Keywords:
- Bag-of-Colors
- big data
- case-based retrieval
- Content-based image retrieval
- crowdsourcing
- distributed computing
- gesture interaction
- GIFT
- Hadoop
- HCI
- image categorization
- image classification
- image retrieval
- ImageCLEF
- ImageCLEF benchmark
- information retrieval systems
- MapReduce
- medical image analysis
- Medical image analysis and retrieval
- Medical image retrieval
- medical image search
- medical information search
- medical search system
- multilingual
- multimodal
- Multimodal information retrieval and information fusion
- relevance feedback
- scalability
- semi-supervised learning
- SIFT
- support vector machines
- texture analysis
- user testing
- web based interface
- Web services
Publications of Dimitrios Markonis sorted by journal and type
ArXiv
| , , and , The Parallel Distributed Image Search Engine (ParaDISE) (2017), in: ArXiv(1701.05596) |
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arXiv
| , , , and , Using MapReduce for Large-scale Medical Image Analysis (2015), in: arXiv:1510.06937 |
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Computerized Medical Imaging and Graphics
, , and , Comparing Fusion Techniques for the ImageCLEF 2013 Medical Case Retrieval Task (2015), in: Computerized Medical Imaging and Graphics, 39(46–54)
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Health Management
| , , , , , and , KHRESMOI for radiologists - Visual search in radiology archives and the open-access medical literature (2013), in: Health Management, 13:3(23--24) |
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International Journal of Medical Informatics
, , , , , and , User-oriented evaluation of a medical image retrieval system for radiologists (2015), in: International Journal of Medical Informatics(774-783)
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International Journal of Online Engineering (iJOE)
| , and , A Remote Laboratory for Real-Time Digital Image Processing on Embedded Systems (2009), in: International Journal of Online Engineering (iJOE), Vol 5:No 4 |
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Journal of Information Retrieval
, and , Evaluating Multimodal Relevance Feedback Techniques for Medical Image Retrieval (2016), in: Journal of Information Retrieval
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Publications of type Inproceedings
2015
| , , , , and , Semi–Supervised Learning for Image Modality Classification, in: ECIR workshop MRMD, Vienna, Austria, 2015 |
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| , , , and , User centered evaluation of the KHRESMOI image search system for radiologists, in: ECR, Vienna, Austria, 2015 |
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2014
| , , , , , , and , A Visual Information Retrieval System for Radiology Reports and the Medical Literature, in: Multimedia modeling conference, Dublin, Ireland, 2014 |
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| , and , Architecture and applications of the Parallel Distributed Image Search Engine (ParaDISE), in: 1st International Workshop on Future Search Engines at INFORMATIK 2014, Stuttgart, Germany, 2014 |
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| , , and , Facilitating Medical Information Search using Google Glass connected to a Content-based Medical Image Retrieval System, in: Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Chicago, IL, USA, 2014 |
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| , , and , Gesture interaction for content--based medical image retrieval, in: ACM ICMR, Glasgow, UK, 2014 |
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| , and , Multi-modal relevance feedback for medical image retrieval, in: SIGIR workshop on Medical Information Retrieval, Gold Coast, Australia, 2014 |
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2013
| , , , , and , A System for Visual Information Retrieval in Images, Radiology Reports and the Medical Literature, in: RSNA demonstration, Chicago, IL, USA, 2013 |
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| , and , Bag-of-Colors for Biomedical Document Image Classification, in: MICCAI workshop MCBR-CDS, Nice, France, pages 110-121, 2013 |
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| , , , , and , Fast search for radiology cases in hospital systems via content-based image retrieval, in: European Congress of Radiology, Vienna, Austria, 2013 |
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| , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , and , Khresmoi – multilingual semantic search of medical text and images, in: MedInfo 2013, Copenhagen, Denmark, 2013 |
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| , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , and , Khresmoi Professional: Multilingual Semantic Search for Medical Professionals, in: SIGIR workshop on Health Data Discovery, Dublin, Ireland, 2013 |
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| , , , and , Preparing user tests for assessing a medical image retrieval system: A pilot study, in: MedInfo, Copenhagen, Denmark, 2013 |
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| , , , and , Separating compound figures in journal articles to allow for subfigure classification, in: SPIE, Medical Imaging, Orlando, FL, USA, 2013 |
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| , , , and , The medGIFT Group in ImageCLEFmed 2013, in: CLEF working Notes 2013, Valencia, Spain, 2013 |
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2012
| , , , , , and , A survey on visual information search behavior and requirements of radiologists, in: Methods of information in Medicine, pages 539-548, 2012 |
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| , , , , , and , Fast Content-based Visual Retrieval of Radiology Cases in Hospital Systems, in: RSNA, Chicago, IL, USA, 2012 |
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| , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , and , Khresmoi: Multimodal Multilingual Medical Information Search, in: Proceedings of the 24th International Conference of the European Federation for Medical Informatics, 2012 |
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| , , and , Multi-scale visual words for hierarchical medical image categorization, in: SPIE Medical Imaging 2012: Advanced PACS-based Imaging Informatics and Therapeutic Applications, San Diego, CA, USA, pages 83190F-83190F-11, 2012 |
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| , , and , The medGIFT Group in ImageCLEFmed 2012, in: CLEF working notes, 2012 |
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| , , , and , Using MapReduce for Large–scale Medical Image Analysis, in: 2nd IEEE Conference on Healthcare Informatics, Imaging and Systems Biology (HISB), La Jolla, California, 2012 |
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2011
| , , , and , Accessing the medical literature with content-based visual retrieval and text retrieval techniques., in: Proceedings of the Radiological Society of North America (RSNA), Chicago, Illinois, US, 2011 |
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| , , and , The MedGIFT group at ImageCLEFmed 2011, in: CLEF working notes, Amsterdam, The Netherlands, 2011 |
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| , , , , and , Using eye tracking on a clinical viewing station to help investigate image search requirements of radiologists., in: RSNA Proceedings, 2011 |
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Publications of type Proceedings
2014
| , , , and , Crowdsourcing for Medical Image Classification, 2014 |
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