Keywords:
- 3D information retrieval
- Benchmarking
- case-based retrieval
- compound figure separation
- eHealth
- evaluation
- High-resolution lung CT
- image classification
- image retrieval
- image retrieval evaluation
- ImageCLEF
- ImageCLEF benchmark
- information retrieval evaluation
- interstitial lung diseases
- Lung image analysis
- Lung image retrieval
- lung tissue classification
- Medical image analysis and retrieval
- Medical image retrieval
- multidimensional image data analysis
- Multimodal information retrieval and information fusion
- precision
- recall
- test collection
- test collection creation including signals and images
- texture classification
- User testing and task analysis
- visual information retrieval
Publications of Jayashree Kalpathy-Cramer
2020
| , , , , , , and , An Exploration of Uncertainty Information for Segmentation Quality Assessment, in: SPIE Medical Imaging 2020: Image Processing, Houston, TX, USA, pages 381-390, SPIE, 2020 |
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2019
| , and , Experiences from the ImageCLEF Medical Retrieval and Annotation Tasks, Springer, 2019 |
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| , , , , , , , , and , Improved interpretability for computer-aided severity assessment of retinopathy of prematurity, in: SPIE Medical Imaging, San Diego, CA, USA, 2019 |
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2018
| , , , , , , , , , , , , and , Evaluation-as-a-Service for the Computational Sciences: Overview and Outlook (2018), in: Journal of Data and Information Quality |
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2017
| , , , , and , Making Sense of Large Data Sets without Annotations: Analyzing Age–related Correlations from Lung CT Scans, in: SPIE Medical Imaging, SPIE, 2017 |
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2016
| , , , , , , , , , , , , and , Report on the Cloud-Based Evaluation Approaches Workshop, in: SIGIR Forum, pages 35-41, 2016 |
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2015
, , and , A decade of community-wide efforts in advancing medical images understanding and retrieval (2015), in: Computerized Medical Imaging and Graphics, 39(1-2)
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, , , , and , Evaluating performance of biomedical image retrieval systems - an overview of the medical image retrieval task at ImageCLEF 2004-2013 (2015), in: Computerized Medical Imaging and Graphics, 39:55-61
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| , , , , , , , , , , , , and , Evaluation-as-a-Service: Overview and Outlook (2015), in: ArXiv |
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| , , , , , , , , , , and , Report on the Evaluation-as-a-Service (EaaS) Expert Workshop, in: SIGIR Forum, pages 57-65, 2015 |
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, , and , Special Issue (2015), in: Computerized Medical Imaging and Graphics, 39
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2013
| , , , and , Overview of the ImageCLEF 2013 medical tasks, in: CLEF working notes 2013, Valencia, Spain, 2013 |
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2012
| , , and , Creating a classification of image types in the medical literature for visual categorization, in: SPIE medical imaging, San Diego, USA, 2012 |
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| , , , , and , Overview of the ImageCLEF 2012 medical image retrieval and classification tasks, in: CLEF 2012 working notes, 2012 |
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2011
| and , Evaluation campaigns in medical imaging, in: Biomedical Image Processing - Methods and Applications, pages 497-520, Springer, 2011 |
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| , , , , and , Overview of the CLEF 2011 medical image classification and retrieval tasks, in: CLEF 2011 working notes, Amsterdam, The Netherlands, 2011 |
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2010
| , , , , and , 3D Case–Based Retrieval for Interstitial Lung Diseases, in: MCBR-CDS 2009: Medical Content-based Retrieval for Clinical Decision Support, London, UK, pages 39--48, Springer, 2010 |
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, , , , and , Editorial of MICCAI Workshop Proceedings on Medical Content-based Retrieval for Clinical Decision Support (2010), in: Springer Lecture Notes in Computer Sciences (LNCS):5853
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| , , and , Medical Image Retrieval: The ImageCLEF 2010 Challenge, RSNA 2010 presentation, 2010 |
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, , , , , and , Multilingual Information Access Vol. II Multimedia Experiments (2010), in: Lecture Notes in Computer Science, 6242
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| , , , , , , and , Overview of the CLEF 2010 medical image retrieval track, in: Working Notes of CLEF 2010 (Cross Language Evaluation Forum), 2010 |
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, , , and , Overview of the First Workshop on Medical Content-Based Retrieval for Clinical Decision Support at MICCAI 2009, in: MCBR-CDS, pages 1-17, Lecture Notes in Computer Sciences (LNCS), 2010
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| , , , and , Overview of the first workshop on Medical Content-Based Retrieval for Clinical Decision Support at MICCAI 2009, in: MCBR-CDS 2009: Medical Content-based Retrieval for Clinical Decision Support, pages 1-17, 2010 |
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, , , and , Proceedings of the Workshop MCBR-CDS at MICCAI 2009, Springer, 2010
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| , , , , , and , Retrieving Similar Cases from the Medical Literature - The ImageCLEF experience, in: Medinfo 2010, Cape Town, South Africa, pages 1189-1193, IOS Press, 2010 |
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| and , The ImageCLEF Medical Competition at ICPR 2010 - the Fusion Task, in: ICPR 2010, pages 3284-3287, Istanbul, Turkey, 2010 |
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| , and , The ImageCLEF Medical Image Retrieval Task, in: ImageCLEF – Experimental evaluation of visual information retrieval, pages 221-238, Springer, 2010 |
| and , The ImageCLEF Medical Retrieval Task at ICPR 2010 - Information Fusion to Combine Visual and Textual Information, in: ICPR 2010, Istanbul, Turkey, pages 99-108, Springer, 2010 |
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| , , , , and , Web-based medical image retrieval systems: a demonstration of the utility of text, images, and user input in retrieving relevant images, Demonstration at Medinfo 2010, 2010 |
2009
| , , and , Comparing the quality of accessing the medical literature using content-based visual and textual information retrieval, in: SPIE Medical Imaging, 2009 |
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| , , and , Image Retrieval in Medicine: The imageCLEF 2009 Challenge, in: RSNA 2009, Chicago, IL, USA, 2009 |
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, , , , and , Overview of the 2008 Medical Image Retrieval Task, in: Evaluating Systems for Multilingual and Multimodal Information Access - 9th Workshop of the Cross-Language Evaluation Forum, 2009
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| , , , , , , and , Overview of the CLEF 2009 Medical Image Retrieval Track, in: Working Notes of CLEF 2009 (Cross Language Evaluation Forum), 2009 |
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| , , , , and , Overview of the ImageCLEF 2008 Medical Image Retrieval, in: Springer Lecture Notes in Computer Science 5706, pages 500-510, 2009 |
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| and , Putting the content into context - features and gaps in image retrieval (2009), in: International Journal on Healthcare Information Systems and Informatics, 4:1(88-98) |
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, , , and , The consolidated Medical Image Retrieval Task Test Collection (2009), in: Journal of Digital Imaging, 22(6)(648-655)
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2008
| , , and , Image Retrieval in Radiology: The ImageCLEF Challenge, 2008 |
, , , , , and , Overview of the ImageCLEFmed 2007 Medical Retrieval and Annotation Tasks, in: CLEF 2007 Proceedings, pages 473-491, Springer, 2008
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| , , , , and , Overview of the ImageCLEFmed 2008 Medical Image Retrieval Task, in: CLEF working notes, Aarhus, Denmak, 2008 |
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| , , and , Query Analysis to Improve medical Image Retrieval, in: Society for Imaging Informatics in Medicine (SIIM) 2008, 2008 |
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| , , and , The ImageCLEFmed Medical Image Retrieval Task Test Collection, in: Society for Imaging Informatics in Medicine (SIIM) 2008, 2008 |
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| , , and , Using Medline queries to generate image retrieval tasks for benchmarking, in: Medical Informatics Europe (MIE2008), pages 523-528, IOS press, 2008 |
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2007
| , , and , Consolidating the ImageCLEF Medical Task Test Collection: 2005-2007, in: MUSCLE/ImageCLEF workshop, pages 31-39, 2007 |
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| , , and , Image Retrieval in Medicine: Motivations, Methods, and Results of the ImageCLEF medical image retrieval task, in: ISHIMR 2007, Sheffield, England, 2007 |
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| , , , , , and , Overview of the ImageCLEFmed 2007 Medical Retrieval and Annotation Tasks, in: Working Notes of the 2007 CLEF Workshop, 2007 |
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