Adam Paul Yan

According to our database, Adam Paul Yan authored at least 5 papers between 2024 and 2026.

Collaborative distances:

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

2026

Tokenization Tradeoffs in Structured EHR Foundation Models.

Lin Lawrence Guo, Santiago Eduardo Arciniegas, Joseph Jihyung Lee, Adam Paul Yan, George Tomlinson, Jason Alan Fries, Lillian Sung

CoRR, March, 2026

Leveraging clinical epidemiology concepts to strengthen machine learning fairness evaluations.

Lin Lawrence Guo, Santiago Eduardo Arciniegas, Adam Paul Yan, George Tomlinson, Melissa Beauchemin, Stephen R. Pfohl, Lillian Sung

J. Am. Medical Informatics Assoc., 2026

Systematic review of foundation models for structured electronic health records.

Lin Lawrence Guo, Santiago Eduardo Arciniegas, Adam Paul Yan, Jason Alan Fries, George Tomlinson, Lillian Sung

J. Am. Medical Informatics Assoc., 2026

2025

A roadmap to implementing machine learning in healthcare: from concept to practice.

Adam Paul Yan, Lin Lawrence Guo, Jiro Inoue, Santiago Eduardo Arciniegas, Emily Vettese, Agata Wolochacz, Nicole Crellin-Parsons, Brandon Purves, Steven Wallace, Azaz Patel, Medhat Roshdi, Karim Jessa, Bren Cardiff, Lillian Sung

Frontiers Digit. Health, 2025

2024

Answering real-world clinical questions using large language model based systems.

Yen Sia Low, Michael L. Jackson, Rebecca J. Hyde, Robert E. Brown, Neil M. Sanghavi, Julian D. Baldwin, C. William Pike, Jananee Muralidharan, Gavin Hui, Natasha Alexander, Hadeel Hassan, Rahul V. Nene, Morgan Pike, Courtney J. Pokrzywa, Shivam Vedak, Adam Paul Yan, Dong-han Yao, Amy R. Zipursky, Christina Dinh, Philip Ballentine, Dan C. Derieg, Vladimir Polony, Rehan N. Chawdry, Jordan Davies, Brigham B. Hyde, Nigam H. Shah, Saurabh Gombar

CoRR, 2024