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Supervised multi-specialist topic model with applications on large-scale
  electronic health record data

Supervised multi-specialist topic model with applications on large-scale electronic health record data

4 May 2021
Ziyang Song
Xavier Sumba Toral
Yixin Xu
Aihua Liu
Liming Guo
G. Powell
Aman Verma
David L. Buckeridge
Ariane Marelli
Yue Li
ArXiv (abs)PDFHTMLGithub (3★)

Papers citing "Supervised multi-specialist topic model with applications on large-scale electronic health record data"

4 / 4 papers shown
Title
MixEHR-Nest: Identifying Subphenotypes within Electronic Health Records
  through Hierarchical Guided-Topic Modeling
MixEHR-Nest: Identifying Subphenotypes within Electronic Health Records through Hierarchical Guided-Topic Modeling
Ruohan Wang
Zilong Wang
Ziyang Song
David L. Buckeridge
Yue Li
34
0
0
17 Oct 2024
TrajGPT: Irregular Time-Series Representation Learning for Health
  Trajectory Analysis
TrajGPT: Irregular Time-Series Representation Learning for Health Trajectory Analysis
Ziyang Song
Qingcheng Lu
He Zhu
David L. Buckeridge
Yue Li
AI4TS
68
1
0
03 Oct 2024
MixEHR-SurG: a joint proportional hazard and guided topic model for
  inferring mortality-associated topics from electronic health records
MixEHR-SurG: a joint proportional hazard and guided topic model for inferring mortality-associated topics from electronic health records
Yixuan Li
Archer Y. Yang
Ariane Marelli
Yue Li
53
4
0
20 Dec 2023
Modeling electronic health record data using a knowledge-graph-embedded
  topic model
Modeling electronic health record data using a knowledge-graph-embedded topic model
Yuesong Zou
Ahmad Pesaranghader
Aman Verma
David L. Buckeridge
Yue Li
62
1
0
03 Jun 2022
1