J. Ross Mitchell

According to our database, J. Ross Mitchell authored at least 6 papers between 2025 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Berta: an open-source, modular tool for AI-enabled clinical documentation.

Samridhi Vaid, Mike Weldon, Jesse Dunn, Sacha Davis, Kevin Lonergan, Henry Li, Jeffrey Franc, Mohamed Abdalla, Daniel C. Baumgart, Jake Hayward, J. Ross Mitchell

CoRR, March, 2026

Towards Fair and Efficient De-identification: Quantifying the Efficiency and Generalizability of De-identification Approaches.

Noopur Zambare, Kiana Aghakasiri, Carissa Lin, Carrie Ye, J. Ross Mitchell, Mohamed Abdalla

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2026, 2026

2025

Beyond a Million Tokens: Benchmarking and Enhancing Long-Term Memory in LLMs.

Mohammad Tavakoli, Alireza Salemi, Carrie Ye, Mohamed Abdalla, Hamed Zamani, J. Ross Mitchell

CoRR, October, 2025

Comparative analysis of natural language processing methodologies for classifying computed tomography enterography reports in Crohn's disease patients.

Jiayi Dai, Mi-Young Kim, Reed T. Sutton, J. Ross Mitchell, Randolph Goebel, Daniel C. Baumgart

npj Digit. Medicine, 2025

Network analysis of extraintestinal manifestations and associated autoimmune disorders in Crohn's disease and ulcerative colitis.

Daniel C. Baumgart, C. Hing Cheng, Tian X. Du, Michael D. Parkes, Daniel C. Sadowski, Eytan Wine, Frank Hoentjen, Brendan P. Halloran, Aldo J. Montaño-Loza, Sergio Zepeda-Gómez, Karen Wong, Farhad Peerani, Randolph Goebel, J. Ross Mitchell

npj Digit. Medicine, 2025

Not What the Doctor Ordered: Surveying LLM-based De-identification and Quantifying Clinical Information Loss.

Kiana Aghakasiri, Noopur Zambare, JoAnn Thai, Carrie Ye, Mayur Mehta, J. Ross Mitchell, Mohamed Abdalla

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025