TACCO: Task-guided Co-clustering of Clinical Concepts and Patient Visits for Disease Subtyping based on EHR Data-Reference-Cited by-同舟云学术

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TACCO: Task-guided Co-clustering of Clinical Concepts and Patient Visits for Disease Subtyping based on EHR Data

Published:2024-08-24 Issue: Volume:2016 Page:6324-6334
ISSN:
Container-title:Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining
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Author:

Zhang Ziyang¹^ORCID,Cui Hejie¹^ORCID,Xu Ran¹^ORCID,Xie Yuzhang¹^ORCID,Ho Joyce C.¹^ORCID,Yang Carl¹^ORCID

Affiliation:

1. Emory University, Atlanta, GA, USA

Funder

National Science Foundation

National Institute of Diabetes and Digestive and Kidney Diseases

Publisher

ACM

Link

https://dl.acm.org/doi/pdf/10.1145/3637528.3671594

Reference80 articles.

1. Emma Ahlqvist, Petter Storm, Annemari Käräjämäki, Mats Martinell, Mozhgan Dorkhan, Annelie Carlsson, Petter Vikman, Rashmi B Prasad, Dina Mansour Aly, Peter Almgren, et al. 2018. Novel subgroups of adult-onset diabetes and their association with outcomes: a data-driven cluster analysis of six variables. The lancet Diabetes & endocrinology, Vol. 6, 5 (2018), 361--369.

2. Hypergraph convolution and hypergraph attention

3. Screening for Cardiovascular Disease Risk With Electrocardiography

4. XGBoost

5. Exploring Simple Siamese Representation Learning

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