breast Imaging (2016) (4)
- Radiomics and deep learning of diffusion-weighted MRI in the diagnosis of breast cancer (2019) (4)
- Effect of biopsy on the MRI radiomics classification of benign lesions and luminal A cancers (2018) (4)
- Moonshot Acceleration Factor: Medical Imaging. (2017) (3)
- Radiomics and Deep Learning (2018) (3)
- Evaluation of stopping criteria for level set segmentation of breast masses in contrast-enhanced dedicated breast CT (2012) (3)
- Temporal mammographic registration for evaluation of architecture changes in cancer risk assessment (2019) (3)
- Energy Dependence of Water and Lipid Calibration Materials for Three-Compartment Breast Imaging (2016) (3)
- Computerized assessment of coronary calcified plaques in CT images of a dynamic cardiac phantom (2008) (3)
- Sequestration of imaging studies in MIDRC: a multi-institutional data commons (2022) (3)
- Case-based repeatability of machine learning classification performance on breast MRI (2020) (3)
- Computer-aided diagnosis of lesions on multimodality images of the breast (2001) (3)
- Instance segmentation of immune cells in human lupus nephritis using deep learning: comparing performance on sample preparation and staining panels (2020) (3)
- Computer vision system for the detection and characterization of masses for use in mammographic screening programs (1991) (3)
- SU-E-J-248: Contributions of Tumor and Stroma Phenotyping in Computer-Aided Diagnosis (2015) (3)
- A two-stage method for lesion segmentation on digital mammograms (2006) (3)
- AI/Machine Learning in Medical Imaging (2021) (3)
- Performance of Triple-Modality CADx on Breast Cancer Diagnostic Classification (2010) (3)
- Automated Detection of Skin Thickening in Mammograms (1993) (3)
- Deep learning in breast cancer risk assessment: evaluation of fine-tuned convolutional neural networks on a clinical dataset of FFDMs (2018) (3)
- Investigation of Calcified Coronary Plaque Tracking in Cardiac CT (2006) (3)
- Automated registration of frontal and lateral radionuclide lung scans with digital chest radiographs. (2000) (3)
- Automatic selection of region of interest for radiographic texture analysis (2007) (3)
- Deep convolutional neural networks in the classification of dual-energy thoracic radiographic views for efficient workflow: analysis on over 6500 clinical radiographs (2020) (3)
- Re: effectiveness of computer-aided detection in community mammography practice. (2012) (3)
- Validation of Mammographic Texture Analysis for Assessment of Breast Cancer Risk (2010) (3)
- Case-based diagnostic classification repeatability using radiomic features extracted from full-field digital mammography images of breast lesions (2021) (3)
- SU-F-R-26: Prognostic Radiomics of Breast Cancer On DCE and DWI MR Images. (2016) (3)
- Deep learning for pneumothorax detection and localization using networks fine-tuned with multiple institutional datasets (2020) (3)
- Imputation methods for temporal radiographic texture analysis in the detection of periprosthetic osteolysis (2007) (3)
- Comparison of BI-RADS Lesion Descriptors and Computer-Extracted Image Features for Automated Classification of Malignant and Benign Breast Lesions (2003) (3)
- Effect of case mix on feature selection in the computerized classification of mammographic lesions (2002) (3)
- Computerized detection of mammographic masses in digital breast tomosynthesis images using radial gradient index filtering (2004) (3)
- Comparison of rule-based and artificial neural network approaches for improving the automated detection of clustered microcalcifications in mammograms (1995) (3)
- A NEURAL NETWORK APPROACH FOR DIFFERENTIAL DIAGNOSIS OF INTERSTITIAL LUNG DISEASES (1990) (3)
- Artificial intelligence and interpretations in breast cancer imaging (2021) (3)
- Investigation of using bone texture analysis on bone densitometry images (2002) (3)
- TU-CD-BRB-03: Radiomics Investigation in the Distinction Between in Situ and Invasive Breast Cancers (2015) (3)
- Criteria for the translation of radiomics into clinically useful tests (2022) (3)
- Effect of biopsy on the MRI radiomics classification of benign lesions and luminal A cancers (2019) (2)
- Computerized method for evaluating diagnostic image quality of calcified plaque images in cardiac CT: Validation on a physical dynamic cardiac phantom. (2010) (2)
- Volumetric texture analysis of DCE-MR images of the breast using gray-level co-occurrence matrix method (2006) (2)
- Three-dimensional visualization of the liver from computed-tomography data (1990) (2)
- Correlation of lesions from multiple images for CAD (2004) (2)
- Compositional Three-Component Breast Imaging of Fibroadenoma and Invasive Cancer Lesions: Pilot Study (2014) (2)
- Cascade of U-Nets in the detection and classification of coronary artery calcium in thoracic low-dose CT (2020) (2)
- Development of Digital Processing Techniques for Computer-Aided Diagnosis in Radiographic Images (1993) (2)
- Visualization of liver in 3-D (1991) (2)
- Hybrid linear classifier for jointly normal data: theory (2008) (2)
- Power spectral analysis of mammographic parenchymal patterns (2006) (2)
- An image database management system for conducting CAD research (2007) (2)
- Artificial Intelligence in Medical Imaging (2021) (2)
- Utilization Of Digital Image Data For Computer-aided Diagnosis (1989) (2)
- Development of a digital duplication system for portable chest radiographs (1994) (2)
- Analysis of computer-aided diagnosis on radiologists' performance using an independent database (2001) (2)
- Robustness of radiomic features of benign breast lesions and hormone receptor positive/HER2-negative cancers across DCE-MR magnet strengths. (2021) (2)
- Bayesian ANN estimates of three-class ideal observer decision variables for classification of mammographic masses (2003) (2)
- Computerized self-assessment of automated lesion segmentation in breast ultrasound: implication for CADx applied to findings in the axilla (2008) (2)
- Managing class imbalance and differential staining of immune cell populations in multi-class instance segmentation of multiplexed immunofluorescence images of Lupus Nephritis biopsies (2021) (2)
- Computerized method for evaluating diagnostic image quality of calcified plaque images in cardiac CT: validation on a physical dynamic cardiac phantom. (2010) (2)
- Three compartment breast machine learning model for improving computer-aided detection (2020) (2)
- Exploring deep parametric embeddings for breast CADx (2011) (2)
- Report from the RSNA COVID-19 Task Force: COVID-19 Impact on Academic Radiology Research—A Survey of Vice Chairs of Research (2021) (2)
- Enhanced detection of oral dysplasia by structured illumination fluorescence lifetime imaging microscopy (2021) (2)
- Repeatability and classifier bias in computer-aided diagnosis for breast ultrasound (2010) (2)
- TU‐CD‐BRB‐06: Deciphering Genomic Underpinnings of Quantitative MRI‐Based Radiomic Phenotypes of Invasive Breast Carcinoma (2015) (2)
- Computer-vision schemes for lung and breast cancer detection (1993) (2)
- Comparison of diagnostic performances, case-based repeatability, and operating sensitivity and specificity in classification of breast lesions using DCE-MRI (2021) (2)
- Effect of variable gain on computerized texture analysis on digitalized mammograms (2010) (2)
- Computerized image analysis of cell-cell interactions in human renal tissue by using multi-channel immunoflourescent confocal microscopy (2012) (2)
- Benefits of Computer-Aided Diagnosis (CAD) in Mammographic Diagnosis of Malignant and Benign Clustered Microcalcifications (1998) (2)
- Computerized analysis of abnormal asymmetry in digital chest radiographs: Evaluation of potential utility (1999) (1)
- TU‐D‐330A‐03: Comparison of Image Segmentation Algorithms On Digitized Mammograms and FFDM Images for CAD (2006) (1)
- SU‐GG‐I‐149: Preliminary Study of the Accuracy of An Automated Segmentation Algorithm for Sonographic Breast Lesions Across Different Patient Populations (2008) (1)
- Introduction to the LUNGx Challenge. (2015) (1)
- Effectiveness of evaluating tumor vascularization using 3 D power Doppler ultrasound with high-definition flow technology in the prediction of the response to neoadjuvant chemotherapy for T 2 breast cancer : a preliminary report (2015) (1)
- Temporal assessment of radiomic features on clinical mammography in a high-risk population (2018) (1)
- Evaluation of radiographs developed by a new ultrarapid film processing system. (1990) (1)
- WE‐C‐332‐07: Comparison of Image Segmentation Methods On Classification Performance of FFDM CAD (2008) (1)
- Computerized analysis of mammographic parenchymal patterns using fractal analysis (2003) (1)
- SU-E-I-45: The Human Imaging Research Office (HIRO): Advancing the Role of Imaging in Clinical Research (2011) (1)
- Digital Processing Of Medical Images For Computer-Aided Diagnosis (1989) (1)
- Simultaneous segmentation and classification of multichannel immuno-fluorescently labeled confocal microscopy images using deep convolutional neural networks (2018) (1)
- Front Matter: Volume 6514 (2007) (1)
- Breast cancer (2019) (1)
- Using three-class BANN classifier in the automated analysis of breast cancer lesions in DCE-MRI (2009) (1)
- A novel strategy for segmentation of magnetic resonance (MR) images corrupted by intensity inhomogeneity artifacts (2006) (1)
- Outlook of the future landscape of artificial intelligence in medicine and new challenges (2021) (1)
- Medical Imaging 2007: Computer-Aided Diagnosis (2007) (1)
- WE‐C‐I‐609‐05: Temporal Radiographic Texture Analysis for the Detection of Periprosthetic Osteolysis (2005) (1)
- Improvement of classification performance using harmonization across field strength of radiomic features extracted from DCE-MR images of the breast (2020) (1)
- TU-C-12A-06: Computerized Analysis of Diffusion-Weighted Images in Breast Cancer Diagnosis. (2014) (1)
- Identification, segmentation, and characterization of microcalcifications on mammography (2016) (1)
- Preliminary evaluation of an "intelligent" mammography workstation (1993) (1)
- Evaluation of emphysema on thoracic low-dose CTs through attention-based multiple instance deep learning (2023) (1)
- Evaluation of basic imaging properties of a new digital chest system (1990) (1)
- Suppression of motion-induced streak artifacts along chords in fan-beam BPF-reconstructions of motion-contaminated projection data (2006) (1)
- MO-FG-207B-00: State-of-the-Art in Radiomics in Radiology and Radiation Oncology. (2016) (1)
- Artificial Intelligence in Chest Radiology: Computer-aided Detection and Quantitation of Disease (1989) (1)
- Construction of A Digital Fetus Library for Radiation Dosimetry. (2022) (1)
- Incorporation of clinical data into a computerized method for the assessment of mammographic breast lesions (2000) (1)
- Performance metric curve analysis framework to assess impact of the decision variable threshold, disease prevalence, and dataset variability in two-class classification (2022) (1)
- Robustness Studies of Ultrasound CADx in Breast Cancer Diagnosis (2012) (1)
- Front Matter: Volume 6915 (2008) (1)
- A multiobjective approach to optimizing computerized detection schemes (1998) (1)
- Morphological cell image analysis for real-time monitoring of stem cell culture (2019) (1)
- Future Perspectives: CAD to Quantitative Image Biomarkers, Phenotypes, and Imaging Genomics (2015) (1)
- OP0136 BCL-2 As a Potential Therapeutic Target in Human Lupus Tubulointerstitial Inflammation (2015) (1)
- Computerized Analysis of MR and Ultrasound Images of Breast Lesions (2000) (1)
- AAPM meeting 2001, Salt Lake City, Utah CE: Mammography 4: Update on Computer-Aided Diagnosis in Mammography Handout* (2001) (1)
- THU0374 Use and Validation of Cell Distance Mapping (CDM) in Studying the Pathogenesis of Tubulointerstitial Inflammation in Human Lupus Nephritis (2015) (1)
- Application and generalizability of U-Net segmentation of immune cells in inflamed tissue (2021) (1)
- Motion compensated reconstructions of calcified coronary plaques in cardiac CT (2007) (1)
- Computer-aided assessment of cardiac computed tomographic images (2007) (1)
- Three-dimensional reconstruction of liver from 2-D tomographic slices (1991) (1)
- Deep learning in computer-aided diagnosis incorporating mammographic characteristics of both tumor and parenchyma stroma (2018) (1)
- Advancing Research on Medical Image Perception by Strengthening Multidisciplinary Collaboration. (2022) (1)
- Radiomics for ultrafast dynamic contrast-enhanced breast MRI in the diagnosis of breast cancer: a pilot study (2018) (1)
- Novel integration of radiomics and deep transfer learning for diagnosis of indeterminate thyroid nodules on ultrasound (2023) (0)
- Dual-energy three compartment breast imaging (3CB) for novel compositional biomarkers to improve detection of malignant lesions (2021) (0)
- Comment on “Machine Learning for Early Detection of Hypoxic-Ischemic Brain Injury After Cardiac Arrest” Submitted by Noah Salomon Molinski et al. (2022) (0)
- The automated method and system for medical image segmentation (1994) (0)
- SU-GG-I-03: Self-Assessment as a Strategy to Improve Performance of Computer-Aided Diagnosis in Breast Ultrasound (2008) (0)
- SU‐EE‐A2‐02: Efficient Automatic Pre‐Selection of Mass Lesion Candidates in DBT Breast Volumes (2005) (0)
- Case-based repeatability and operating point variability of AI: breast lesion classification based on deep transfer learning (2022) (0)
- Erratum to: Detection of lung nodules in digital chest radiographs using artificial neural networks: A pilot study (2009) (0)
- The Spectrum of Medical Imaging in the 2015 International Year of Light. (2015) (0)
- ROI reconstruction of motion-contaminated data with a backprojection filtration algorithm (2005) (0)
- WE‐D‐304A‐02: Exploring Non‐Linear Feature Space Dimension Reduction and Data Representation in Breast CADx (2009) (0)
- In lupus nephritis, specific in situ inflammatory states are associated with refractory disease and progression to renal failure (2021) (0)
- TU-C-L100F-01: New Issues in Breast Imaging (2007) (0)
- WE‐C‐I‐609‐06: Computerized Texture Analysis of Abnormal Areae Gastricae On Double‐Contrast Barium Examinations (2005) (0)
- DIGITAL DUPLICATION OF PORTABLE RADIOGRAPHS; A PRACTICAL TECHNIQUE FOR IMPROVED SERVICE AND COST CONTAINMENT (1992) (0)
- Principles and Guidelines for Sharing Biomedical Data for Secondary Use: The University of Chicago Perspective (2023) (0)
- Effect of diversity of patient population and acquisition systems on the use of radiomics and machine learning for classification of 2,397 breast lesions (2019) (0)
- User experience evaluation for MIDRC AI interface (2023) (0)
- Improving the temporal resolution of tomographic images using a PI-line based backprojection filtration algorithm (2005) (0)
- Computer-aided Diagnosis in Diagnostic Mammography and Multimodality Breast Imaging 1 (2005) (0)
- Front Matter: Volume 7260 (2009) (0)
- SPIE Computer-Aided Diagnosis conference anniversary review (2022) (0)
- Assessing robustness of a deep-learning model for COVID-19 classification on chest radiographs (2023) (0)
- TH-C-I-609-10: Computerized Classification of Non-Biopsied Lesions Seen On Breast Ultrasound (2005) (0)
- Abstract 2633: Radiogenomics of breast cancer using DCE-MRI and gene expression profiling (2016) (0)
- Mammogram Lesion Extraction Lesion Features Non-Parametric Classification Probability of Malignancy (2017) (0)
- Undergraduate Summer Training Program in Breast Cancer Imaging (2004) (0)
- Development of Digital Processing Te Computer-Aided Diagnosis in Radiographi (1993) (0)
- ADDITIVE VALUE OF BONE DENSITY, CLINICAL RISK FACTORS (AGE) AND RADIOGRAPHIC TEXTURE ANALYSIS (RTA) PERFORMED ON DENSITOMETRIC HEEL IMAGES IN ASSESSING BONE FRAGILITY (2006) (0)
- Investigation of demographic implicit discrimination and disparate impact in chest radiography image-based AI for COVID-19 severity prediction (2023) (0)
- Anatomic Point–Based Lung Region with Zone Identification for Radiologist Annotation and Machine Learning for Chest Radiographs (2021) (0)
- SU-HH-AUD C-07: Classification of Breast Carcinoma Subtypes Using Computer-Extracted Morphological and Kinetic Features in DCE-MRI (2008) (0)
- Advanced Methods for the Computer-Aided Diagnosis of Lesions in Digital Mammograms (1997) (0)
- Quantitative breast image analysis for personalized medicine (2013) (0)
- Histogram Analysis of ROl (2017) (0)
- Roles of biologic breast tissue composition and quantitative image analysis of mammographic images in breast tumor characterization (2014) (0)
- Character recognition and image manipulation for the clinical translation of CAD for breast ultrasound (2005) (0)
- Pioneers in Medical Imaging Series. (2014) (0)
- Preliminary radiomic texture analysis of high-channel fluorescence confocal images of triple-negative breast cancer biopsies (2020) (0)
- Longitudinal assessment of demographic representativeness in the Medical Imaging and Data Resource Center Open Data Commons (preprint) (2023) (0)
- Effect of observer variability and training cases on U-Net segmentation performance (2020) (0)
- United States Patent Horsch (2017) (0)
- Integrating structured abstracts in the Journal of Medical Imaging (2020) (0)
- Automatic detection of tertiary lymphoid structures in whole-slide images of triple-negative breast cancer biopsies (Conference Presentation) (2023) (0)
- Dual-energy three-compartment breast imaging for compositional biomarkers to improve detection of malignant lesions (2021) (0)
- Method and arrangement for detecting abnormal anatomic regions in a digital radiographic image (1988) (0)
- Quantifying in situ adaptive immune cell cognate interactions in humans (2019) (0)
- Longitudinal robustness of a thoracic radiographic AI model for COVID-19 severity prediction (2023) (0)
- Texture analysis of peripheral bone densitometry images to aid the assessment of risk for fracture (2004) (0)
- Multifractal analysis of radiographic bone structure in osteoporosis (1993) (0)
- Investigation of Three-Group Classifiers to Fully Automate Detection and Classification of Breast Lesions in an Intelligent CAD Mammography Workstation (2005) (0)
- 504 Specific in situ inflammatory architectures predict progression to renal failure in human lupus nephritis (2021) (0)
- Welcome to the Journal of Medical Imaging. (2014) (0)
- Assistance tools for the evaluation of machine learning algorithm performance: the decision tree based tools developed by the Medical Imaging and Data Resource Center (MIDRC) Technology Development Project (TDP) 3c effort (2023) (0)
- Radiomic texture analysis of immunofluorescence images of lupus nephritis biopsies to predict patient progression to end-stage renal disease (2021) (0)
- Temporal Machine Learning Analysis of Prior Mammograms for Breast Cancer Risk Prediction (2023) (0)
- AI in medical Imaging of breast cancer and COVID-19 (spanning MRI, radiology, and mammography) (Conference Presentation) (2023) (0)
- High-Quality Portable Chest Images Using Enhanced Film-Digitization and Computed Radiography (1993) (0)
- Charles E. Metz, PhD (2013) (0)
- CAD: An Image Perception Perspective (2018) (0)
- Radiographic Texture Analysis (RTA) During Treatment with Alendronate (2010) (0)
- Radiomic texture analysis for the assessment of osteoporosis on low-dose thoracic CT scans (2021) (0)
- Automatic Segmentation and Analysis of COVID-19 Patient CT Scans Using Deep Learning (2021) (0)
- TU-E-217BCD-07: Pilot Study on Consistency in Size Metrics for a Multimodality PEM/MR Breast Imaging Approach. (2012) (0)
- Optimization of a fuzzy C-means approach to determining probability of lesion malignancy and quantifying lesion enhancement heterogeneity in breast DCE-MRI (2010) (0)
- Comparison of two-class and three-class Bayesian artificial neural networks in estimation of observations drawn from simulated bivariate normal distributions (2011) (0)
- Grid-Enabled Quantitative Analysis of Breast Cancer (2009) (0)
- Abstract PS3-01: Quantitative dynamic contrast-enhanced (DCE) MRI radiomic phenotypes for prediction of nodal and distal metastasis in breast cancer patients (2021) (0)
- 1109 Visualizingin situimmune pathogenic mechanisms in human lupus nephritis (2022) (0)
- II-07 Generation of cell distance mapping plus (CDM+): mapping cognate T cell: dendritic cell interactions and their relationship to cell shape (2016) (0)
- A3.26 Identifying T-Follicular-Helper-Like Cell Involvement in the Organization of Tubulointerstitial Inflammation in Human Lupus Nephritis and Renal Allograft Rejection (2013) (0)
- Use of artificial neural networks in the analysis of trabecular bone on digitized radiographs (1997) (0)
- Towards understanding perception in the latest era of AI in medical imaging (Conference Presentation) (2020) (0)
- P-002 Automated and quantitative assessment of pial collateral recruitment on digital subtraction angiography during acute ischemic stroke (2017) (0)
- U-Net based image segmentation of mesenchymal stem cells (2021) (0)
- A New Model for the Estimation of Breast Cancer Risk (2000) (0)
- Association between DCE MRI background parenchymal enhancement and mammographic texture features (2022) (0)
- WE-E-103-02: Past, Present and Future Roles of ROC Analysis in Medical Imaging and Quantitative Image Analysis. (2013) (0)
- WE‐B‐201B‐03: Fractal Dimension Analysis of Kinetic Feature Maps in Contrast‐Enhanced Breast MRI (2010) (0)
- Please use the following format to cite material from this book (2009) (0)
- Computerized segmentation algorithm with personalized atlases of murine MRIs in a SV40 large T-antigen mouse mammary cancer model (2016) (0)
- Application of U-Nets for the automatic segmentation of immune cells in high-dimensional microscopy images of kidney biopsies (2021) (0)
- List of contributors (2021) (0)
- MO-A-12A-01: Joint Imaging Education - Quantitative Imaging Symposium: Genomics and Image-Omics for Medical Physicists. (2014) (0)
- WE-E-134-04: Computerized Detection of Breast Cancer On Automated Breast Ultrasound for Women with Dense Breasts. (2013) (0)
- WE‐C‐332‐05: Preliminary Robustness Study of a Breast Ultrasound Computer‐Aided Diagnosis System Across Different Patient Populations (2008) (0)
- Exciting Progress in the Growth of JMI. (2014) (0)
- Distinct Interstitial Immune Cell Interactions in Human Kidney Allografts With Antibody-Mediated Rejection.: Abstract# 2905 (2014) (0)
- Patient-specific fetal radiation dosimetry for pregnant patients undergoing abdominal and pelvic CT imaging. (2023) (0)
- Computerized Analysis of Multi-Modality Breast Images for Diagnosis, Risk Assessment, Prognosis, and Response to Therapy (2012) (0)
- Parenchymal field effect analysis for breast cancer risk assessment: evaluation of FFDM radiomic similarity (2021) (0)
- TU‐E‐203‐01: New Member Symposium (2010) (0)
- Letter to the Editor: Use of Publicly Available Image Resources. (2017) (0)
- Transfer Learning from Convolutional Neural Networks for Computer-Aided: A Comparison of Digital Breast Tomosynthesis and Full-Field Digital Mammography (2019) (0)
- Assessing an AI-based smart imagery framing and truthing (SIFT) system to assist radiologists annotating lung abnormalities on chest x-ray images for development of deep learning models (2023) (0)
- Light‐Based Technologies for a Better World (2017) (0)
- A United States Patent ( 19 ) 11 Patent Number : 5 , 289 , 374 (2017) (0)
- Carl Joseph Vyborny (2005) (0)
- Development of Methods for Computer-Assisted Interpretation of Digital Mammograms for Early Breast Cancer Detection (1994) (0)
- COMPUTERIZED ANALYSIS OF BONE STRUCTURE FOR ASSESSMENT OF OSTEOPOROSIS (1992) (0)
- Toward fairness in artificial intelligence for medical image analysis: identification and mitigation of potential biases in the roadmap from data collection to model deployment. (2023) (0)
- Sequestration methodology in practice through evaluation of joint demographic distributions of 54,185 patients in the Medical Imaging and Data Resource Center (MIDRC) data commons (2023) (0)
- Image quality evaluation of motion-contaminated calcified plaques in cardiac CT (2007) (0)
- Automated Computerized Analysis Of Radiographic Images: An Intelligent Component Of IMAC To Aid Diagnosis (1991) (0)
- Electronic removal of lesions for more robust BPE scoring on breast DCE-MRI (2021) (0)
- Breast cancer classification with mammography and DCE-MRI (2009) (0)
- Effect of different molecular subtype reference standards in AI training: implications for DCE-MRI radiomics of breast cancers (2022) (0)
- Multi-task Learning in the Computerized Diagnosis of Breast Cancer on DCE-MRIs (2017) (0)
- Comparison of approaches for risk-modulated CAD (2003) (0)
- Multi-Modality Breast CAD(International Forum on Medical Imaging in Asia 2009 (IFMIA 2009)) (2009) (0)
- Computerized assessment of motion-contaminated calcified plaques in cardiac multidetector CT. (2007) (0)
- Computer-aided Diagnosis in Diagnostic Mammography and Multimodality (2004) (0)
- Commentary: Entrepreneurship and the academician (2018) (0)
- DCEMRI of breast lesions: is kinetic analysis equally effective for both mass and nonmass-like enhancement? (2008) (0)
- METHOD AND SYSTEM FOR RISK-MODULATED DAGNOSIS OF DISEASE (2017) (0)
- Optical detection of oral carcinoma via structured illumination fluorescence lifetime imaging (2018) (0)
- Impact of continuous learning on diagnostic breast MRI AI: evaluation on an independent clinical dataset (2022) (0)
- SU-GG-I-04: Grid-Computing for Optimization of CAD (2008) (0)
- A brief history of the AAPM: Celebrating 60 years of contributions to medical physics practice and science. (2018) (0)
- TD-03 Convolutional neural networks identify in situ adaptive immune cell architectures in human lupus (2018) (0)
- Preface to data mining in biomedical informatics and healthcare (2013) (0)
- Special Issue Editorial: The SPIE Medical Imaging Symposium Celebrates 50 Years (2022) (0)
- WE-C-332-08: Preliminary Analysis of Morphological Features From T1 and T2 MR Images in the Diagnosis of Breast Cancer (2008) (0)
- TU-FG-207A-01: Introduction to Grand Challenges. (2016) (0)
- AAPM Task Group 298: Recommendations on certificate program/alternative pathway candidate education and training (2022) (0)
- Role of machine learning in differentiating benign from malignant indeterminate thyroid nodules: a literature review (2023) (0)
- MO‐D‐I‐611‐05: Characterization of Motion Artifacts On CT‐Reconstructed Images Using ROI‐Based Features (2005) (0)
- Using ResNet feature extraction in computer-aided diagnosis of breast cancer on 927 lesions imaged with multiparametric MRI (2020) (0)
- Convolutional neural networks detect cells in densely packed images at performance levels similar to human readers (2023) (0)
- United States Patent Drukker (2017) (0)
- MIDRC CRP10 AI interface—an integrated tool for exploring, testing and visualization of AI models (2023) (0)
- TU‐G‐217A‐02: Voxel‐Based Residual Analysis of High Spectral and Spatial Resolution (HiSS) MRI of Breast Lesions (2012) (0)
- WE‐D‐304A‐05: Analysis of Tumor Grade Breast Carcinoma Using Computer‐Extracted Morphological and Kinetic Features in DCE‐MRI (2009) (0)
- Differences in Molecular Subtype Reference Standards Impact AI-based Breast Cancer Classification with Dynamic Contrast-enhanced MRI. (2023) (0)
- Segmentation Method for ROI Detection in Mammographic Images using Wiener Filter and Kittlers Method (2017) (0)
- Quantitative Image Analysis of Breast MRI(International Forum on Medical Imaging in Asia 2009 (IFMIA 2009)) (2009) (0)
- MO-G-12A-01: Quantitative Imaging Metrology: What Should Be Assessed and How? (2014) (0)
- Deep learning to detect lymphocytes with high phenotypic resolution in highly multiplexed fluorescence microscopy images of triple-negative breast cancer biopsies (2022) (0)
- A deep learning methodology for improved breast cancer diagnosis using multiparametric MRI (2020) (0)
- WE-F-204-02: A Research Career in Medical Physics: From Student to Faculty. (2016) (0)
- Lectures' Abstracts (0)
- A Computer Aided Diagnosis System for Microcalcification Cluster Detection in Digital Mammogram (2016) (0)
- MP17-04 PILOT STUDY OF MACHINE LEARNING IN THE TASK OF DISTINGUISHING HIGH AND LOW GRADE HYDRONEPHROSIS IN CHILDREN ON ULTRASOUND (2022) (0)
- 68 CLINICAL UTILITY OF RADIOGRAPHIC TEXTURE ANALYSIS PERFORMED ON DENSITOMETRIC CALCANEAL IMAGES. (2007) (0)
- SOFTWARE PRODUCT FOR AUTOMATED IDENTIFICATION OF TEMPORAL OTHER PUBLICATIONS PATTERNS WITH HIGH INITIAL ENHANCEMENT IN DYNAMIC MAGNETC Kuhl et al., “Dynamic Breast MR imaging: Are signal intensity time RESONANCE BREAST IMAGING course data useful for differential diagnosis of enhancing lesion?”, (2017) (0)
- Po-topic III-09 (2003) (0)
- In situ cognate interactions between T-follicular helper cells and B cells characterize severe tubulointerstitial inflammation in human lupus nephritis (2012) (0)
- CT Texture Characterization (2019) (0)
- Updates and Changes with JMI. (2017) (0)
- SU-E-E-03: Ethics and Professionalism Education in Medical Physics: A Needs Assessment Study. (2012) (0)
- AUTOMATED 3-D VISUALIZATION OF THE LIVER: TECHNIQUE, ACCURACY AND CLINICAL APPLICATIONS (1991) (0)
- VALIDATION OF EFFECTIVENESS OF MULTI-PARAMETRIC ENDORECTAL MR IMAGE FEATURES FOR PROSTATE CANCER DETECTION AND CORRELATION WITH GLEASON SCORE (2012) (0)
- TU‐C‐211A‐01: Becoming a Better Teacher (2009) (0)
- WE‐D‐304A‐03: Quantitative Image Analysis for Prognosis in Newly Diagnosed Breast Cancer Patients with Sonographically Normal Appearing Lymph Nodes (2009) (0)
- COMPUTER VISION SCHEMES FOR LUNG CANCER DETECTION (1990) (0)
- Effect of PTH therapy on radiographic texture analysis (RTA) of the densitometric heel images (2007) (0)
- Influence of magnet strength on background parenchymal enhancement evaluation (2023) (0)
- SU-C-18C-07: Quantitative Measurement of Arterial Arrival Time in Pial Collaterals: Effect of Physical Parameters On Performance. (2014) (0)
- Computer-aided methods help cancer diagnoses. (1996) (0)
- WE‐A‐330A‐01: Breast CAD in the Digital Era (2006) (0)
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