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Poster
Fri 16:30 Automated Multi-Task Learning for Joint Disease Prediction on Electronic Health Records
Suhan Cui · Prasenjit Mitra
Poster
Wed 16:30 EHRCon: Dataset for Checking Consistency between Unstructured Notes and Structured Tables in Electronic Health Records
Yeonsu Kwon · Jiho Kim · Gyubok Lee · Seongsu Bae · Daeun Kyung · Wonchul Cha · Tom Pollard · Alistair Johnson · Edward Choi
Poster
Fri 16:30 Instruction Tuning Large Language Models to Understand Electronic Health Records
Zhenbang Wu · Anant Dadu · Michael Nalls · Faraz Faghri · Jimeng Sun
Workshop
SynEHRgy: Synthesizing Mixed-Type Structured Electronic Health Records using Decoder-Only Transformers
Hojjat Karami · David Atienza · Anisoara Paraschiv-Ionescu
Workshop
Position Paper On Diagnostic Uncertainty Estimation from Large Language Models: Next-Word Probability Is Not Pre-test Probability
Yanjun Gao · Skatje Myers · Shan Chen · Dmitriy Dligach · Timothy Miller · Danielle Bitterman · Guanhua Chen · Anoop Mayampurath · Matthew Churpek · Majid Afshar