Modelling Patient Trajectories Using Multimodal Information

9 September 2022

Papers citing "Modelling Patient Trajectories Using Multimodal Information"

9 / 9 papers shown

Title
Deep Representation Learning of Patient Data from Electronic Health Records (EHR): A Systematic Review Yuqi Si Jingcheng Du Zhao Li Xiaoqian Jiang T. Miller Fei Wang W. J. Zheng Kirk Roberts OOD 101 163 0 06 Oct 2020
Evaluating Progress on Machine Learning for Longitudinal Electronic Healthcare Data David R. Bellamy Leo Anthony Celi Andrew L. Beam LM&MA OOD 53 24 0 02 Oct 2020
A Dynamic Deep Neural Network For Multimodal Clinical Data Analysis Maria Hügle Gabriel Kalweit T. Huegle Joschka Boedecker BDL 152 20 0 14 Aug 2020
A Deep Learning Pipeline for Patient Diagnosis Prediction Using Electronic Health Records Leopold Franz Yash Raj Shrestha B. Paudel OOD 64 25 0 23 Jun 2020
Stepwise Model Selection for Sequence Prediction via Deep Kernel Learning Yao Zhang Daniel Jarrett M. Schaar 72 9 0 12 Jan 2020
Explainable artificial intelligence model to predict acute critical illness from electronic health records S. Lauritsen Mads Kristensen Mathias Vassard Olsen Morten Skaarup Larsen K. M. Lauritsen Marianne Johansson Jørgensen Jeppe Lange B. Thiesson 58 302 0 03 Dec 2019
BEHRT: Transformer for Electronic Health Records Yikuan Li Shishir Rao J. R. A. Solares A. Hassaine D. Canoy Yajie Zhu K. Rahimi G. Salimi-Khorshidi OOD 113 465 0 22 Jul 2019
ClinicalBERT: Modeling Clinical Notes and Predicting Hospital Readmission Kexin Huang Jaan Altosaar Rajesh Ranganath OOD 129 909 0 10 Apr 2019
Doctor AI: Predicting Clinical Events via Recurrent Neural Networks Edward Choi M. T. Bahadori A. Schuetz Walter F. Stewart Jimeng Sun 186 1,104 0 18 Nov 2015