Jacob S. Berkowitz

According to our database, Jacob S. Berkowitz authored at least 6 papers between 2025 and 2026.

Collaborative distances:

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

2026

Accent related errors in clinical speech transcription and a LLM-based remedy.

Yasaman Fatapour, Jamil S. Samaan, Nicholas P. Tatonetti, Aditi Kuchi, Apoorva Srinivasan, Sarvenaz Fatapour, Hongyu Liu, Jacob S. Berkowitz, Kevin Tsang, Michael Ziets, Nadine A. Friedrich, Nitin Srinivasan, Shehan Thangaratnam, Ryan King, Ryan Czarny, Trini Nguyen, Yee Hui Yeo, Kim Hyunseok, Yi-Te Lee, Nicha Wongjarupong, Arash Abiri

npj Digit. Medicine, 2026

2025

Toward Scalable Early Cancer Detection: Evaluating EHR-Based Predictive Models Against Traditional Screening Criteria.

Jiheum Park, Chao Pang, Tristan Y. Lee, Jeong Yun Yang, Jacob S. Berkowitz, Alexander Z. Wei, Nicholas P. Tatonetti

CoRR, November, 2025

Biomedical text normalization through generative modeling.

Jacob S. Berkowitz, Apoorva Srinivasan, Jose Miguel Acitores Cortina, Yasaman Fatapour, Nicholas P. Tatonetti

J. Biomed. Informatics, 2025

A crisis of overconfidence: Why confidence, not accuracy, is the real risk in clinical AI.

Jacob S. Berkowitz, Jake R. Patock, Asma Nawaz, Graciela Gonzalez-Hernandez, Nicholas P. Tatonetti

BioData Min., 2025

Evaluating the Reporting Quality of 21,041 Randomized Controlled Trial Articles with Large Language Models: A Large-Scale Transparency Analysis.

Apoorva Srinivasan, Sophia Kivelson, Nadine A. Friedrich, Jacob S. Berkowitz, Nicholas P. Tatonetti

Proceedings of the Artificial Intelligence in Medicine - 23rd International Conference, 2025

Probing Large Language Model Hidden States for Adverse Drug Reaction Knowledge.

Jacob S. Berkowitz, Davy Weissenbacher, Apoorva Srinivasan, Nadine A. Friedrich, Jose Miguel Acitores Cortina, Sophia Kivelson, Graciela Gonzalez-Hernandez, Nicholas P. Tatonetti

Proceedings of the Artificial Intelligence in Medicine - 23rd International Conference, 2025