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Sameer Antani

Division of Intramural Research

59H-index
442Paper Count
1.5WCitation Count
Published Papers 77
Publication Date
PLUTO: a YOLO-based lung field detector for pediatric lateral chest X-rays generalizable to adults
err2026-08-15
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errSR Sivaramakrishnan Rajaraman; RB Renee Browning; PJ Patrick Jean-Philippe; CM Carlos M. Perez-Velez †; SA Sameer Antani †
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Correction: PLUTO: a YOLO-based lung field detector for pediatric lateral chest X-rays generalizable to adults
err2026-08-04
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errSR Sivaramakrishnan Rajaraman; RB Renee Browning; PJ Patrick Jean-Philippe; CM Carlos M. Perez-Velez †; SA Sameer Antani †
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Synthesized clinical notes enable training robust multimodal AI models from unimodal dermatology datasets
err2026-07-17
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errNiccolo Marini; Zhaohui Liang; Sivaramakrishnan Rajaraman; Zhiyun Xue; Sameer Antani
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Mitigating hallucinations in synthesized clinical texts to improve multimodal deep learning for dermatology
err2026-05-14
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errNiccolo Marini; Zhaohui Liang; Sivaramakrishnan Rajaraman; Zhiyun Xue; Sameer Antani
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Multimodal Learning with Privileged Report Supervision for Generalizable Tuberculosis Detection on Chest Radiographs
err2026-04-09
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errSivaramakrishnan Rajaraman; Niccolo Marini; Zhaohui Liang; Zhiyun Xue; Sameer Antani
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Noise-induced modality-specific pretext learning for pediatric chest X-ray image classification
err2024-09-05
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errRajaraman, Sivaramakrishnan; Liang, Zhaohui; Xue, Zhiyun; Antani, Sameer
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Semantically redundant training data removal and deep model classification performance: A study with chest X-rays
err2024-07-01
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errRajaraman, Sivaramakrishnan; Zamzmi, Ghada; Yang, Feng; Liang, Zhaohui; Xue, Zhiyun; Antani, Sameer
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Reproducible and clinically translatable deep neural networks for cervical screening
err2023-12-08
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errAhmed, Syed Rakin; Befano, Brian; Lemay, Andreanne; Egemen, Didem; Rodriguez, Ana Cecilia; Angara, Sandeep; Desai, Kanan; Jeronimo, Jose; Antani, Sameer; Campos, Nicole; Inturrisi, Federica; Perkins, Rebecca; Kreimer, Aimee; Wentzensen, Nicolas; Herrero, Rolando; del Pino, Marta; Quint, Wim; de Sanjose, Silvia; Schiffman, Mark; Kalpathy-Cramer, Jayashree
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Can deep adult lung segmentation models generalize to the pediatric population?
err2023-11-01
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errRajaraman, Sivaramakrishnan; Yang, Feng; Zamzmi, Ghada; Xue, Zhiyun; Antani, Sameer
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Validation in Zambia of a cervical screening strategy including HPV genotyping and artificial intelligence (AI)-based automated visual evaluation
err2023-10-16
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errParham, Groesbeck P.; Egemen, Didem; Befano, Brian; Mwanahamuntu, Mulindi H.; Rodriguez, Ana Cecilia; Antani, Sameer; Chisele, Samson; Munalula, Mukatimui Kalima; Kaunga, Friday; Musonda, Francis; Malyangu, Evans; Shibemba, Aaron Lunda; de Sanjose, Silvia; Schiffman, Mark; Sahasrabuddhe, Vikrant V.
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Artificial intelligence-based image analysis in clinical testing: lessons from cervical cancer screening
err2023-09-27
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errEgemen, Didem; Perkins, Rebecca B.; Cheung, Li C.; Befano, Brian; Rodriguez, Ana Cecilia; Desai, Kanan; Lemay, Andreanne; Ahmed, Syed Rakin; Antani, Sameer; Jeronimo, Jose; Wentzensen, Nicolas; Kalpathy-Cramer, Jayashree; De Sanjose, Silvia; Schiffman, Mark
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Proceedings of the NHLBI Workshop on Artificial Intelligence in Cardiovascular Imaging Translation to Patient Care
err2023-09-01
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errDey, Damini; Arnaout, Rima; Antani, Sameer; Badano, Aldo; Jacques, Louis; Li, Huiqing; Leiner, Tim; Margerrison, Edward; Samala, Ravi; Sengupta, Partho P.; Shah, Sanjiv J.; Slomka, Piotr; Williams, Michelle C.; Bandettini, Patricia; Sachdev, Vandana
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Cross Dataset Analysis of Domain Shift in CXR Lung Region Detection
err2023-03-11
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errXue, Zhiyun; Yang, Feng; Rajaraman, Sivaramakrishnan; Zamzmi, Ghada; Antani, Sameer
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Assessing the Impact of Image Resolution on Deep Learning for TB Lesion Segmentation on Frontal Chest X-rays
err2023-02-16
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errRajaraman, Sivaramakrishnan; Yang, Feng; Zamzmi, Ghada; Xue, Zhiyun; Antani, Sameer
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Assessing Inter-Annotator Agreement for Medical Image Segmentation
err2023-01-01
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errYang, Feng; Zamzmi, Ghada; Angara, Sandeep; Rajaraman, Sivaramakrishnan; Aquilina, Andre; Xue, Zhiyun; Jaeger, Stefan; Papagiannakis, Emmanouil; Antani, Sameer K. K.
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Advances in Deep Learning for Tuberculosis Screening using Chest X-rays: The Last 5 Years Review
err2022-10-15
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errSantosh, K. C.; Allu, Siva; Rajaraman, Sivaramakrishnan; Antani, Sameer
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