SCEHR: Supervised Contrastive Learning for Clinical Risk Prediction using Electronic Health Records

11 October 2021

Papers citing "SCEHR: Supervised Contrastive Learning for Clinical Risk Prediction using Electronic Health Records"

12 / 12 papers shown

Title
VisTA: Vision-Text Alignment Model with Contrastive Learning using Multimodal Data for Evidence-Driven, Reliable, and Explainable Alzheimer's Disease Diagnosis Duy-Cat Can Linh D. Dang Quang-Huy Tang Dang Minh Ly Huong Ha Guillaume Blanc Oliver Y. Chén Binh T. Nguyen 69 1 0 03 Feb 2025
NoteContrast: Contrastive Language-Diagnostic Pretraining for Medical Text Prajwal Kailas Max Homilius Rahul C. Deo Calum A. MacRae 104 0 0 16 Dec 2024
SMART: Towards Pre-trained Missing-Aware Model for Patient Health Status Prediction Zhihao Yu Xu Chu Yujie Jin Yasha Wang Junfeng Zhao 32 2 0 15 May 2024
FairEHR-CLP: Towards Fairness-Aware Clinical Predictions with Contrastive Learning in Multimodal Electronic Health Records Yuqing Wang Malvika Pillai Yun Zhao Catherine M. Curtin Tina Hernandez-Boussard 27 0 0 01 Feb 2024
Contrastive Learning-based Imputation-Prediction Networks for In-hospital Mortality Risk Modeling using EHRs Yuxi Liu Zhenhao Zhang S. Qin Flora D. Salim Antonio Jimeno Yepes 38 6 0 19 Aug 2023
LATTE: Label-efficient Incident Phenotyping from Longitudinal Electronic Health Records Jun Wen Jue Hou Clara-Lea Bonzel Yihan Zhao Victor Castro ... J. M. Gaziano K. Liao Junwei Lu Kelly Cho Tianxi Cai BDL 21 4 0 19 May 2023
Enhancing Activity Prediction Models in Drug Discovery with the Ability to Understand Human Language Philipp Seidl Andreu Vall Sepp Hochreiter G. Klambauer 65 37 0 06 Mar 2023
Self-Supervised Predictive Coding with Multimodal Fusion for Patient Deterioration Prediction in Fine-grained Time Resolution Kwanhyung Lee John Won Heejung Hyun Sangchul Hahn Edward Choi Joohyung Lee 20 3 0 29 Oct 2022
Self-supervised Co-training for Video Representation Learning Tengda Han Weidi Xie Andrew Zisserman SSL 215 309 0 19 Oct 2020
Contrastive Representation Learning: A Framework and Review Phúc H. Lê Khắc Graham Healy Alan F. Smeaton SSL AI4TS 178 686 0 10 Oct 2020
Contrastive Learning of Medical Visual Representations from Paired Images and Text Yuhao Zhang Hang Jiang Yasuhide Miura Christopher D. Manning C. Langlotz MedIm 35 731 0 02 Oct 2020
StageNet: Stage-Aware Neural Networks for Health Risk Prediction Junyi Gao Cao Xiao Yasha Wang Wen Tang Lucas Glass Jimeng Sun 37 92 0 24 Jan 2020