S
Sameer Antani
Researcher at National Institutes of Health
Publications - 369
Citations - 11416
Sameer Antani is an academic researcher from National Institutes of Health. The author has contributed to research in topics: Image retrieval & Content-based image retrieval. The author has an hindex of 48, co-authored 333 publications receiving 8408 citations. Previous affiliations of Sameer Antani include United States Department of Health and Human Services & Government of the United States of America.
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Journal ArticleDOI
Two public chest X-ray datasets for computer-aided screening of pulmonary diseases.
TL;DR: Two datasets of postero-anterior chest radiographs available to foster research in computer-aided diagnosis of pulmonary diseases with a special focus on pulmonary tuberculosis are made.
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Preparing a collection of radiology examinations for distribution and retrieval
Dina Demner-Fushman,Marc D. Kohli,Marc B. Rosenman,Sonya E. Shooshan,Laritza Rodriguez,Sameer Antani,George R. Thoma,Clement J. McDonald +7 more
TL;DR: In this article, a collection of radiology examinations, including both the images and radiologist narrative reports, and making them publicly available in a searchable database was presented, where the authors coded the key findings of the reports and empirically assessed the benefits of manual coding on retrieval.
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Lung Segmentation in Chest Radiographs Using Anatomical Atlases With Nonrigid Registration
Sema Candemir,Stefan Jaeger,Kannappan Palaniappan,Jonathan P. Musco,R. Singh,Zhiyun Xue,Alexandros Karargyris,Sameer Antani,George R. Thoma,Clement J. McDonald +9 more
TL;DR: A nonrigid registration-driven robust lung segmentation method using image retrieval-based patient specific adaptive lung models that detects lung boundaries, surpassing state-of-the-art performance is presented.
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Automatic Tuberculosis Screening Using Chest Radiographs
Stefan Jaeger,Alexandros Karargyris,Sema Candemir,Les R. Folio,Jenifer Siegelman,Fiona M. Callaghan,Zhiyun Xue,Kannappan Palaniappan,R. Singh,Sameer Antani,George R. Thoma,Yi-Xiang J. Wang,Pu-Xuan Lu,Clement J. McDonald +13 more
TL;DR: The proposed computer-aided diagnostic system for TB screening, which is ready for field deployment, achieves a performance that approaches the performance of human experts.
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A survey on the use of pattern recognition methods for abstraction, indexing and retrieval of images and video
TL;DR: This paper presents a comprehensive survey of the use of these pattern recognition methods which enable image and video retrieval bycontent in the media archives.