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Roupen Odabashian reflects on 2025 JAMA study evaluating AI-generated discharge summaries
Roupen Odabashian/LinkedIn
May 10, 2025, 17:23

Roupen Odabashian reflects on 2025 JAMA study evaluating AI-generated discharge summaries

Roupen Odabashian, Hematology/Oncology Fellow at the Karmanos Cancer Institute, shared a post on LinkedIn:

“The administrative tasks are being managed by AI in the hospital! But you still need a human in the loop (for now).
This is an interesting study published in JAMA on the accuracy of discharge summaries generated by AI.
The results are good, but it shows that AI can generate good discharge summaries with non-harmful errors.
However, one thing I would have done differently in this study is to make the prompt simpler; just tell the model you want a discharge summary.
From my experience and reading the newsletters of Andrew Ng, the simpler the prompt you give to the LLM, the better the output.”

JAMA

Title: Physician- and Large Language Model–Generated Hospital Discharge Summaries

Journal: JAMA Internal Medicine

Authors: Christopher Y. K. Williams, Charumathi Raghu Subramanian, Syed Salman Ali, Michael Apolinario, Elisabeth Askin, Peter Barish, Monica Cheng, W. James Deardorff, Nisha Donthi, Smitha Ganeshan, Owen Huang, Molly A. Kantor, Andrew R. Lai, Ashley Manchanda, Kendra A. Moore, Anoop N. Muniyappa, Geethu Nair, Prashant P. Patel, Lekshmi Santhosh, Susan Schneider, Shawn Torres, Michi Yukawa, Colin C. Hubbard, Benjamin I. Rosner

Read the full article.

JAMA

More posts featuring recent JAMA studies on OncoDaily.

AI Andrew Ng Andrew R. Lai Anoop N. Muniyappa Ashley Manchanda Benjamin I. Rosner cancer Charumathi Raghu Subramanian Christopher Y. K. Williams Colin C. Hubbard Elisabeth Askin Geethu Nair JAMA Karmanos Cancer Institute Kendra A. Moore Lekshmi Santhosh LLM Michael Apolinario Michi Yukawa Molly A. Kantor Monica Cheng Nisha Donthi OncoDaily Oncology Owen Huang Peter Barish Prashant P. Patel Roupen Odabashian Shawn Torres Smitha Ganeshan Susan Schneider Syed Salman Ali W. James Deardorff
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