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A Comprehensive Evaluation of Multi-task Learning and Multi-task
  Pre-training on EHR Time-series Data

A Comprehensive Evaluation of Multi-task Learning and Multi-task Pre-training on EHR Time-series Data

20 July 2020
Matthew B. A. McDermott
Bret A. Nestor
Evan Kim
Wancong Zhang
Anna Goldenberg
Peter Szolovits
Marzyeh Ghassemi Csail
    AI4TS
ArXivPDFHTML

Papers citing "A Comprehensive Evaluation of Multi-task Learning and Multi-task Pre-training on EHR Time-series Data"

3 / 3 papers shown
Title
Neighborhood Contrastive Learning Applied to Online Patient Monitoring
Neighborhood Contrastive Learning Applied to Online Patient Monitoring
Hugo Yèche
Gideon Dresdner
Francesco Locatello
Matthias Huser
Gunnar Rätsch
18
46
0
09 Jun 2021
MoleculeNet: A Benchmark for Molecular Machine Learning
MoleculeNet: A Benchmark for Molecular Machine Learning
Zhenqin Wu
Bharath Ramsundar
Evan N. Feinberg
Joseph Gomes
C. Geniesse
Aneesh S. Pappu
K. Leswing
Vijay S. Pande
OOD
172
1,775
0
02 Mar 2017
Recurrent Neural Networks for Multivariate Time Series with Missing
  Values
Recurrent Neural Networks for Multivariate Time Series with Missing Values
Zhengping Che
S. Purushotham
Kyunghyun Cho
David Sontag
Yan Liu
AI4TS
207
1,897
0
06 Jun 2016
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