Henning Müller

Q: What Schools Are Affiliated With Henning Müller

Henning Müller is affiliated with the following schools: Medical University of Vienna, University of Geneva, University of Zurich

Henning Müller's AcademicInfluence.com Rankings

Henning Müller

Computer Science

#6725

World Rank

#7087

Historical Rank

Machine Learning

#2278

World Rank

#2306

Historical Rank

Artificial Intelligence

#2547

World Rank

#2588

Historical Rank

Database

#3808

World Rank

#3962

Historical Rank

computer-science Degrees

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Computer Science

Henning Müller's Degrees

PhD Computer Science University of Zurich
Masters Computer Science University of Zurich
Bachelors Computer Science University of Zurich

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Henning Müller'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

A review of content-based image retrieval systems in medical applications - clinical benefits and future directions (2004) (1638)
The Image Biomarker Standardization Initiative: Standardized Quantitative Radiomics for High-Throughput Image-based Phenotyping. (2020) (974)
Performance evaluation in content-based image retrieval: overview and proposals (2001) (648)
The IAPR TC-12 Benchmark: A New Evaluation Resource for Visual Information Systems (2006) (422)
Content-based query of image databases: inspirations from text retrieval (2000) (382)
Endoscopic mucosal resection of early cancer and high-grade dysplasia in Barrett's esophagus. (2000) (371)
Accessing Multilingual Information Repositories, 6th Workshop of the Cross-Language Evalution Forum, CLEF 2005, Vienna, Austria, 21-23 September, 2005, Revised Selected Papers (2006) (243)
The CLEF 2005 Cross-Language Image Retrieval Track (2003) (226)
The Truth about Corel - Evaluation in Image Retrieval (2002) (202)
Building a reference multimedia database for interstitial lung diseases (2012) (201)
Three-dimensional solid texture analysis in biomedical imaging: Review and opportunities (2014) (192)
Building the Ninapro database: A resource for the biorobotics community (2012) (184)
Overview of the CLEF 2009 Medical Image Retrieval Track (2009) (183)
Characterization of a Benchmark Database for Myoelectric Movement Classification (2015) (180)
Erratum to "A review of content-based image retrieval systems in medical applications - Clinical benefits and future directions" [I. J. Medical Informatics 73 (1) (2004) 1-23] (2009) (177)
Why rankings of biomedical image analysis competitions should be interpreted with care (2018) (165)
Movement Error Rate for Evaluation of Machine Learning Methods for sEMG-Based Hand Movement Classification (2014) (159)
Cloud-Based Evaluation of Anatomical Structure Segmentation and Landmark Detection Algorithms: VISCERAL Anatomy Benchmarks (2016) (150)
Large‐scale retrieval for medical image analytics: A comprehensive review (2018) (150)
Advances in Multilingual and Multimodal Information Retrieval, 8th Workshop of the Cross-Language Evaluation Forum, CLEF 2007, Budapest, Hungary, September 19-21, 2007, Revised Selected Papers (2008) (150)
Strategies for positive and negative relevance feedback in image retrieval (2000) (140)
Evaluating performance of biomedical image retrieval systems - An overview of the medical image retrieval task at ImageCLEF 2004-2013 (2015) (139)
Overview of the ImageCLEFmed 2006 Medical Retrieval and Annotation Tasks (2006) (136)
The CLEF Cross Language Image Retrieval Track (ImageCLEF) 2004 (2004) (129)
Overview of the ImageCLEF 2013 Medical Tasks (2013) (128)
Overview of the ImageCLEF 2012 Medical Image Retrieval and Classification Tasks (2012) (121)
Evaluating user interactions with clinical information systems: A model based on human-computer interaction models (2005) (120)
ShARe/CLEF eHealth Evaluation Lab 2014, Task 3: User-centred Health Information Retrieval (2014) (115)
Overview of the ImageCLEFmed 2006 Medical Retrieval and Medical Annotation Tasks (2006) (114)
VQA-Med: Overview of the Medical Visual Question Answering Task at ImageCLEF 2019 (2019) (108)
Clinical Data Mining: a Review (2009) (105)
Strategies for health data exchange for secondary, cross-institutional clinical research (2010) (97)
ChaLearn Joint Contest on Multimedia Challenges Beyond Visual Analysis: An overview (2016) (85)
Near-Affine-Invariant Texture Learning for Lung Tissue Analysis Using Isotropic Wavelet Frames (2012) (85)
Overview of the CLEF 2011 Medical Image Classification and Retrieval Tasks (2011) (85)
Overview of the ImageCLEF 2006 Photographic Retrieval and Object Annotation Tasks (2006) (85)
Overview of the ImageCLEFmed 2008 Medical Image Retrieval Task (2008) (83)
VISCERAL: Towards Large Data in Medical Imaging - Challenges and Directions (2012) (81)
Informatics in radiology (infoRAD): benefits of content-based visual data access in radiology. (2005) (80)
ImageCLEF 2019: Multimedia Retrieval in Medicine, Lifelogging, Security and Nature (2019) (78)
Model Formulation: Advancing Biomedical Image Retrieval: Development and Analysis of a Test Collection (2006) (78)
Assessment of Internet-based tele-medicine in Africa (the RAFT project) (2006) (77)
Efficient and fully automatic segmentation of the lungs in CT volumes (2015) (76)
The CLEF 2005 Automatic Medical Image Annotation Task (2006) (76)
ImageCLEF 2014: Overview and Analysis of the Results (2014) (75)
Retrieving Diverse Social Images at MediaEval 2017: Challenges, Dataset and Evaluation (2014) (73)
Learning from User Behavior in Image Retrieval: Application of Market Basket Analysis (2004) (72)
ShARe/CLEF eHealth Evaluation Lab 2013, Task 3: Information Retrieval to Address Patients' Questions when Reading Clinical Reports (2013) (72)
Ground truth generation in medical imaging: a crowdsourcing-based iterative approach (2012) (70)
General Overview of ImageCLEF at the CLEF 2015 Labs (2015) (70)
Overview of ImageCLEF 2017: Information Extraction from Images (2017) (69)
Is the winner really the best? A critical analysis of common research practice in biomedical image analysis competitions (2018) (68)
BIAS: Transparent reporting of biomedical image analysis challenges (2019) (66)
Overview of ImageCLEF 2018: Challenges, Datasets and Evaluation (2018) (66)
Fusion Techniques for Combining Textual and Visual Information Retrieval (2010) (64)
Using MapReduce for Large-Scale Medical Image Analysis (2012) (63)
A reference data set for the evaluation of medical image retrieval systems. (2004) (63)
Integrating Content-Based Visual Access Methods into a Medical Case Database (2003) (62)
Fusing visual and clinical information for lung tissue classification in high-resolution computed tomography (2010) (61)
The ImageCLEFmed Medical Image Retrieval Task Test Collection (2009) (61)
Overview of the ImageCLEF 2016 Medical Task (2016) (60)
Automatic medical image annotation in ImageCLEF 2007: Overview, results, and discussion (2008) (59)
Overview of the ImageCLEF 2015 Medical Classification Task (2015) (57)
Medical Image Retrieval: A Multimodal Approach (2014) (57)
Assessing the Scholarly Impact of ImageCLEF (2011) (57)
The IR Task at the CLEF eHealth Evaluation Lab 2016: User-centred Health Information Retrieval (2016) (56)
Regression Concept Vectors for Bidirectional Explanations in Histopathology (2018) (55)
Overview of ImageCLEF 2018 Medical Domain Visual Question Answering Task (2018) (55)
Creating a classification of image types in the medical literature for visual categorization (2012) (55)
ImageCLEF 2013: The Vision, the Data and the Open Challenges (2013) (54)
Convolutional neural networks for an automatic classification of prostate tissue slides with high-grade Gleason score (2017) (54)
Rotation–Covariant Texture Learning Using Steerable Riesz Wavelets (2014) (53)
A Survey on Visual Information Search Behavior and Requirements of Radiologists (2012) (53)
How users search and what they search for in the medical domain (2016) (53)
Overview of the ImageCLEFmed 2007 Medical Retrieval and Medical Annotation Tasks (2008) (52)
Classification of SD-OCT images using a Deep learning approach (2017) (50)
Multiscale Lung Texture Signature Learning Using the Riesz Transform (2012) (50)
Comparative Performance Analysis of State-of-the-Art Classification Algorithms Applied to Lung Tissue Categorization (2010) (49)
Staining Invariant Features for Improving Generalization of Deep Convolutional Neural Networks in Computational Pathology (2019) (48)
OCT-NET: A convolutional network for automatic classification of normal and diabetic macular edema using sd-oct volumes (2018) (47)
Overview of the VQA-Med Task at ImageCLEF 2021: Visual Question Answering and Generation in the Medical Domain (2020) (47)
Making Radiomics More Reproducible across Scanner and Imaging Protocol Variations: A Review of Harmonization Methods (2021) (45)
Lung Texture Classification Using Locally-Oriented Riesz Components (2011) (45)
Div400: a social image retrieval result diversification dataset (2014) (44)
Bringing the Algorithms to the Data: Cloud-Based Benchmarking for Medical Image Analysis (2012) (44)
Automated benchmarking in content-based image retrieval (2001) (44)
Overview of the ImageCLEF 2018 Caption Prediction Tasks (2018) (44)
The Scholarly Impact of CLEF (2000-2009) (2013) (44)
Information Fusion for Combining Visual and Textual Image Retrieval (2010) (43)
Overview of ImageCLEFcaption 2017 - Image Caption Prediction and Concept Detection for Biomedical Images (2017) (42)
Separating compound figures in journal articles to allow for subfigure classification (2013) (40)
General Overview of ImageCLEF at the CLEF 2016 Labs (2016) (40)
Evaluation-as-a-Service: Overview and Outlook (2015) (39)
Retrieval From and Understanding of Large-Scale Multi-modal Medical Datasets: A Review (2017) (39)
Overview of the ImageCLEF 2021: Multimedia Retrieval in Medical, Nature, Internet and Social Media Applications (2021) (37)
Overview of ImageCLEFtuberculosis 2019 - Automatic CT-based Report Generation and Tuberculosis Severity Assessment (2019) (37)
Information Access Evaluation. Multilinguality, Multimodality, and Visualization (2013) (37)
Classification of diabetes-related retinal diseases using a deep learning approach in optical coherence tomography (2019) (37)
Chapter 10 – Analysis of Histopathology Images: From Traditional Machine Learning to Deep Learning (2017) (37)
Medical information retrieval: introduction to the special issue (2016) (37)
Mobile Medical Visual Information Retrieval (2012) (36)
How to Exploit Weaknesses in Biomedical Challenge Design and Organization (2018) (36)
Expression of CDX2 and MUC2 in Barrett's mucosa. (2005) (36)
Div150Cred: A social image retrieval result diversification with user tagging credibility dataset (2015) (36)
Using Multiscale Visual Words for Lung Texture Classification and Retrieval (2011) (35)
3D Solid Texture Classification Using Locally-Oriented Wavelet Transforms (2017) (35)
Overview of ImageCLEFtuberculosis 2018 - Detecting Multi-Drug Resistance, Classifying Tuberculosis Types and Assessing Severity Scores (2018) (34)
Result diversification in social image retrieval: a benchmarking framework (2014) (33)
The medGIFT Group in ImageCLEFmed 2013 (2013) (32)
Revealing Tumor Habitats from Texture Heterogeneity Analysis for Classification of Lung Cancer Malignancy and Aggressiveness (2019) (32)
Evaluation axes for medical image retrieval systems: the imageCLEF experience (2005) (32)
Lung CT segmentation for image retrieval using the Insight Toolkit ( ITK ) (31)
Training Deep Convolutional Neural Networks with Active Learning for Exudate Classification in Eye Fundus Images (2017) (31)
Relevance Feedback and Term Weighting Schemes for Content-Based Image Retrieval (1999) (30)
Case-based lung image categorization and retrieval for interstitial lung diseases: clinical workflows (2011) (30)
3D lung image retrieval using localized features (2011) (30)
Bag-of-Colors for Biomedical Document Image Classification (2012) (30)
Automated Component-Level Evaluation: Present and Future (2010) (30)
Automated Diabetic Macular Edema (DME) Analysis using Fine Tuning with Inception-Resnet-v2 on OCT Images (2018) (29)
Medical image retrieval using bag of meaningful visual words: unsupervised visual vocabulary pruning with PLSA (2013) (29)
Overview of the ImageCLEFmed 2019 Concept Detection Task (2019) (29)
Combining Unsupervised Feature Learning and Riesz Wavelets for Histopathology Image Representation: Application to Identifying Anaplastic Medulloblastoma (2015) (28)
@neurIST - Towards a System Architecture for Advanced Disease Management through Integration of Heterogeneous Data, Computing, and Complex Processing Services (2008) (28)
Retrieving Diverse Social Images at MediaEval 2013: Objectives, Dataset and Evaluation (2013) (28)
Overview of the VISCERAL Retrieval Benchmark 2015 (2015) (28)
ImageCLEF 2020: Multimedia Retrieval in Lifelogging, Medical, Nature, and Internet Applications (2020) (28)
Optimized steerable wavelets for texture analysis of lung tissue in 3-D CT: Classification of usual interstitial pneumonia (2015) (27)
Deep Learning-Based Retrieval System for Gigapixel Histopathology Cases and the Open Access Literature (2018) (27)
Gesture Interaction for Content--based Medical Image Retrieval (2014) (27)
Medical image categorization with MedIC and MedGIFT (2006) (27)
Crowdsourcing for Medical Image Classification (2014) (26)
User-oriented evaluation of a medical image retrieval system for radiologists (2015) (26)
Overview of the ImageCLEF 2020: Multimedia Retrieval in Medical, Lifelogging, Nature, and Internet Applications (2020) (26)
Facilitating medical information search using Google Glass connected to a content-based medical image retrieval system (2014) (26)
Retrieving Diverse Social Images at MediaEval 2015 (2015) (26)
A Framework for Benchmarking in CBIR (2003) (26)
The Use of MedGIFT and EasyIR for ImageCLEF 2005 (2005) (26)
Medical Visual Information Retrieval: State of the Art and Challenges Ahead (2007) (25)
Medical image modality classification using discrete Bayesian networks (2016) (25)
Overview of the ImageCLEF 2022: Multimedia Retrieval in Medical, Social Media and Nature Applications (2022) (25)
KHRESMOI: towards a multi-lingual search and access system for biomedical information (2011) (25)
3D Case-Based Retrieval for Interstitial Lung Diseases (2009) (25)
Report on the Evaluation-as-a-Service (EaaS) Expert Workshop (2015) (25)
Long-Term Learning from User Behavior in Content-Based Image Retrieval (2000) (25)
A 3-D Riesz-Covariance Texture Model for Prediction of Nodule Recurrence in Lung CT (2016) (24)
Benchmarking Image Retrieval Applications (2004) (23)
Rotation-covariant texture analysis of 4D dual-energy CT as an indicator of local pulmonary perfusion (2013) (23)
Glaucoma Diagnosis from Eye Fundus Images Based on Deep Morphometric Feature Estimation (2018) (23)
Khresmoi: Multimodal Multilingual Medical Information Search. (2012) (22)
A classification framework for lung tissue categorization (2008) (21)
Standardised convolutional filtering for radiomics (2020) (21)
Design and evaluation of a content-based image retrieval system (2001) (21)
MRML: A Communication Protocol for Content-Based Image Retrieval (2000) (21)
Fusing Results of Several Deep Learning Architectures for Automatic Classification of Normal and Diabetic Macular Edema in Optical Coherence Tomography (2018) (21)
Semi-supervised training of deep convolutional neural networks with heterogeneous data and few local annotations: An experiment on prostate histopathology image classification (2021) (21)
Overview of the First Workshop on Medical Content-Based Retrieval for Clinical Decision Support at MICCAI 2009 (2009) (20)
Overview of the ImageCLEFmed 2020 Concept Prediction Task: Medical Image Understanding (2020) (20)
Overview of ImageCLEFtuberculosis 2020 Automatic CT-based Report Generation (2020) (20)
Prototypes for Content-Based Image Retrieval in Clinical Practice (2011) (20)
Lung Tissue Classification in HRCT Data Integrating the Clinical Context (2008) (20)
Analyzing Web Log Files of the Health On the Net HONmedia Search Engine to Define Typical Image Search Tasks for Image Retrieval Evaluation (2007) (20)
Health Information Search to Deal with the Exploding Amount of Health Information Produced (2012) (20)
Log analysis to understand medical professionals' image searching behaviour. (2012) (19)
The ImageCLEF Medical Retrieval Task at ICPR 2010 – Information Fusion (2010) (19)
Image-based diagnostic aid for interstitial lung disease with secondary data integration (2007) (19)
User acceptance of Clinical Information Systems: A methodological approach to identify the key dimensions allowing a reliable evaluation framework (2004) (19)
Overview of the ImageCLEF 2017 Tuberculosis Task - Predicting Tuberculosis Type and Drug Resistances (2017) (19)
Medical Computer Vision and Bayesian and Graphical Models for Biomedical Imaging (2016) (19)
Retrieval of high-dimensional visual data: current state, trends and challenges ahead (2014) (18)
Improved interpretability for computer-aided severity assessment of retinopathy of prematurity (2019) (18)
Late fusion of deep learning and handcrafted visual features for biomedical image modality classification (2019) (18)
Comparing fusion techniques for the ImageCLEF 2013 medical case retrieval task (2015) (18)
Applying Machine Learning to Gait Analysis Data for Disease Identification (2015) (18)
Overview of the VISCERAL Challenge at ISBI 2015 (2015) (17)
Medical Computer Vision. Large Data in Medical Imaging (2013) (17)
Creation of a New Evaluation Benchmark for Information Retrieval Targeting Patient Information Needs (2013) (17)
Div150Multi: a social image retrieval result diversification dataset with multi-topic queries (2016) (17)
Evaluation-as-a-Service for the Computational Sciences (2018) (17)
Hierarchic Multi-atlas Based Segmentation for Anatomical Structures: Evaluation in the VISCERAL Anatomy Benchmarks (2014) (17)
Overview of the medical tasks in ImageCLEF 2016 (2016) (17)
Content-Based Medical Image Retrieval (2010) (16)
Exploiting Health Related Features to Infer User Expertise in the Medical Domain (2014) (16)
Learning Feature Weights from User Behavior in Content-Based Image Retrieval (2000) (16)
Design of a Decentralized Reusable Research Database Architecture to Support Data Acquisition in Large Research Projects (2007) (16)
Measuring and Analyzing the Scholarly Impact of Experimental Evaluation Initiatives (2014) (16)
Neural network training for cross-protocol radiomic feature standardization in computed tomography (2019) (16)
Analysis of Histopathology Images (2017) (16)
ImageCLEF 2004: Combining Image and Multi-lingual Search for Medical Image Retrieval (2004) (16)
Creating a Large-Scale Silver Corpus from Multiple Algorithmic Segmentations (2015) (16)
Deep Multimodal Classification of Image Types in Biomedical Journal Figures (2018) (16)
User Tests for Assessing a Medical Image Retrieval System: A Pilot Study (2013) (16)
Evaluating multimodal relevance feedback techniques for medical image retrieval (2016) (15)
Using Medline Queries to Generate Image Retrieval Tasks for Benchmarking (2008) (15)
A Qualitative Task Analysis of Biomedical Image Use and Retrieval (2005) (15)
Deep Multimodal Case-Based Retrieval for Large Histopathology Datasets (2017) (15)
Medical Imaging and Informatics, 2nd International Conference, MIMI 2007, Beijing, China, August 14-16, 2007, Revised Selected Papers (2008) (14)
Putting the Content Into Context: Features and Gaps in Image Retrieval (2009) (14)
Fusing learned representations from Riesz Filters and Deep CNN for lung tissue classification (2019) (14)
Cloud-Based Evaluation Framework for Big Data (2013) (14)
Using the Grid for Enhancing the Performance of a Medical Image Search Engine (2008) (13)
The @neurIST project (2008) (13)
Overview of ImageCLEFtuberculosis 2021 - CT-based Tuberculosis Type Classification (2021) (13)
Overview of the 2005 cross-language image retrieval track (ImageCLEF) (2005) (13)
Case-based fracture image retrieval (2012) (13)
Systematic comparison of deep learning strategies for weakly supervised Gleason grading (2020) (13)
DeepHistReg: Unsupervised Deep Learning Registration Framework for Differently Stained Histology Samples (2020) (13)
Optimized Distributed Hyperparameter Search and Simulation for Lung Texture Classification in CT Using Hadoop (2016) (13)
Epileptogenic Lesion Quantification in MRI Using Contralateral 3D Texture Comparisons (2013) (13)
An open framework for distributed multimedia retrieval (2000) (12)
Generalizing convolution neural networks on stain color heterogeneous data for computational pathology (2020) (12)
Report on the TREC 2003 Experiment: Genomic Track (2003) (12)
PROMISE retreat report prospects and opportunities for information access evaluation (2012) (12)
Benefits of texture analysis of dual energy CT for Computer-Aided pulmonary embolism detection (2013) (12)
Image Magnification Regression Using DenseNet for Exploiting Histopathology Open Access Content (2018) (12)
Architecture and applications of the Parallel Distributed Image Search Engine (ParaDISE) (2014) (12)
Unleashing the potential of digital pathology data by training computer-aided diagnosis models without human annotations (2022) (12)
A Web-based evaluation system for content-based image retrieval (2001) (11)
The Discriminative Power and Stability of Radiomics Features With Computed Tomography Variations: Task-Based Analysis in an Anthropomorphic 3D-Printed CT Phantom. (2021) (11)
Visualizing and interpreting feature reuse of pretrained CNNs for histopathology (2019) (11)
Experimental IR Meets Multilinguality, Multimodality, and Interaction: 10th International Conference of the CLEF Association, CLEF 2019, Lugano, Switzerland, September 9–12, 2019, Proceedings (2019) (11)
Enriching content-based image retrieval with multilingual search terms (2004) (11)
Comparing the quality of accessing medical literature using content-based visual and textual information retrieval (2009) (11)
Multi-structure Atlas-Based Segmentation Using Anatomical Regions of Interest (2013) (11)
Task 3 : User-centred health information retrieval : (2014) (11)
University and Hospitals of Geneva at ImageCLEF 2007 (2007) (11)
Report on the CLEF Experiment: Combining Image and Multilingual Search for Medical Image Retrieval (2004) (11)
Harnessing the Scientific Data Produced by the Experimental Evaluation Search Engines and Information Access Systems (2011) (11)
Multi-scale visual words for hierarchical medical image categorisation (2012) (11)
Lung CT Analysis and Retrieval as a Diagnostic Aid (2005) (11)
On the Scale Invariance in State of the Art CNNs Trained on ImageNet (2021) (11)
Comparing image search behaviour in the ARRS GoldMiner search engine and a clinical PACS/RIS (2015) (10)
Medical Multimedia Retrieval 2.0 (2008) (10)
3D Riesz-wavelet based Covariance descriptors for texture classification of lung nodule tissue in CT (2015) (10)
Textured Graph-model of the Lungs for Tuberculosis Type Classification and Drug Resistance Prediction: Participation in ImageCLEF 2017 (2017) (10)
Information Fusion for Combining Visual and Textual Image Retrieval in ImageCLEF@ICPR (2010) (10)
Author Correction: Why rankings of biomedical image analysis competitions should be interpreted with care (2019) (10)
Using heterogeneous annotation and visual information for the benchmarking of image retrieval systems (2006) (10)
User interaction and performance evaluation in content-based visual information retrieval (2002) (10)
Medical (Visual) Information Retrieval (2012) (10)
Fusion Techniques in Biomedical Information Retrieval (2014) (10)
Seven Years of Image Retrieval Evaluation (2010) (10)
The Parallel Distributed Image Search Engine (ParaDISE) (2017) (10)
Concept attribution: Explaining CNN decisions to physicians (2020) (9)
Performing Image Classification with a Frequency-based Information Retrieval Schema for ImageCLEF 2006 (2006) (9)
Building a Community Grid for Medical Image Analysis inside a Hospital, a Case Study (2008) (9)
Translation by Text Categorisation: Medical Image Retrieval in ImageCLEFmed 2006 (2006) (9)
Benchmarking result diversification in social image retrieval (2014) (9)
Multi-Scale Task Multiple Instance Learning for the Classification of Digital Pathology Images with Global Annotations (2021) (9)
Semi-supervised Learning for Image Modality Classification (2015) (9)
A Lung Graph-Model for Pulmonary Hypertension and Pulmonary Embolism Detection on DECT Images (2016) (9)
Multi_Scale_Tools: A Python Library to Exploit Multi-Scale Whole Slide Images (2021) (9)
MRML: Towards an extensible standard for multimedia querying and benchmarking (Draft Proposal) (2000) (9)
KnowARC: Enabling Grid networks for the biomedical research community (2007) (9)
From medical imaging to medical informatics (2008) (9)
Overview of the ImageCLEFmed 2021 Concept & Caption Prediction Task (2021) (9)
Hierarchic Anatomical Structure Segmentation Guided by Spatial Correlations (AnatSeg-Gspac): VISCERAL Anatomy3 (2015) (9)
The Medical Image Retrieval Task (2010) (9)
Learning cross-protocol radiomics and deep feature standardization from CT images of texture phantoms (2019) (9)
A web-based evaluation system for CBIR (2001) (9)
Interpretable CNN Pruning for Preserving Scale-Covariant Features in Medical Imaging (2020) (8)
RadLex Terms and Local Texture Features for Multimodal Medical Case Retrieval (2015) (8)
ImageCLEF 2019: Multimedia Retrieval in Lifelogging, Medical, Nature, and Security Applications (2019) (8)
Medical Content-Based Retrieval for Clinical Decision Support (2009) (8)
Learning-Based Affine Registration of Histological Images (2020) (8)
Logo and Text Removal for Medical Image Retrieval (2005) (8)
Automatic abnormal region detection in lung CT images for visual retrieval (2005) (8)
Interpreting Intentionally Flawed Models with Linear Probes (2019) (8)
An End-to-End 3D ConvLSTM-based Framework for Early Diagnosis of Alzheimer's Disease from Full-Resolution Whole-Brain sMRI Scans (2021) (8)
A global taxonomy of interpretable AI: unifying the terminology for the technical and social sciences (2022) (8)
Region-based volumetric medical image retrieval (2013) (8)
Semi-weakly Supervised Learning for Prostate Cancer Image Classification with Teacher-Student Deep Convolutional Networks (2020) (8)
Tumor proliferation assessment of whole slide images (2018) (8)
Texture-based Graph Model of the Lungs for Drug Resistance Detection, Tuberculosis Type Classification, and Severity Scoring: Participation in ImageCLEF 2018 Tuberculosis Task (2018) (8)
Lung Tissue Analysis Using Isotropic Polyharmonic B – Spline Wavelets (2008) (8)
Datasets column: diversity and credibility for social images and image retrieval (2018) (8)
A Medical X-Ray Image Classification and Retrieval System (2016) (7)
The MedGIFT Group at ImageCLEF 2009 (2008) (7)
Report on the Cloud-Based Evaluation Approaches Workshop 2015 (2016) (7)
Overview of the Multimedia Information Processing for Personality & Social Networks Analysis Contest (2018) (7)
Hierarchical classification using a frequency-based weighting and simple visual features (2008) (7)
Rotation-covariant tissue analysis for interstitial lung diseases using learned steerable filters: Performance evaluation and relevance for diagnostic aid (2018) (7)
Medical Computer Vision: Algorithms for Big Data (2014) (7)
Sharpening Local Interpretable Model-Agnostic Explanations for Histopathology: Improved Understandability and Reliability (2021) (7)
The importance of feature aggregation in radiomics: a head and neck cancer study (2020) (7)
Information Retrieval Meets Information Visualization (2013) (7)
Summarizing Citation Contexts of Scientific Publications (2015) (7)
Learning a Frequency-Based Weighting for Medical Image Classification (2007) (7)
Rotation-covariant visual concept detection using steerable Riesz wavelets and bags of visual words (2013) (7)
A Visual Information Retrieval System for Radiology Reports and the Medical Literature (2014) (6)
A PROMISE for Experimental Evaluation (2010) (6)
Prospects and Challenges of Radiomics by Using Nononcologic Routine Chest CT. (2020) (6)
Unsupervised Learning-Based Nonrigid Registration of High Resolution Histology Images (2020) (6)
A framework for diagnosis of interstitial lung diseases in HRCT: the TALISMAN project (2008) (6)
Cloud-Based Benchmarking of Medical Image Analysis (2017) (6)
Deep Features and Data Reduction for Classification of SD-OCT Images: Application to Diabetic Macular Edema (2018) (6)
Combining weakly and strongly supervised learning improves strong supervision in Gleason pattern classification (2021) (6)
Open Source Software in the biomedical domain (2005) (6)
Overview of ImageCLEFtuberculosis 2022 - CT-based Cavern Detection and Report (2022) (6)
From visual words to a visual grammar: using language modelling for image classification (2017) (6)
Multi-modal Medical Image Retrieval (2011) (6)
Query and Document Translation by Automatic Text Categorization: A Simple Approach to Establish a Strong Textual Baseline for ImageCLEFmed 2006 (2006) (6)
Medical imaging and telemedicine - from medical data production, to processing, storing, and sharing: A short outlook (2006) (6)
Medical case-based retrieval: integrating query MeSH terms for query-adaptive multi-modal fusion (2015) (6)
University and Hospitals of Geneva Participating at ImageCLEF 2007 (2008) (6)
Automated Object Extraction for Medical Image Retrieval Using the Insight Toolkit (ITK) (2006) (6)
Multimodal Latent Semantic Alignment for Automated Prostate Tissue Classification and Retrieval (2020) (6)
Analysis combination and pseudo relevance feedback in conceptual language model (2010) (5)
Benchmarking Image Retrieval Diversification Techniques for Social Media (2020) (5)
An Easy Setup for Parallel Medical Image Processing: Using Taverna and ARC (2009) (5)
Multi-modal Relevance Feedback for Medical Image Retrieval (2014) (5)
A decade of community-wide efforts in advancing medical image understanding and retrieval (2015) (5)
Using Crowdsourcing for Multi-label Biomedical Compound Figure Annotation (2016) (5)
Multi atlas-based segmentation with data driven refinement (2014) (5)
Determining the relative importance of figures in journal articles to find representative images (2013) (5)
Medical Visual Information Retrieval Based on Multi-Dimensional Texture Modeling (2011) (5)
Towards an Automated Nosocomial Infection Case Reporting - Framework to Build a Computer-aided Detection of Nosocomial Infection (2009) (5)
Experiences from the ImageCLEF Medical Retrieval and Annotation Tasks (2019) (5)
Retrieval of 4D Dual Energy CT for Pulmonary Embolism Diagnosis (2012) (5)
H&E-adversarial network: a convolutional neural network to learn stain-invariant features through Hematoxylin & Eosin regression (2021) (5)
Guest Editorial: Information Fusion for Medical Data: Early, Late, and Deep Fusion Methods for Multimodal Data (2020) (5)
USYD/HES-SO in the VISCERAL Retrieval Benchmark (2015) (5)
Evaluation and comparison of CNN visual explanations for histopathology (2021) (5)
Overview of the Third Workshop on Medical Content-Based Retrieval for Clinical Decision Support (MCBR-CDS 2012) (2012) (5)
Indexing the medical open access literature for textual and content-based visual retrieval (2010) (5)
An AI-Based Algorithm for the Automatic Classification of Thoracic Radiographs in Cats (2021) (5)
Determining the scale of image patches using a deep learning approach (2018) (5)
Report on the SIGIR 2014 Workshop on Medical Information Retrieval (MedIR) (2014) (5)
Safe Storage and Multi-Modal Search for Medical Images (2011) (5)
Breast Histopathology with High-Performance Computing and Deep Learning (2020) (5)
Texture classification of anatomical structures in CT using a context-free machine learning approach (2015) (5)
Shangri–La: A medical case–based retrieval tool (2017) (4)
Pulmonary embolism detection using localized vessel-based features in dual energy CT (2015) (4)
Content-based image retrieval from a database of fracture images (2007) (4)
Global pattern recognition: The imageCLEF Benchmark (2010) (4)
Meaningful Bags of Words for Medical Image Classification and Retrieval (2015) (4)
How Grids are Perceived in Healthcare and the Public Service Sector (2008) (4)
From Local to Global: A Holistic Lung Graph Model (2018) (4)
Sensors, Medical Images and Signal Processing: (2010) (4)
[Effects of adjuvant chemotherapy of breast cancer on gonadal function]. (1990) (4)
Variation of Relevance Assessments for Medical Image Retrieval (2006) (4)
Multilingual Information Access Evaluation II. Multimedia Experiments - 10th Workshop of the Cross-Language Evaluation Forum, CLEF 2009, Corfu, Greece, September 30 - October 2, 2009, Revised Selected Papers (2010) (4)
A Modern Web Interface for Medical Image Retrieval (2014) (4)
A lung graph model for the radiological assessment of chronic thromboembolic pulmonary hypertension in CT (2020) (4)
Textured Graph-Based Model of the Lungs: Application on Tuberculosis Type Classification and Multi-drug Resistance Detection (2018) (4)
Editorial to the Special Issue on Medical Image Annotation in ImageCLEF 2007 (2008) (4)
Lung Graph-Model Classification with SVM and CNN for Tuberculosis Severity Assessment and Automatic CT Report Generation (2019) (4)
Overview of the Second Workshop on Medical Content-Based Retrieval for Clinical Decision Support (2011) (4)
Machine Learning Assisted Citation Screening for Systematic Reviews (2020) (3)
Systematic Evaluations and Ground Truth (2010) (3)
2D-Based 3D Volume Retrieval Using Singular Value Decomposition of Detected Regions (2013) (3)
Overview of the 2014 Workshop on Medical Computer Vision - Algorithms for Big Data (MCV 2014) (2014) (3)
Ground truth generation in medical imaging (2012) (3)
PROMISE technology transfer day: spreading the word on information access evaluation at an industrial event (2013) (3)
Medical Image Retrieval: Applications and Resources (2020) (3)
Evaluating image browsers using structured annotation (2001) (3)
Report on the ImageCLEF Experiment: How to Visually Retrieve Images from the St. Andrews Collection using GIFT (2004) (3)
Guiding CNNs towards Relevant Concepts by Multi-task and Adversarial Learning (2020) (3)
Exploiting biomedical literature to mine out a large multimodal dataset of rare cancer studies (2020) (3)
Supporting collaborative improvement of resources in the Khresmoi health information system (2012) (3)
Training Deep Neural Networks for Small and Highly Heterogeneous MRI Datasets for Cancer Grading (2020) (3)
Extension to the Multimedia Retrieval Markup Language: A communication protocol for content-based image retrieval (2003) (3)
Multimodal Retrieval in the Medical Domain (2015) (3)
Visual interpretability for patch-based classification of breast cancer histopathology images (2018) (3)
Enhanced visualization of pulmonary perfusion in 4D Dual Energy CT images (2014) (3)
Khresmoi Professional: Multilingual, Multimodal Professional Medical Search (2014) (3)
A Web Service for enabling Medical Image Retrieval Integrated into a Social Medical Image Sharing Platform (2010) (3)
Medical Computer Vision: Algorithms for Big Data (2015) (3)
Toward translational incremental similarity-based reasoning in breast cancer grading (2009) (3)
Analysis of Keywords used in Image Understanding Tasks 15 : 10 – 15 : 35 Katerina Pastra Image-Language Association : are we looking at the right features ? 15 : 35 – 16 : 00 (2006) (3)
Determining the importance of figures in journal articles to find representative images (2013) (3)
Analyzing Medical Image Search Behavior: Semantics and Prediction of Query Results (2015) (3)
Text- and Content-Based Medical Image Retrieval in the VISCERAL Retrieval Benchmark (2017) (3)
Image Classification with a Frequency-Based Information Retrieval Scheme for ImageCLEFmed 2006 (2006) (3)
Running Medical Image Analysis on GridFactory Desktop Grid (2009) (3)
Mobile medical image retrieval (2011) (3)
Problems with Running a Successful Multimedia Retrieval Benchmark ∗ (2007) (3)
KHRESMOI for radiologists - Visual search in radiology archives and the open-access medical literature (2013) (3)
A large margin piecewise linear classifier with fusion of deep features in the diagnosis of COVID-19 (2021) (3)
Integration of Medical Images into the Digital Hospital (2011) (3)
Special issue on image and video retrieval evaluation (2010) (3)
Finding and Classifying Tuberculosis Types for a Targeted Treatment: MedGIFT-UPB Participation in the ImageCLEF 2017 Tuberculosis Task (2017) (2)
Yearbook of Medical Informatics Quality criteria for medical informatics research papers (2011) (2)
Making sense of large data sets without annotations: analyzing age-related correlations from lung CT scans (2017) (2)
Creating Realistic Topics for Image Retrieval Evaluation (2010) (2)
Interpretable and Annotation-Efficient Learning for Medical Image Computing: Third International Workshop, iMIMIC 2020, Second International Workshop, MIL3ID 2020, and 5th International Workshop, LABELS 2020, Held in Conjunction with MICCAI 2020, Lima, Peru, October 4–8, 2020, Proceedings (2020) (2)
Retrieving Similar Cases from the Medical Literature - The ImageCLEF experience (2010) (2)
Brain-on-Cloud for automatic diagnosis of Alzheimer's disease from 3D structural magnetic resonance whole-brain scans (2022) (2)
Khresmoi Professional: Multilingual Semantic Search for Medical Professionals (2013) (2)
EaaS: Evaluation-as-a-Service and Experiences from the VISCERAL Project (2019) (2)
GPU-Accelerated Texture Analysis Using Steerable Riesz Wavelets (2016) (2)
A Graph Model of the Lungs with Morphology-Based Structure for Tuberculosis Type Classification (2019) (2)
Multiscale salient point-based retrieval of fracture cases (2011) (2)
Semi-supervised Learning with a Teacher-Student Paradigm for Histopathology Classification: A Resource to Face Data Heterogeneity and Lack of Local Annotations (2020) (2)
Generating Captions for Medical Images with a Deep Learning Multi-hypothesis Approach: ImageCLEF 2017 Caption Task (2017) (2)
Image retrieval: Image retrieval in medicine: The ImageCLEF medical image retrieval evaluation (2007) (2)
Using medGIFT and easyIR for the ImageCLEF 2005 Evaluation Tasks (2005) (2)
[Interobserver variability in CT of oro- and hypopharyngeal carcinomas]. (2001) (2)
Bringing the algorithms to the data (2012) (2)
Toward Automated Component-Level Evaluation (2009) (2)
Medical Image Retrieval using Bag of Meaningful Visual Words (2013) (2)
MedGIFT at ImageCLEF 2008 (2008) (2)
End-to-End Fine-Grained Neural Entity Recognition of Patients, Interventions, Outcomes (2021) (2)
Sensors, Signals, and Images in Medical Informatics: Progress and Evaluation (2008) (2)
The 2021 ImageCLEF Benchmark: Multimedia Retrieval in Medical, Nature, Internet and Social Media Applications (2021) (2)
Classification of Noisy Free-Text Prostate Cancer Pathology Reports Using Natural Language Processing (2020) (2)
Text-based Image Retrieval (2009) (2)
Synchronized slice viewing of similar image series (2012) (2)
Three dimensional multi-scale visual words for texture-based cerebellum segmentation (2012) (2)
MindLab-UNAL: Comparing Metamap and T-mapper for Medical Concept Extraction in SemEval 2014 Task 7 (2014) (2)
Sensors, Medical Images and Signal Processing: (2011) (2)
Revised Selected Papers from the First International Workshop on Multimodal Retrieval in the Medical Domain - Volume 9059 (2015) (1)
MRML: A communication protocol for content-based multimedia retrieval (2000) (1)
Overview of ImageCLEF 2018 (2018) (1)
Studying Public Medical Images from the Open Access Literature and Social Networks for Model Training and Knowledge Extraction (2020) (1)
UvA-DARE (Digital Academic Repository) CLEF 2019 technology assisted reviews in empirical medicine overview (2017) (1)
IRMA Code II - A New Concept for Classification of Medical Images (2012) (1)
The ImageCLEF Management System (2009) (1)
Learning Interpretable Pathology Features by Multi-task and Adversarial Training Improves CNN Generalization (2021) (1)
Subdiv17: a dataset for investigating subjectivity in the visual diversification of image search results (2018) (1)
The MedGIFT Project: Global Perspectives of a Medical Doctor (2007) (1)
Asymmetric-margin support vector machines for lung tissue classification (2010) (1)
Consolidating the ImageCLEF Medical Task Test Collection : 2005-2007 (2007) (1)
Biomedical Image Analysis Challenges (BIAS) Reporting Guideline (2020) (1)
DISTANT-CTO: A Zero Cost, Distantly Supervised Approach to Improve Low-Resource Entity Extraction Using Clinical Trials Literature (2022) (1)
How a clinical information system can support life science research (2008) (1)
Retrieval of Medical Cases for Diagnostic Decisions: VISCERAL Retrieval Benchmark (2017) (1)
Augmented Medical Image Management (2005) (1)
The Participation of MedGIFT Group at ImageCLEFmed 2010 (2010) (1)
Revealing Tumor Habitats from Texture Heterogeneity Analysis for Classification of Lung Cancer Malignancy and Aggressiveness (2019) (1)
DebugIT for patient safety - the fight against emergent microbial diseases using multimedia data mining of heterogeneous clinical data (2008) (1)
Using Probability Maps for Multi-organ Automatic Segmentation (2013) (1)
Proceedings of the 6th international conference on Cross-Language Evalution Forum: accessing Multilingual Information Repositories (2005) (1)
Is tumor heterogeneity quantified by 3D texture analysis of MRI able to predict non-response to NAC in breast cancer ? (2016) (1)
Aspects of Medical Information Search (2011) (1)
Report on the SIGIR 2016 Workshop on Medical Information Retrieval (MedIR) (2017) (1)
ImageCLEF 2022: Multimedia Retrieval in Medical, Nature, Fusion, and Internet Applications (2022) (1)
Predicting non-response to NAC in patients with breast cancer using 3D texture analysis (2015) (1)
Combination of Visual and Textual Similarity Retrieval from Medical Documents (2009) (1)
Augmented Medical Image Management for Integrated Healthcare Solutions (1)
Combining Radiology Images and Clinical Metadata for Multimodal Medical Case-Based Retrieval (2017) (1)
IRMA Code II: Unique Annotation of Medical Images for Access and Retrieval (2012) (1)
Khresmoi - Multilingual Semantic Search of Medical Text and Images (2013) (1)
BatmanLab in the ImageCLEF Tuberculosis task 2017 (2017) (1)
Panel Presentation: Towards Systematic Evaluation of Methods, Applications, and Resources for eHealth Document Analysis (2012) (1)
Informatics in Radiology ( info RAD ) Benefits of Content-based Visual Data Access in Radiology 1 (2005) (1)
Overview of ImageCLEFtuberculosis 2019 (2019) (1)
Distributed Container-Based Evaluation Platform for Private/Large Datasets (2018) (1)
MedIR14: medical information retrieval workshop (2014) (1)
Sensors, Medical Images and Signal Processing: (2009) (1)
Is Visualization Usable for Displaying Web Search Results in an Exploratory Search Context? (2018) (0)
User centered evaluation of the KHRESMOI image search system for radiologists (2015) (0)
A 3D OBJECT RETRIEVAL SYSTEM USING TEXT AND SIMPLE VISUAL INFORMATION (2010) (0)
[Radiodiagnosis of pathologic processes of the stomach using EDP as a diagnostic aid]. (1983) (0)
Proceedings of the 4th International Conference on Information Access Evaluation. Multilinguality, Multimodality, and Visualization - Volume 8138 (2013) (0)
Imaging Optimized Distributed Hyperparameter Search and Simulation for Lung Texture Classiﬁcation in CT Using Hadoop (2016) (0)
Image Distribution and Integration Strategies (2010) (0)
Toward a Single Multimodal Proposal for Content-Based Cross Language Image Retrieval (2004) (0)
Sensors, Medical Images and Signal Processing: Ubiquitous Personalized Health Monitoring (2012) (0)
An automatically generated texture-based atlas of the lungs (2018) (0)
Workshop Multimodal Retrieval in the Medical Domain (MRMD) 2015 (2015) (0)
Why rankings of biomedical image analysis competitions should be interpreted with care (2018) (0)
Overview of VISCERAL Benchmarks in Intelligent Medical Data Analysis (2019) (0)
Proceedings of the Second MICCAI international conference on Medical Content-Based Retrieval for Clinical Decision Support (2009) (0)
Creating an AI Ecosystem for Multimodal Data Analysis in the MedGIFT Group (2019) (0)
Mobile Image Upload for Radiology (2013) (0)
Invnet: A Deep Learning Approach To Invert Complex Deformation Fields (2021) (0)
How can we do better ? Pitfalls in biomedical challenge design and how to address them (2018) (0)
How users search and what they search for in the medical domain (2015) (0)
UvA-DARE (Digital Automatic thresholding by sampling documents and estimating recall (2019) (0)
TO THE MULTIMEDIA RETRIEVAL MARKUP LANGUAGE – A COMMUNICATION PROTOCOL FOR CONTENT – BASED IMAGE RETRIEVAL (2003) (0)
A Demo of multimodal medical retrieval (2016) (0)
[Research applications in digital radiology. Big data and co]. (2016) (0)
Automating Quality Control for Structured Standardized Radiology Reports Using Text Analysis (2020) (0)
Overview of the First Workshop of Muldimodal Retrieval in the Medical Domain (MRMD 2015) (2015) (0)
Medical Information Search Workshop (MEDIR) (2016) (0)
Retrieval of high-dimensional visual data: current state, trends and challenges ahead (2013) (0)
Fast search for radiology cases in hospital systems via content-based image retrieval (2013) (0)
Searching Text and Searching Text and Images in the Medical Domain (2012) (0)
The Reality of Content-based Image Retrieval (2001) (0)
Measuring the effectiveness of hospital-acquired infection prevention (2010) (0)
Khresmoi: semantics in medical search (2014) (0)
A Novel Siamese Deep Hashing Model for Histopathology Image Retrieval (2023) (0)
Pulmonary Embolism Detecton using Localized Vessel–Based Features in Dual Energy CT (2015) (0)
[Results of treatment following stage-dependent therapy of non-seminomatous testicular tumors]. (1987) (0)
Reports on CBMI 16 and ICME 16 (2016) (0)
PROMISE winter school 2012 information retrieval meets information visualization (2012) (0)
Texture classiﬁcation of anatomical structures using a context–free machine learning approach (2015) (0)
VISCERAL: Evaluation-as-a-Service for Medical Imaging (2017) (0)
Collaborative Resource Development and Delivery Workshop Programme (2012) (0)
VISCERAL@ISBI 2015 VISCERAL Anatomy3 Organ Segmentation Challenge (2015) (0)
A System for Visual Information Retrieval in Images, Radiology Reports and the Medical Literature (2013) (0)
Learning Interpretable Diagnostic Features of Tumor by Multi-task Adversarial Training of Convolutional Networks: Improved Generalization (2022) (0)
Chapter 1 Seven Years of Image Retrieval Evaluation (2019) (0)
3 D epileptogenic lesion texture analysis and quantification in MRI using contralateral 3 D Riesz wavelet transform (2013) (0)
Subdiv17 (2018) (0)
Towards a uniform management of multimedia presentations with MHEG (2007) (0)
Overview of the 2013 Workshop on Medical Computer Vision (MCV 2013) (2013) (0)
The ImageCLEF benchmark on multimodal multilingual image retrieval (2006) (0)
[X-ray studies in the early diagnosis of stomach cancer]. (1978) (0)
Using the Cloud as a Platform for Evaluation and Data Preparation (2017) (0)
Evaluation of Content-based, Tissue-Analysis Algorithms for Lung Pathology Detection (2012) (0)
Report on CLEF 2019 (2021) (0)
A Survey of Grid Knowledge and Grid Perception in the Public Sector (2010) (0)
A comparison between ARC and gLite for medical image processing on Grids (2009) (0)
Preface MCV 2016 (2017) (0)
[Possibilities for the use of exfoliative urine cytology in invasive and noninvasive bladder cancer]. (1985) (0)
Finding seed points for organ segmentation using example annotations (2014) (0)
Common Limitations of Image Processing Metrics (2021) (0)
Result diversification in social image retrieval: a benchmarking framework (2014) (0)
Results of systemic chemotherapy of advanced bladder carcinomas (phase II study) (2006) (0)
[Esophageal cancer]. (1984) (0)
ImageCLEF 2023 Highlight: Multimedia Retrieval in Medical, Social Media and Content Recommendation Applications (2023) (0)
Session details: Special oral session 1: medical multimedia retrieval (2010) (0)
Proceedings of the 2012 international conference on Information Retrieval Meets Information Visualization (2012) (0)
Locating seed points for automatic multi-organ segmentation using non-rigid registration and organ annotations (2015) (0)
for Multi-label Biomedical Compound Figure Annotation (2016) (0)
2016 14th International Workshop on Content-Based Multimedia Indexing (2016) (0)
Overview of the 2015 Workshop on Medical Computer Vision - Algorithms for Big Data (MCV 2015) (2015) (0)
A review of medical grids and their direction - A Swiss/Japanese perspective (2015) (0)

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