GenHPF: General Healthcare Predictive Framework with Multi-task
Multi-source Learning

GenHPF: General Healthcare Predictive Framework with Multi-task Multi-source Learning

20 July 2022

Jungwoo Oh

Junu Kim

Min Jae Lee

Seong-Eun Moon

Young-Hak Kim

Papers citing "GenHPF: General Healthcare Predictive Framework with Multi-task Multi-source Learning"

11 / 11 papers shown

Title
A Case Study Exploring the Current Landscape of Synthetic Medical Record Generation with Commercial LLMs Yihan Lin Zhirong Bella Yu Simon Lee SyDa 51 0 0 20 Apr 2025
LabTOP: A Unified Model for Lab Test Outcome Prediction on Electronic Health Records Sujeong Im Jungwoo Oh Edward Choi BDL LM&MA 53 0 0 20 Feb 2025
Context Clues: Evaluating Long Context Models for Clinical Prediction Tasks on EHRs Michael Wornow Suhana Bedi Miguel Angel Fuentes Hernandez E. Steinberg Jason Alan Fries Christopher Ré Sanmi Koyejo N. Shah 100 4 0 09 Dec 2024
Towards Predicting Temporal Changes in a Patient's Chest X-ray Images based on Electronic Health Records Daeun Kyung J. Kim Tackeun Kim Edward Choi MedIm DiffM 43 1 0 11 Sep 2024
ACES: Automatic Cohort Extraction System for Event-Stream Datasets Justin Xu Jack Gallifant Alistair E. W. Johnson Matthew B. A. McDermott AI4TS 43 1 0 28 Jun 2024
MediTab: Scaling Medical Tabular Data Predictors via Data Consolidation, Enrichment, and Refinement Zifeng Wang Chufan Gao Cao Xiao Jimeng Sun LMTD 32 12 0 20 May 2023
Universal EHR Federated Learning Framework Junu Kim Kyunghoon Hur Seongjun Yang Edward Choi FedML 24 2 0 14 Nov 2022
Train Short, Test Long: Attention with Linear Biases Enables Input Length Extrapolation Ofir Press Noah A. Smith M. Lewis 253 701 0 27 Aug 2021
Unifying Heterogeneous Electronic Health Records Systems via Text-Based Code Embedding Kyunghoon Hur Jiyoung Lee Jungwoo Oh Wesley Price Young-Hak Kim Edward Choi 38 17 0 08 Aug 2021
Deep Representation Learning of Electronic Health Records to Unlock Patient Stratification at Scale Isotta Landi B. Glicksberg Hao-Chih Lee S. Cherng Giulia Landi M. Danieletto J. Dudley Cesare Furlanello Riccardo Miotto 40 148 0 14 Mar 2020
Word Translation Without Parallel Data Alexis Conneau Guillaume Lample MarcÁurelio Ranzato Ludovic Denoyer Hervé Jégou 189 1,639 0 11 Oct 2017