Compound Density Networks for Risk Prediction using Electronic Health Records

2 August 2022

Papers citing "Compound Density Networks for Risk Prediction using Electronic Health Records"

6 / 6 papers shown

Title
Fine-tuning -- a Transfer Learning approach Joseph Arul Raj Linglong Qian Zina M. Ibrahim 30 0 0 06 Nov 2024
Beyond Random Missingness: Clinically Rethinking for Healthcare Time Series Imputation Linglong Qian Zina Ibrahim Wenjie Du Yiyuan Yang Richard J. B. Dobson Zina Ibrahim AI4TS 38 3 0 26 May 2024
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 22 2 0 24 Aug 2023
Handling missing values in healthcare data: A systematic review of deep learning-based imputation techniques Mingxuan Liu Siqi Li Han Yuan M. Ong Yilin Ning F. Xie S. Saffari V. Volovici Bibhas Chakraborty Nan Liu AI4TS 19 50 0 15 Oct 2022
Recurrent Neural Networks for Multivariate Time Series with Missing Values Zhengping Che S. Purushotham Kyunghyun Cho David Sontag Yan Liu AI4TS 205 1,892 0 06 Jun 2016
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 247 9,134 0 06 Jun 2015