https://shahlab.stanford.edu/ 2026-04-08T08:04:41+00:00 https://shahlab.stanford.edu/ https://shahlab.stanford.edu/lib/tpl/dokuwiki/images/favicon.ico text/html 2026-03-26T09:15:16+00:00 nigam (nigam@undisclosed.example.com) https://shahlab.stanford.edu/doku.php?id=healthadminbench&rev=1774541716&do=diff HealthAdminBench: Evaluating Computer-Use Agents on Realistic Healthcare Administration Tasks Healthcare administration accounts for $1 trillion of annual spend, representing an ideal application for LLM-based computer-use agents. While clinical applications of LLMs have received significant attention, no benchmark currently exists for evaluating LLMs on end-to-end administrative workflows. To address this gap, we introduce HEALTHADMINBENCH, which consists of four realistic text/html 2026-02-15T08:55:23+00:00 nigam (nigam@undisclosed.example.com) https://shahlab.stanford.edu/doku.php?id=greenbutton&rev=1771174523&do=diff Informatics Consultation Service at Stanford The Informatics Consultation service was an IRB approved project to study the use of routinely collected data on millions of individuals to provide on-demand evidence in those situations where good evidence is lacking. We informed clinical care decisions by summarizing “what happened to patients like mine” in the form a report with a descriptive summary of similar patients in Stanford’s clinical data warehouse, treatment choices made, and observed ou… text/html 2026-02-05T02:30:08+00:00 nigam (nigam@undisclosed.example.com) https://shahlab.stanford.edu/doku.php?id=chatehr&rev=1770287408&do=diff ChatEHR is a set of capabilities developed at Stanford Medicine, for using a set of Large Language Models (LLMs) with a single patient's longitudinal medical chart in context. There are two ways to use the ChatEHR capability: * via a fixed prompt automation, which applies an existing set of criteria to a patient's record and returns a response based on that patient's record. Examples include decisions about transfer eligibility, referrals to certain services, and creating summaries of a hospi… text/html 2026-02-05T02:28:39+00:00 nigam (nigam@undisclosed.example.com) https://shahlab.stanford.edu/doku.php?image=chatehr-testimonials.png&ns=&rev=1770287319&tab_details=history&mediado=diff&do=media <img src="https://shahlab.stanford.edu/lib/exe/fetch.php?w=500&h=242&t=1770287319&amp;tok=afc3a3&amp;media=chatehr-testimonials.png" alt="chatehr-testimonials.png" /> text/html 2026-01-03T11:08:37+00:00 nigam (nigam@undisclosed.example.com) https://shahlab.stanford.edu/doku.php?id=lab_members&rev=1767467317&do=diff Lab Members * Nigam Shah (PI) * Alison Callahan (Research Scientist) * Akshay Swaminathan (DBDS, 4th year MD / PhD student) * Suhana Bedi (DBDS, 2nd year PhD student) * Alyssa Unell (CS, 2nd year PhD student) * Bobak Seddighzadeh (CI Fellow) * Brenna Li (Postdoc) * Lionel Jeremiah (Administrative Associate) text/html 2025-12-16T16:03:39+00:00 nigam (nigam@undisclosed.example.com) https://shahlab.stanford.edu/doku.php?id=nigam_shah&rev=1765929819&do=diff Dr. Nigam H. Shah, MBBS, PhD. Titles: Professor of Medicine, and of Biomedical Data Science Chief Data Scientist, Stanford Healthcare Associate Dean, School of Medicine Associate Director, Stanford Center for Biomedical Informatics Research Affiliations: text/html 2025-12-12T10:30:38+00:00 nigam (nigam@undisclosed.example.com) https://shahlab.stanford.edu/doku.php?id=aihc-programs&rev=1765564238&do=diff There are multiple efforts on campus that focus on AI, Data Science and Digital innovation in Healthcare. Below is a listing of the ones I know. Efforts in SOM * Center for Artificial Intelligence in Medicine & Imaging (AIMI), which aims to responsibly innovate and implement advanced AI methods and applications to enhance health for all. text/html 2025-06-30T10:53:46+00:00 nigam (nigam@undisclosed.example.com) https://shahlab.stanford.edu/doku.php?image=chatehr.png&ns=&rev=1751306026&tab_details=history&mediado=diff&do=media <img src="https://shahlab.stanford.edu/lib/exe/fetch.php?w=500&h=227&t=1751306026&amp;tok=cf30cc&amp;media=chatehr.png" alt="chatehr.png" /> text/html 2025-06-29T16:51:14+00:00 nigam (nigam@undisclosed.example.com) https://shahlab.stanford.edu/doku.php?image=ds-at-shc.png&ns=&rev=1751241074&tab_details=history&mediado=diff&do=media <img src="https://shahlab.stanford.edu/lib/exe/fetch.php?w=500&h=185&t=1751241074&amp;tok=ed4b42&amp;media=ds-at-shc.png" alt="ds-at-shc.png" /> text/html 2024-09-14T17:26:12+00:00 nigam (nigam@undisclosed.example.com) https://shahlab.stanford.edu/doku.php?image=cat.24.0131-f1.png&ns=&rev=1726359972&tab_details=history&mediado=diff&do=media <img src="https://shahlab.stanford.edu/lib/exe/fetch.php?w=500&h=407&t=1726359972&amp;tok=547a7a&amp;media=cat.24.0131-f1.png" alt="cat.24.0131-f1.png" /> text/html 2024-06-25T09:17:03+00:00 Anonymous (anonymous@undisclosed.example.com) https://shahlab.stanford.edu/doku.php?image=&ns=&rev=1719332223&tab_details=history&mediado=diff&do=media text/html 2024-02-28T04:48:28+00:00 nigam (nigam@undisclosed.example.com) https://shahlab.stanford.edu/doku.php?image=furm_paper_-_main_appendix_submitted_to_arxiv.pdf&ns=&rev=1709124508&tab_details=history&mediado=diff&do=media text/html 2024-01-22T20:54:57+00:00 jfries (jfries@undisclosed.example.com) https://shahlab.stanford.edu/doku.php?image=aimi-app.jpg&ns=&rev=1705985697&tab_details=history&mediado=diff&do=media text/html 2024-01-22T20:53:21+00:00 jfries (jfries@undisclosed.example.com) https://shahlab.stanford.edu/doku.php?image=screenshot2024-01-21at3.57.46pm.png&ns=&rev=1705985601&tab_details=history&mediado=diff&do=media text/html 2023-12-05T16:22:56+00:00 nigam (nigam@undisclosed.example.com) https://shahlab.stanford.edu/doku.php?image=verify-benefits.png&ns=&rev=1701822176&tab_details=history&mediado=diff&do=media <img src="https://shahlab.stanford.edu/lib/exe/fetch.php?w=498&h=500&t=1701822176&amp;tok=ef987e&amp;media=verify-benefits.png" alt="verify-benefits.png" /> text/html 2023-11-09T10:20:11+00:00 nigam (nigam@undisclosed.example.com) https://shahlab.stanford.edu/doku.php?image=model-interplay.png&ns=&rev=1699554011&tab_details=history&mediado=diff&do=media <img src="https://shahlab.stanford.edu/lib/exe/fetch.php?w=500&h=399&t=1699554011&amp;tok=c72c6c&amp;media=model-interplay.png" alt="model-interplay.png" />