An exploration of gender identification using only the periocular region. - Jameson Merkow; Brendan Jou; Marios Savvides (BTAS, 2010)

CheXstray: Real-time Multi-Modal Data Concordance for Drift Detection in Medical Imaging AI. - Arjun Soin; Jameson Merkow; Jin Long; Joseph Paul Cohen; Smitha Saligrama; Stephen Kaiser; Steven Borg; Ivan Tarapov; Matthew P. Lungren (CoRR, 2022)

CheXstray: A Real-Time Multi-Modal Monitoring Workflow for Medical Imaging AI. - Jameson Merkow; Arjun Soin; Jin Long; Joseph Paul Cohen; Smitha Saligrama; Christopher P. Bridge; Xiyu Yang; Stephen Kaiser; Steven Borg; Ivan Tarapov; Matthew P. Lungren (MICCAI (3), 2023)

Region-based Contrastive Pretraining for Medical Image Retrieval with Anatomic Query. - Ho Hin Lee; Alberto Santamaría-Pang; Jameson Merkow; Ozan Oktay; Fernando Pérez-García; Javier Alvarez-Valle; Ivan Tarapov (CoRR, 2023)

3D-MIR: A Benchmark and Empirical Study on 3D Medical Image Retrieval in Radiology. - Asma Ben Abacha; Alberto Santamaría-Pang; Ho Hin Lee; Jameson Merkow; Qin Cai; Surya Teja Devarakonda; Abdullah Islam; Julia Gong; Matthew P. Lungren; Thomas Lin; Noel C. F. Codella; Ivan Tarapov (CoRR, 2023)

Is Open-Source There Yet? A Comparative Study on Commercial and Open-Source LLMs in Their Ability to Label Chest X-Ray Reports. - Felix J. Dorfner; Liv Jürgensen; Leonhard Donle; Fares Al Mohamad; Tobias R. Bodenmann; Mason C. Cleveland; Felix Busch; Lisa C. Adams; James Sato; Thomas Schultz 002; Albert E. Kim; Jameson Merkow; et al. (CoRR, 2024)

Scalable Drift Monitoring in Medical Imaging AI. - Jameson Merkow; Felix J. Dorfner; Xiyu Yang; Alexander Ersoy; Giridhar Dasegowda; Mannudeep K. Kalra; Matthew P. Lungren; Christopher P. Bridge; Ivan Tarapov (CoRR, 2024)

From Embeddings to Accuracy: Comparing Foundation Models for Radiographic Classification. - Xue Li; Jameson Merkow; Noel C. F. Codella; Alberto Santamaría-Pang; Naiteek Sangani; Alexander Ersoy; Christopher Burt; John W. Garrett; Richard J. Bruce; Joshua D. Warner; Tyler J. Bradshaw; Ivan Tarapov; et al. (CoRR, 2025)