An Observational Study of Deep Learning and Automated Evaluation of Cervical Images for Cancer Screening
Hu, Liming, Bell, David, Antani, Sameer, Xue, Zhiyun, Yu, Kai, Horning, Matthew P, Gachuhi, Noni, Wilson, Benjamin, Jaiswal, Mayoore S, Befano, Brian, Long, L Rodney, Herrero, Rolando, Einstein, Mark H, Burk, Robert D, Demarco, Maria, Gage, Julia C, Rodriguez, Ana Cecilia, Wentzensen, Nicolas, Schiffman, Mark
Published in JNCI : Journal of the National Cancer Institute (01.09.2019)
Published in JNCI : Journal of the National Cancer Institute (01.09.2019)
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Journal Article
Iteratively Pruned Deep Learning Ensembles for COVID-19 Detection in Chest X-Rays
Rajaraman, Sivaramakrishnan, Siegelman, Jenifer, Alderson, Philip O., Folio, Lucas S., Folio, Les R., Antani, Sameer K.
Published in IEEE access (01.01.2020)
Published in IEEE access (01.01.2020)
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Journal Article
Pre-trained convolutional neural networks as feature extractors toward improved malaria parasite detection in thin blood smear images
Rajaraman, Sivaramakrishnan, Antani, Sameer K, Poostchi, Mahdieh, Silamut, Kamolrat, Hossain, Md A, Maude, Richard J, Jaeger, Stefan, Thoma, George R
Published in PeerJ (San Francisco, CA) (16.04.2018)
Published in PeerJ (San Francisco, CA) (16.04.2018)
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Journal Article
Preparing a collection of radiology examinations for distribution and retrieval
Demner-Fushman, Dina, Kohli, Marc D., Rosenman, Marc B., Shooshan, Sonya E., Rodriguez, Laritza, Antani, Sameer, Thoma, George R., McDonald, Clement J.
Published in Journal of the American Medical Informatics Association : JAMIA (01.03.2016)
Published in Journal of the American Medical Informatics Association : JAMIA (01.03.2016)
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Journal Article
DeBoNet: A deep bone suppression model ensemble to improve disease detection in chest radiographs
Rajaraman, Sivaramakrishnan, Cohen, Gregg, Spear, Lillian, Folio, Les, Antani, Sameer
Published in PloS one (31.03.2022)
Published in PloS one (31.03.2022)
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Journal Article
Automatic Tuberculosis Screening Using Chest Radiographs
Jaeger, Stefan, Karargyris, Alexandros, Candemir, Sema, Folio, Les, Siegelman, Jenifer, Callaghan, Fiona, Zhiyun Xue, Palaniappan, Kannappan, Singh, Rahul K., Antani, Sameer, Thoma, George, Yi-Xiang Wang, Pu-Xuan Lu, McDonald, Clement J.
Published in IEEE transactions on medical imaging (01.02.2014)
Published in IEEE transactions on medical imaging (01.02.2014)
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Journal Article
Image Translation by Ad CycleGAN for COVID-19 X-Ray Images: A New Approach for Controllable GAN
Liang, Zhaohui, Huang, Jimmy Xiangji, Antani, Sameer
Published in Sensors (Basel, Switzerland) (01.12.2022)
Published in Sensors (Basel, Switzerland) (01.12.2022)
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Journal Article
Assessing Inter-Annotator Agreement for Medical Image Segmentation
Yang, Feng, Zamzmi, Ghada, Angara, Sandeep, Rajaraman, Sivaramakrishnan, Aquilina, Andre, Xue, Zhiyun, Jaeger, Stefan, Papagiannakis, Emmanouil, Antani, Sameer K
Published in IEEE access (01.01.2023)
Published in IEEE access (01.01.2023)
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Journal Article
Histology image analysis for carcinoma detection and grading
He, Lei, Long, L. Rodney, Antani, Sameer, Thoma, George R
Published in Computer methods and programs in biomedicine (01.09.2012)
Published in Computer methods and programs in biomedicine (01.09.2012)
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Journal Article
Visual Interpretation of Convolutional Neural Network Predictions in Classifying Medical Image Modalities
Kim, Incheol, Rajaraman, Sivaramakrishnan, Antani, Sameer
Published in Diagnostics (Basel) (03.04.2019)
Published in Diagnostics (Basel) (03.04.2019)
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Journal Article
Medical Image Learning with Limited and Noisy Data: First International Workshop, MILLanD 2022, Held in Conjunction with MICCAI 2022, Singapore, September 22, 2022, Proceedings
Zamzmi, Ghada, Antani, Sameer, Bagci, Ulas, Linguraru, Marius George, Rajaraman, Sivaramakrishnan, Xue, Zhiyun
Year of Publication 2022
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Year of Publication 2022
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