Andrew P. Bradley
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Andrew P. Bradley's AcademicInfluence.com Rankings
Andrew P. Bradleyengineering Degrees
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#5968
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Electrical Engineering
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#1331
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Andrew P. Bradleycomputer-science Degrees
Computer Science
#6097
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Computational Linguistics
#987
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#1001
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Machine Learning
#1868
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#1893
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Artificial Intelligence
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#2151
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Engineering Computer Science
Andrew P. Bradley's Degrees
- PhD Computer Science Stanford University
- Masters Electrical Engineering University of California, Berkeley
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(Suggest an Edit or Addition)Andrew P. Bradley'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
- The use of the area under the ROC curve in the evaluation of machine learning algorithms (1997) (5565)
- Perceptual quality metrics applied to still image compression (1998) (382)
- Intelligible Support Vector Machines for Diagnosis of Diabetes Mellitus (2010) (325)
- Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support (2017) (312)
- A deep learning approach for the analysis of masses in mammograms with minimal user intervention (2017) (233)
- Unregistered Multiview Mammogram Analysis with Pre-trained Deep Learning Models (2015) (232)
- Rule extraction from support vector machines: A review (2010) (204)
- Automated Mass Detection in Mammograms Using Cascaded Deep Learning and Random Forests (2015) (197)
- An Improved Joint Optimization of Multiple Level Set Functions for the Segmentation of Overlapping Cervical Cells (2015) (180)
- A wavelet visible difference predictor (1999) (170)
- Why rankings of biomedical image analysis competitions should be interpreted with care (2018) (165)
- Deep Learning and Structured Prediction for the Segmentation of Mass in Mammograms (2015) (129)
- Automated Analysis of Unregistered Multi-View Mammograms With Deep Learning (2017) (125)
- Precision Radiology: Predicting longevity using feature engineering and deep learning methods in a radiomics framework (2017) (124)
- Shift-invariance in the Discrete Wavelet Transform (2003) (122)
- The Automated Learning of Deep Features for Breast Mass Classification from Mammograms (2016) (119)
- Evaluation of Three Algorithms for the Segmentation of Overlapping Cervical Cells (2017) (117)
- Deep Learning and Data Labeling for Medical Applications (2016) (116)
- Rule Extraction from Support Vector Machines: A Sequential Covering Approach (2007) (99)
- Automated Nucleus and Cytoplasm Segmentation of Overlapping Cervical Cells (2013) (95)
- Detecting hip fractures with radiologist-level performance using deep neural networks (2017) (89)
- Visual attention for region of interest coding in JPEG 2000 (2003) (87)
- On wavelet analysis of auditory evoked potentials (2004) (83)
- Deep Reinforcement Learning for Active Breast Lesion Detection from DCE-MRI (2017) (81)
- Stimulus specificity of a steady-state visual-evoked potential-based brain–computer interface (2012) (80)
- Denoising of Dynamic Contrast-Enhanced MR Images Using Dynamic Nonlocal Means (2010) (78)
- JPEG 2000 and Region of Interest Coding (2002) (75)
- Fully automated classification of mammograms using deep residual neural networks (2017) (69)
- Is the winner really the best? A critical analysis of common research practice in biomedical image analysis competitions (2018) (68)
- Digital Video Compression (2003) (59)
- The Multiscale Classifier (1996) (56)
- Deep structured learning for mass segmentation from mammograms (2014) (56)
- Nature of orchestral noise. (2008) (52)
- Training Medical Image Analysis Systems like Radiologists (2018) (45)
- Nearest neighbour group-based classification (2010) (45)
- Rule Extraction from Support Vector Machines: Measuring the Explanation Capability Using the Area under the ROC Curve (2006) (44)
- Teaching histology to first-year veterinary science students using virtual microscopy and traditional microscopy: a comparison of student responses. (2007) (41)
- On chirp stimuli and neural synchrony in the suprathreshold auditory brainstem response. (2010) (36)
- Producing radiologist-quality reports for interpretable artificial intelligence (2018) (36)
- How to Exploit Weaknesses in Biomedical Challenge Design and Organization (2018) (36)
- A One-Pass Extended Depth of Field Algorithm Based on the Over-Complete Discrete Wavelet Transform (2004) (34)
- Towards Optimal Image Stitching for Virtual Microscopy (2005) (33)
- Virtual Microscopy with Extended Depth of Field (2005) (32)
- Physiological control of dual rotary pumps as a biventricular assist device using a master/slave approach. (2014) (32)
- Use of pulse transit time to distinguish respiratory events from tidal breathing in sleeping children. (2005) (31)
- Screening of obstructive and central apnoea/hypopnoea in children using variability: a preliminary study. (2006) (30)
- Tree RE-weighted belief propagation using deep learning potentials for mass segmentation from mammograms (2015) (29)
- Effect of competing stimuli on SSVEP-based BCI (2011) (29)
- A hybrid mock circulation loop for a total artificial heart. (2014) (28)
- Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support: 4th International Workshop, DLMIA 2018, and 8th International Workshop, ML-CDS 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 20, 2018, Proceedings (2018) (27)
- Far-Infrared Spectroscopy of Protein Higher-Order Structures (2010) (27)
- Automated 5-year mortality prediction using deep learning and radiomics features from chest computed tomography (2016) (27)
- Player Tracking and Stroke Recognition in Tennis Video (2003) (26)
- Producing Radiologist-Quality Reports for Interpretable Deep Learning. (2019) (26)
- ROC curves and the X2 test (1996) (24)
- Classification in scale-space: Applications to texture analysis (1995) (23)
- Automated Segmentation of Skin Strata in Reflectance Confocal Microscopy Depth Stacks (2015) (23)
- Globally optimal breast mass segmentation from DCE-MRI using deep semantic segmentation as shape prior (2017) (23)
- Can Region of Interest Coding Improve Overall Perceived Image Quality (2003) (21)
- The performance of a variable-flow indirect calorimeter. (1996) (20)
- Correspondence-Free Determination of the Affine Fundamental Matrix (2007) (20)
- ROC curve equivalence using the Kolmogorov-Smirnov test (2013) (19)
- Sample size estimation using the receiver operating characteristic curve (2004) (18)
- Low-Frequency Spectroscopic Analysis of Monomeric and Fibrillar Lysozyme (2011) (18)
- Automated, quantitative measures of grey and white matter lesion burden correlates with motor and cognitive function in children with unilateral cerebral palsy (2016) (18)
- Alterations in regional shape on ipsilateral and contralateral cortex contrast in children with unilateral cerebral palsy and are predictive of multiple outcomes (2016) (18)
- Fully Automatic Computer-aided Mass Detection and Segmentation via Pseudo-color Mammograms and Mask R-CNN (2019) (17)
- Automated analysis of the auditory brainstem response (2004) (17)
- Spectral and synchrony differences in auditory brainstem responses evoked by chirps of varying durations. (2010) (17)
- An evaluation of four parametric models of contrast enhancement for dynamic magnetic resonance imaging of the breast (2007) (17)
- Pre and Post-hoc Diagnosis and Interpretation of Malignancy from Breast DCE-MRI (2018) (17)
- Automated Analysis of the Auditory Brainstem Response Using Derivative Estimation Wavelets (2004) (15)
- Anatomical Skin Segmentation in Reflectance Confocal Microscopy with Weak Labels (2015) (14)
- Feature and Classifier Selection for Automatic Classification of Lesions in Dynamic Contrast-Enhanced MRI of the Breast (2009) (14)
- Cost-Sensitive Decision Tree Pruning: Use of the ROC Curve (1995) (13)
- Multisite accelerometry for sleep and wake classification in children (2015) (13)
- A method for quantitative analysis of clump thickness in cervical cytology slides. (2016) (12)
- Multi-scale mass segmentation for mammograms via cascaded random forests (2017) (12)
- Automated Detection of Individual Micro-calcifications from Mammograms using a Multi-stage Cascade Approach (2016) (12)
- Deep Learning Models for Classifying Mammogram Exams Containing Unregistered Multi-View Images and Segmentation Maps of Lesions1 (2017) (12)
- A Comparison of DCT and DWT Block Based Watermarking on Medical Image Quality (2008) (11)
- Enhancing the classification accuracy of Steady-State Visual Evoked Potential-based Brain-Computer Interface using Component Synchrony Measure (2012) (11)
- Automated Mass Detection from Mammograms using Deep Learning and Random Forest (2015) (11)
- Mass segmentation in mammograms: A cross-sensor comparison of deep and tailored features (2017) (10)
- A Neuroethics Framework for the Australian Brain Initiative (2019) (10)
- Author Correction: Why rankings of biomedical image analysis competitions should be interpreted with care (2019) (10)
- Validation and algorithmic audit of a deep learning system for the detection of proximal femoral fractures in patients in the emergency department: a diagnostic accuracy study. (2022) (10)
- New Spatiotemporal Features for Improved Discrimination of Benign and Malignant Lesions in Dynamic Contrast-Enhanced-Magnetic Resonance Imaging of the Breast (2011) (10)
- Model Agnostic Saliency For Weakly Supervised Lesion Detection From Breast DCE-MRI (2018) (10)
- Closed‐form equation to estimate the dielectric properties of biological tissues as a function of age (2017) (9)
- Active Contour Model Based Segmentation of Colposcopy Images of Cervix Uteri Using Gaussian Pyramids (2002) (9)
- Estimation of neuronal firing rates with the three-state biological point process model (2008) (9)
- Dielectric properties of dog brain tissue measured in vitro across the 0.3–3 GHz band (2016) (8)
- Conducting shorter VEP tests to estimate visual acuity via assessment of SNR (2013) (8)
- Multi-scale sifting for mammographic mass detection and segmentation (2019) (8)
- Combining Deep Learning and Structured Prediction for Segmenting Masses in Mammograms (2017) (8)
- The Effects of Electrode Montage on the Amplitude of Wave V in the Auditory Brainstem Response to Maximum Length Sequence Stimuli (2007) (8)
- A Parametric Simulation of Neuronal Noise From Microelectrode Recordings (2017) (8)
- Visual quality assessment of watermarked medical images (2007) (7)
- Editorial (2006) (7)
- Half-AUC for the evaluation of sensitive or specific classifiers (2014) (7)
- Identifying relevant biomarkers of brain injury from structural MRI: Validation using automated approaches in children with unilateral cerebral palsy (2017) (7)
- 3D Brain MRI GAN-Based Synthesis Conditioned on Partial Volume Maps (2020) (7)
- Fast assessment of canine hearing using high click-rate BAER. (2011) (7)
- Progress towards Universal Neonatal Hearing Screening: A World Review (2009) (7)
- Multiple instance learning for breast MRI based on generic spatio-temporal features (2015) (7)
- The filtered words test and the influence of lexicality. (2014) (7)
- Physiologic parameters that affect pulse transit time difference between the upper and lower limbs in children (2006) (6)
- Group-based meta-classification (2008) (6)
- On the dual structure of the auditory brainstem response in dogs (2006) (6)
- Modeling of a rotary blood pump. (2014) (6)
- A preliminary investigation into the use of an auditory brainstem response (ABR) simulator for training audiology students in waveform analysis (2014) (6)
- A Starling-Like Total Work Controller for Rotary Blood Pumps: An In Vitro Evaluation. (2020) (6)
- Temporal associations between arousal and body/limb movement in children with suspected obstructed sleep apnoea (2016) (6)
- The Audiological Health of Horn Players (2013) (6)
- An Evaluation of Multi-resolution Microscope Slide Scanning Algorithms (2011) (5)
- Multiple Instance Learning for Breast Cancer Magnetic Resonance Imaging (2014) (5)
- Expectation-Maximization with Image-Weighted Markov Random Fields to Handle Severe Pathology (2015) (5)
- Using ventricular modeling to robustly probe significant deep gray matter pathologies: Application to cerebral palsy (2016) (5)
- A new denoising method for dynamic contrast-enhanced MRI (2008) (4)
- Automatic Segmentation of Enhancing Breast Tissue in Dynamic Contrast-Enhanced MR Images (2007) (4)
- Extended Naïve Bayes for Group Based Classification (2014) (4)
- Machine learning for medical diagnostics: Techniques for feature extraction, classification, and evaluation (1996) (4)
- On the benefits of using chained stimuli for frequency-specific ABR acquisition (2009) (3)
- Emerging Technologies, Signal Processing and Statistical Methods for Screening of Cervical Cancer In Vivo: Are They Good Candidates for Cervical Screening? (2004) (3)
- An algorithm for microscopic specimen delineation and focus candidate selection. (2014) (3)
- Performance Analysis of Three Microscope Slide Scanning Techniques (2013) (3)
- Effect of posterized naturalistic stimuli on SSVEP-based BCI (2013) (3)
- On the Estimation of Extrinsic and Intrinsic Parameters of Optical Microscope Calibration (2010) (3)
- Investigation of the non-Markovity Spectrum as a Cognitive Processing Measure of Deep Brain Microelectrode Recordings (2011) (3)
- A Comparison of Multiple Instance and Group Based Learning (2012) (3)
- Over-sampling for accurate masking thershold calculation wavelet packet audio coders (2004) (3)
- Taking the Confusion Out of Multinomial Confusion Matrices and Imbalanced Classes (2021) (3)
- Deep Reinforcement Learning for Detecting Breast Lesions from DCE-MRI (2019) (2)
- Microscopic specimen delineation using auto-phase correlation index (2014) (2)
- Music structure discovery based on normalized cross correlation (2010) (2)
- Acknowledgments to Reviewers (1998) (2)
- Robust Fundamental Matrix Determination without Correspondences (2005) (2)
- Identifying Bubble Clustering: Comparisons of the Coherent and Incoherent Fields (2007) (2)
- Quantifiable brain atrophy synthesis for benchmarking of cortical thickness estimation methods (2022) (2)
- Efficient micro-electrode recording modeling using a filtered point process (2013) (2)
- A System to Generate Patient-Specific Stimuli for use with the Auditory Brainstem Response Test (2007) (2)
- Evaluation of a morphological filter in mean cardiac output determination: application to left ventricular assist devices (2013) (2)
- Investigation of the Inherent Left-Right Flow Balancing of Rotary Total Artificial Hearts by means of a Resistance Box. (2020) (2)
- A Neuroethics Framework for the Australian Brain Initiative (2020) (2)
- A preliminary investigation of the effects of different type of training in Auditory Brainstem Response (ABR) waveform analysis among audiology students (2014) (2)
- Characterization of movements during restless sleep in children: A pilot study (2014) (2)
- Lesion Saliency for Weakly Supervised Lesion Detection from Breast DCE-MRI (2018) (2)
- Registration evaluation of dynamic breast MR images (2005) (2)
- Estimation Of Epipolar Geometry Via The Radon Transform (2006) (1)
- Over-Complete Discrete Wavelet Transformation of the Normal Auditory Brainstem Response Improves Prediction of Outcome following Severe Acute Closed Head Injury (2006) (1)
- Screening of obstructive and central apnoea/hypopnoea in children using variability: A preliminary study (2006) (1)
- Scale-Space Texture Analysis (1995) (1)
- Three-Point Search Algorithm for Video Compression (1996) (1)
- Inductive Learning using Multiscale Classification (1994) (1)
- Acquisition and analysis of intraoperative microelectrode recordings of the subthalamic nucleus during linguistic processing (2005) (1)
- Automatic lesion detection, segmentation and characterization via 3D multiscale morphological sifting in breast MRI (2020) (1)
- Ethics for Biomedical Engineers (2013) (1)
- Mixed content image compression by gradient field integration (2008) (1)
- Classification In Scale-Space: Applications To Texture (1995) (1)
- Nature of orchestral noise (Athanasas-Platsis) (2008) (1)
- Detail Matters: High-Frequency Content for Realistic Synthetic MRI Generation (2021) (1)
- Rapid neonatal hearing screening using modified automated auditory brainstem response maximum length sequences (2007) (0)
- Non-linear maximum length sequences for the acquisition of the auditory brainstem response (2014) (0)
- The Effect of Domain Knowledge on Rule Extraction from Support Vector Machines (2009) (0)
- Improvement of Auditory Brainstem Response (ABR) wave V amplitude using novel MLS nonlinear algorithm (2011) (0)
- The Effect of Sleep on the Fast and Slow Components of the Auditory Brainstem Response: A Case Study (2006) (0)
- Why rankings of biomedical image analysis competitions should be interpreted with care (2018) (0)
- Fast auditory brainstem response (2008) (0)
- Towards data‐driven quantification of skin ageing using reflectance confocal microscopy (2021) (0)
- Rapid universal neonatal hearing screening using a fast automatic auditory brainstem response device (2008) (0)
- TITLE : Automated segmentation of skin strata in reflectance confocal microscopy depth stacks SHORT TITLE : Automated skin strata segmentation in RCM (2015) (0)
- Illumination Effects in Quantitative Virtual Microscopy (2013) (0)
- 1st MICCAI workshop on deep learning in medical image analysis (2018) (0)
- ec 2 01 4 DEEP STRUCTURED LEARNING FOR MASS SEGMENTATION FROM MAMMOG RAMS (2014) (0)
- STRUCTURE DISCOVERY BASED ON NORMALIZED CROSS CORRELATION (2010) (0)
- Rapid neonatal hearing screening using maximum length sequence auditory brainstem response, chirps and automated signal detection (2005) (0)
- The relationship between the auditory brainstem response and its reconstructed waveforms following over-complete discrete wavelet transformation (2004) (0)
- Ethics and data mining in biomedical engineering (2013) (0)
- 2011 International Conference on Digital Image Computing: Techniques and Applications (DICTA), Noosa, QLD, Australia, December 6-8, 2011 (2011) (0)
- How can we do better ? Pitfalls in biomedical challenge design and how to address them (2018) (0)
- Rapid NHS using AABR with high stimulus repetition rates and automated signal detection: Preliminary results (2008) (0)
- Use of an Auditory Brainstem Response (ABR) Simulator to Train Audiology Students on Labelling Peaks In The Auditory Brainstem Response (2012) (0)
- Spikes from compound action potentials in simulated microelectrode recordings (2015) (0)
- Fast auditory brainstem response (ABR) for newborn hearing screening (2013) (0)
- Message from the general chair: DICTA 2011 (2011) (0)
- Preface DLMIA 2017 (2017) (0)
- Preface: DLMIA 2016 (2016) (0)
- Analysis of the non-Markov parameter in continuous-time signal processing. (2014) (0)
- A two-stage method to correct aberrations induced by slide slant in bright-field microscopy. (2016) (0)
- OPTIMAL BREAST LESION SEGMENTATION FROM DCE-MRI USING DEEP SEMANTIC SEGMENTATION AS SHAPE PRIOR (2017) (0)
- Rapid Universal Neonatal Hearing Screening (UNHS) using a fast Automated Auditory Brainstem Response (AABR) (2008) (0)
- Auditory Brainstem Response (ABR) simulator to enhance students understanding towards analyzing ABR waveforms (2011) (0)
- Use of a Non-Linear Algorithm to Improve the Maximum Length Sequence Auditory Brainstem Response (2012) (0)
- Vefahren for data compression (1998) (0)
- Rapid ABR acquisition: an ABR in under 5 seconds (2006) (0)
- Access the IEEE Computer Society Digital Library [advertisement] (2007) (0)
- Lesser of Two Evils Improves Learning in the Context of Cortical Thickness Estimation Models - Choose Wisely (2022) (0)
- Author Correction: Why rankings of biomedical image analysis competitions should be interpreted with care (2019) (0)
- Erratum: A Neuroethics Framework for the Australian Brain Initiative (Neuron (2019) 101(3) (365–369), (S0896627319300054), (10.1016/j.neuron.2019.01.004)) (2020) (0)
- 3D Motion Estimation from Three Orthographic Views without Matching Constraints or Brightness Gradients (2006) (0)
- Acknowledgements to Reviewers (2007) (0)
- Special issue: 4th MICCAI workshop on deep learning in medical image analysis (2020) (0)
- MACHINE PREDICTS THE DIAGNOSIS A BRIEF REVIEW OF MEDICAL DIAGNOSIS BY MACHINE LEARNING TECHNIQUES (2017) (0)
- Fast Automated Auditory Brainstem Response (AABR) using new non linear Maximum Length Sequence (MLS) reconstruction and automated signal detection (Ujian respon auditori batang otak automatik yang cepat menggunakan Non Linear Maximum Length Sequence (MLS) Reconstruction dan Automated Signal Detectio (2010) (0)
- Improving the sensitivity of the auditory brainstem response to cochlear nerve damage during intracranial surgery (2004) (0)
- Spectral properties of neuronal pulse interval modulation (2015) (0)
- Precision Radiology: Predicting longevity using feature engineering and deep learning methods in a radiomics framework (2017) (0)
- Evaluation of a morphological filter in mean cardiac output determination: application to left ventricular assist devices (2013) (0)
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What Schools Are Affiliated With Andrew P. Bradley?
Andrew P. Bradley is affiliated with the following schools:
