Sameer Antani

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Sivaramakrishnan RajaramanResearch Scientist@Guidehouse Digital LLC@National Library of Medicine, NIHVerified email at nih.gov
Dina Demner-FushmanNational Library of MedicineVerified email at mail.nih.gov
Stefan JaegerNational Institutes of HealthVerified email at nih.gov
Sema CandemirAsst. Prof., Eskisehir Technical UniversityVerified email at eskisehir.edu.tr
Les Folio, DO, MPH, CIIPProfessor of oncologic sciences, University of South FloridaVerified email at moffitt.org
Md Mahmudur RahmanProfessor of CS, Morgan State UniversityVerified email at morgan.edu
Joe StanleyMissouri University of Science and TechnologyVerified email at mst.edu
Mark SchiffmanNational Cancer InstituteVerified email at mail.nih.gov
KC SantoshDept. of Computer Science (Prof. & Chair) and AI Lab (Founding Director), University of South DakotaVerified email at usd.edu
Dah-Jye (D.J.) LeeProfessor of Electrical and Computer Engineering, Brigham Young UniversityVerified email at byu.edu
Feng YangFDAVerified email at fda.hhs.gov
Alexandros KarargyrisMLCommonsVerified email at mlcommons.org
Matthew S. SimpsonQualcomm, Inc.Verified email at qti.qualcomm.com
Rangachar KasturiDouglas W. Hood Professor Emeritus of Computer Science and Engineering, University of South FloridaVerified email at mail.usf.edu
Sharon X. HuangProfessor in College of Information Sciences and Technology at Penn State UniversityVerified email at psu.edu
Richard J MaudeProfessor of Tropical Medicine, University of OxfordVerified email at tropmedres.ac
Peng GuoMachine Learning Program Lead, Instructor, Massachusetts General Hospital/Harvard Medical SchoolVerified email at mgh.harvard.edu
Mahdieh PoostchiMicrosoftVerified email at microsoft.com
Jayashree Kalpathy-CramerUniversity of ColoradoVerified email at cuanschutz.edu
Brian BefanoUniversity of Washington, IMS Inc.Verified email at uw.edu

Sameer Antani

National Library of Medicine, National Institutes of Health

Verified email at nih.gov - Homepage

Medical Imaging Machine Learning Artificial Intelligence Image Informatics Visual Information Retrieval


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Two public chest X-ray datasets for computer-aided screening of pulmonary diseases S Jaeger, S Candemir, S Antani, YXJ Wáng, PX Lu, G Thoma Quantitative imaging in medicine and surgery 4 (6), 475, 2014	1101	2014
Preparing a collection of radiology examinations for distribution and retrieval D Demner-Fushman, MD Kohli, MB Rosenman, SE Shooshan, ... Journal of the American Medical Informatics Association 23 (2), 304-310, 2016	969	2016
Automatic tuberculosis screening using chest radiographs S Jaeger, A Karargyris, S Candemir, L Folio, J Siegelman, F Callaghan, ... IEEE transactions on medical imaging 33 (2), 233-245, 2013	691	2013
Lung segmentation in chest radiographs using anatomical atlases with nonrigid registration S Candemir, S Jaeger, K Palaniappan, JP Musco, RK Singh, Z Xue, ... IEEE transactions on medical imaging 33 (2), 577-590, 2013	668	2013
Pre-trained convolutional neural networks as feature extractors toward improved malaria parasite detection in thin blood smear images S Rajaraman, SK Antani, M Poostchi, K Silamut, MA Hossain, RJ Maude, ... PeerJ 6, e4568, 2018	536	2018
A survey on the use of pattern recognition methods for abstraction, indexing and retrieval of images and video S Antani, R Kasturi, R Jain Pattern recognition 35 (4), 945-965, 2002	520	2002
Histology image analysis for carcinoma detection and grading L He, LR Long, S Antani, GR Thoma Computer methods and programs in biomedicine 107 (3), 538-556, 2012	439	2012
An observational study of deep learning and automated evaluation of cervical images for cancer screening L Hu, D Bell, S Antani, Z Xue, K Yu, MP Horning, N Gachuhi, B Wilson, ... JNCI: Journal of the National Cancer Institute 111 (9), 923-932, 2019	394	2019
Iteratively pruned deep learning ensembles for COVID-19 detection in chest X-rays S Rajaraman, J Siegelman, PO Alderson, LS Folio, LR Folio, SK Antani Ieee Access 8, 115041-115050, 2020	376	2020
Visualization and interpretation of convolutional neural network predictions in detecting pneumonia in pediatric chest radiographs S Rajaraman, S Candemir, I Kim, G Thoma, S Antani Applied Sciences 8 (10), 1715, 2018	326	2018
Multimodal recurrent model with attention for automated radiology report generation Y Xue, T Xu, L Rodney Long, Z Xue, S Antani, GR Thoma, X Huang Medical Image Computing and Computer Assisted Intervention–MICCAI 2018: 21st …, 2018	236	2018
Deep learning for smartphone-based malaria parasite detection in thick blood smears F Yang, M Poostchi, H Yu, Z Zhou, K Silamut, J Yu, RJ Maude, S Jaeger, ... IEEE journal of biomedical and health informatics 24 (5), 1427-1438, 2019	222	2019
Overview of the ImageCLEF 2013 medical tasks. AGS De Herrera, J Kalpathy-Cramer, D Demner-Fushman, SK Antani, ... CLEF (Working Notes) 1179, 2013	208	2013
How far have we come? Artificial intelligence for chest radiograph interpretation K Kallianos, J Mongan, S Antani, T Henry, A Taylor, J Abuya, M Kohli Clinical radiology 74 (5), 338-345, 2019	200	2019
A learning-based similarity fusion and filtering approach for biomedical image retrieval using SVM classification and relevance feedback MM Rahman, SK Antani, GR Thoma IEEE Transactions on information technology in biomedicine 15 (4), 640-646, 2011	186	2011
Ontology of gaps in content-based image retrieval TM Deserno, S Antani, R Long Journal of digital imaging 22, 202-215, 2009	182	2009
Evaluating performance of biomedical image retrieval systems—An overview of the medical image retrieval task at ImageCLEF 2004–2013 J Kalpathy-Cramer, AGS de Herrera, D Demner-Fushman, S Antani, ... Computerized Medical Imaging and Graphics 39, 55-61, 2015	178	2015
Performance evaluation of deep neural ensembles toward malaria parasite detection in thin-blood smear images S Rajaraman, S Jaeger, SK Antani PeerJ 7, e6977, 2019	175	2019
Feature selection for automatic tuberculosis screening in frontal chest radiographs S Vajda, A Karargyris, S Jaeger, KC Santosh, S Candemir, Z Xue, ... Journal of medical systems 42, 1-11, 2018	169	2018
A review on lung boundary detection in chest X-rays S Candemir, S Antani International journal of computer assisted radiology and surgery 14, 563-576, 2019	168	2019

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