Sparse Multi-Output Gaussian Processes for Medical Time Series Prediction

27 March 2017

Papers citing "Sparse Multi-Output Gaussian Processes for Medical Time Series Prediction"

7 / 7 papers shown

Title
Data-Driven Simulator for Mechanical Circulatory Support with Domain Adversarial Neural Process S. Sun Wenyuan Chen Zihao Zhou Sonia Fereidooni Elise Jortberg Rose Yu AI4CE 42 0 0 28 May 2024
Clairvoyance: A Pipeline Toolkit for Medical Time Series Daniel Jarrett Jinsung Yoon Ioana Bica Zhaozhi Qian A. Ercole M. Schaar AI4TS 29 35 0 28 Oct 2023
Deep Kernel Learning for Mortality Prediction in the Face of Temporal Shift Miguel Rios A. Abu-Hanna OOD 24 1 0 01 Dec 2022
Multi-Task Gaussian Processes and Dilated Convolutional Networks for Reconstruction of Reproductive Hormonal Dynamics Iñigo Urteaga Tristan Bertin Theresa M. Hardy D. Albers Noémie Elhadad AI4TS AI4CE 16 5 0 27 Aug 2019
GRU-ODE-Bayes: Continuous modeling of sporadically-observed time series E. Brouwer Jaak Simm Adam Arany Yves Moreau SyDa CML AI4TS 45 290 0 29 May 2019
Not to Cry Wolf: Distantly Supervised Multitask Learning in Critical Care Patrick Schwab E. Keller C. Muroi David J. Mack C. Strässle W. Karlen 23 23 0 14 Feb 2018
Fast multi-output relevance vector regression Youngmin Ha 21 16 0 17 Apr 2017