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Kelly M. Axsom
Publication Activity (10 Years)
Years Active: 2021-2021
Publications (10 Years): 3
Top Topics
Hierarchical Clustering
Risk Assessment
Categorical Data
Top Venues
CoRR
J. Am. Medical Informatics Assoc.
AMIA
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Publications
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Yufang Huang
,
Yifan Liu
,
Peter A. D. Steel
,
Kelly M. Axsom
,
John R. Lee
,
Sri Lekha Tummalapalli
,
Alison Hermann
,
Rochelle Joly
,
Fei Wang
,
Jyotishman Pathak
,
Lakshminarayanan Subramanian
,
Yiye Zhang
Deep Significance Clustering (DICE) a Heterogenous Population.
AMIA
(2021)
Yufang Huang
,
Yifan Liu
,
Peter A. D. Steel
,
Kelly M. Axsom
,
John R. Lee
,
Sri Lekha Tummalapalli
,
Fei Wang
,
Jyotishman Pathak
,
Lakshminarayanan Subramanian
,
Yiye Zhang
Deep significance clustering: a novel approach for identifying risk-stratified and predictive patient subgroups.
J. Am. Medical Informatics Assoc.
28 (12) (2021)
Yufang Huang
,
Kelly M. Axsom
,
John Lee
,
Lakshminarayanan Subramanian
,
Yiye Zhang
DICE: Deep Significance Clustering for Outcome-Aware Stratification.
CoRR
(2021)