Disease-Atlas: Navigating Disease Trajectories with Deep Learning

27 March 2018

Papers citing "Disease-Atlas: Navigating Disease Trajectories with Deep Learning"

12 / 12 papers shown

Title
TransformerLSR: Attentive Joint Model of Longitudinal Data, Survival, and Recurrent Events with Concurrent Latent Structure Zhiyue Zhang Yao Zhao Yan Xu 19 0 0 04 Apr 2024
Clairvoyance: A Pipeline Toolkit for Medical Time Series Daniel Jarrett Jinsung Yoon Ioana Bica Zhaozhi Qian A. Ercole M. Schaar AI4TS 34 35 0 28 Oct 2023
Online Decision Mediation Daniel Jarrett Alihan Huyuk M. Schaar 37 2 0 28 Oct 2023
CTP:A Causal Interpretable Model for Non-Communicable Disease Progression Prediction Zhoujian Sun Wenzhuo Zhang Zhengxing Huang Nai Ding Cheng Luo CML 43 2 0 18 Aug 2023
MOTOR: A Time-To-Event Foundation Model For Structured Medical Records E. Steinberg Jason Alan Fries Yizhe Xu N. Shah OOD AI4TS 43 13 0 09 Jan 2023
Causal Machine Learning for Healthcare and Precision Medicine Pedro Sanchez J. Voisey Tian Xia Hannah I. Watson Alison Q. OÑeil Sotirios A. Tsaftaris OOD CML 52 110 0 23 May 2022
Feature Robustness in Non-stationary Health Records: Caveats to Deployable Model Performance in Common Clinical Machine Learning Tasks Bret A. Nestor Matthew B. A. McDermott Willie Boag G. Berner Tristan Naumann Michael C. Hughes Anna Goldenberg Marzyeh Ghassemi OOD 31 109 0 02 Aug 2019
Multi-resolution Networks For Flexible Irregular Time Series Modeling (Multi-FIT) Bhanu Pratap Singh Rawat I. Deznabi B. Narasimhan Bryon Kucharski Rheeya Uppaal Akhila Josyula M. Fiterau AI4TS 24 8 0 30 Apr 2019
FLARe: Forecasting by Learning Anticipated Representations Surya Teja Devarakonda Y. Wu Yi R. Fung M. Fiterau 19 1 0 17 Apr 2019
Enhancing Time Series Momentum Strategies Using Deep Neural Networks Bryan Lim S. Zohren Stephen J. Roberts AIFin AI4TS 22 90 0 09 Apr 2019
SOM-VAE: Interpretable Discrete Representation Learning on Time Series Vincent Fortuin Matthias Huser Francesco Locatello Heiko Strathmann Gunnar Rätsch BDL AI4TS 37 139 0 06 Jun 2018
DeepSurv: Personalized Treatment Recommender System Using A Cox Proportional Hazards Deep Neural Network Jared Katzman Uri Shaham Jonathan Bates A. Cloninger Tingting Jiang Y. Kluger BDL CML OOD 121 1,233 0 02 Jun 2016