Contrastive Learning-based Imputation-Prediction Networks for In-hospital Mortality Risk Modeling using EHRs

19 August 2023

Papers citing "Contrastive Learning-based Imputation-Prediction Networks for In-hospital Mortality Risk Modeling using EHRs"

6 / 6 papers shown

Title
Hypergraph Convolutional Networks for Fine-grained ICU Patient Similarity Analysis and Risk Prediction Yuxi Liu Zhenhao Zhang S. Qin Flora D. Salim Antonio Jimeno Yepes Jun Shen Jiang Bian 27 2 0 24 Aug 2023
STING: Self-attention based Time-series Imputation Networks using GAN Eunkyu Oh Taehun Kim Yunhu Ji Sushil Khyalia AI4TS 18 25 0 22 Sep 2022
Mutual Contrastive Learning for Visual Representation Learning Chuanguang Yang Zhulin An Linhang Cai Yongjun Xu VLM SSL 99 75 0 26 Apr 2021
Contrastive Representation Learning: A Framework and Review Phúc H. Lê Khắc Graham Healy Alan F. Smeaton SSL AI4TS 175 685 0 10 Oct 2020
Uncertainty-Aware Variational-Recurrent Imputation Network for Clinical Time Series A. Mulyadi E. Jun Heung-Il Suk BDL 67 57 0 02 Mar 2020
Recurrent Neural Networks for Multivariate Time Series with Missing Values Zhengping Che S. Purushotham Kyunghyun Cho David Sontag Yan Liu AI4TS 210 1,897 0 06 Jun 2016