Givenness Hierarchy Theoretic Cognitive Status Filtering. - Poulomi Pal; Akshay Swaminathan; Lixiao Zhu; Andrea Golden-Lasher; Tom Williams 001 (CogSci, 2020)

Evaluation of GPT-3.5 and GPT-4 for supporting real-world information needs in healthcare delivery. - Debadutta Dash; Rahul Thapa; Juan M. Banda; Akshay Swaminathan; Morgan Cheatham; Mehr Kashyap; Nikesh Kotecha; Jonathan H. Chen; Saurabh Gombar; Lance Downing; Rachel Pedreira; Ethan Goh; et al. (CoRR, 2023)

Natural language processing system for rapid detection and intervention of mental health crisis chat messages. - Akshay Swaminathan; Iván López; Rafael Antonio Garcia Mar; Tyler Heist; Tom McClintock; Kaitlin Caoili; Madeline Grace; Matthew Rubashkin; Michael N. Boggs; Jonathan H. Chen; Olivier Gevaert; David Mou; et al. (npj Digit. Medicine, 2023)

Selective prediction for extracting unstructured clinical data. - Akshay Swaminathan; Iván López; William Wang; Ujwal Srivastava; Edward Tran; Aarohi Bhargava-Shah; Janet Y. Wu; Alexander L. Ren; Kaitlin Caoili; Brandon Bui; Layth Alkhani; Susan Lee; et al. (J. Am. Medical Informatics Assoc., 2023)

Assessing the Limitations of Large Language Models in Clinical Fact Decomposition. - Monica Munnangi; Akshay Swaminathan; Jason Alan Fries; Jenelle A. Jindal; Sanjana Narayanan; Iván López; Lucia Tu; Philip Chung 005; Jesutofunmi A. Omiye; Mehr Kashyap; Nigam Shah (CoRR, 2024)

Red teaming ChatGPT in medicine to yield real-world insights on model behavior. - Crystal T. Chang; Hodan Farah; Haiwen Gui; Shawheen Justin Rezaei; Charbel Bou-Khalil; Ye-Jean Park; Akshay Swaminathan; Jesutofunmi A. Omiye; Akaash Kolluri; Akash Chaurasia; Alejandro Lozano; Alice Heiman; et al. (npj Digit. Medicine, 2025)

Clinical entity augmented retrieval for clinical information extraction. - Iván López; Akshay Swaminathan; Karthik S. Vedula; Sanjana Narayanan; Fateme Nateghi Haredasht; Stephen P. Ma; April S. Liang; Steven Tate; Manoj Maddali; Robert Gallo; Nigam H. Shah; Jonathan H. Chen (npj Digit. Medicine, 2025)

Distilling Large Language Models for Efficient Clinical Information Extraction. - Karthik S. Vedula; Annika Gupta; Akshay Swaminathan; Iván López; Suhana Bedi; Nigam H. Shah (CoRR, 2025)

VeriFact: Verifying Facts in LLM-Generated Clinical Text with Electronic Health Records. - Philip Chung 005; Akshay Swaminathan; Alex J. Goodell; Yeasul Kim; S. Momsen Reincke; Lichy Han; Ben Deverett; Mohammad Amin Sadeghi; Abdel-Badih Ariss; Marc Ghanem; David Seong; Andrew A. Lee; et al. (CoRR, 2025)

MedHELM: Holistic Evaluation of Large Language Models for Medical Tasks. - Suhana Bedi; Hejie Cui; Miguel Fuentes; Alyssa Unell; Michael Wornow; Juan M. Banda; Nikesh Kotecha; Timothy Keyes; Yifan Mai 001; Mert Oez; Hao Qiu; Shrey Jain; et al. (CoRR, 2025)