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Rozalina G. McCoy
Publication Activity (10 Years)
Years Active: 2014-2023
Publications (10 Years): 7
Top Topics
Unsupervised Learning
Text Analysis
Breast Cancer
Classifier Combination
Top Venues
AMIA
SSCI
Comput. Biol. Medicine
ICDM Workshops
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Publications
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Ayda Farhadi
,
David Chen
,
Rozalina G. McCoy
,
Christopher Scott
,
Ping Ma
,
Celine M. Vachon
,
Jingyi Zhang
,
Che Ngufor
,
John A. Miller
Classification Using Deep Transfer Learning on Structured Healthcare Data.
SSCI
(2023)
Luke A. Carlson
,
Jennifer St. Sauver
,
Sunyang Fu
,
Ahmad P. Tafti
,
Jungwei Fan
,
Molly M. Jeffery
,
Rozalina G. McCoy
,
Hongfang Liu
,
Yanshan Wang
Big Impact from Small Data: Unsupervised Machine Learning Approaches for Chronic Pain Patient Subgrouping.
AMIA
(2020)
Luke A. Carlson
,
Molly M. Jeffery
,
Sunyang Fu
,
Huan He
,
Rozalina G. McCoy
,
Yanshan Wang
,
W. M. Hooten
,
Jennifer L. St. Sauver
,
Hongfang Liu
,
Jungwei Fan
Annotating Chronic Pain Episodes in EHR Text: Guideline Development and Corpus Analysis.
AMIA
(2020)
Akram Farhadi
,
David Chen
,
Rozalina G. McCoy
,
Christopher Scott
,
John A. Miller
,
Celine M. Vachon
,
Che Ngufor
Breast Cancer Classification using Deep Transfer Learning on Structured Healthcare Data.
DSAA
(2019)
Che Ngufor
,
Holly Van Houten
,
Brian S. Caffo
,
Nilay D. Shah
,
Rozalina G. McCoy
Mixed effect machine learning: A framework for predicting longitudinal change in hemoglobin A1c.
J. Biomed. Informatics
89 (2019)
Dennis H. Murphree
,
Elaheh Arabmakki
,
Che Ngufor
,
Curtis B. Storlie
,
Rozalina G. McCoy
Stacked classifiers for individualized prediction of glycemic control following initiation of metformin therapy in type 2 diabetes.
Comput. Biol. Medicine
103 (2018)
Che Ngufor
,
Rozalina G. McCoy
,
Lixia Yao
,
Lindsey R. Sangaralingham
,
Shannon M. Dunlay
,
Nilay D. Shah
Identification of Clinically Meaningful Clusters of Multi-morbidity in a National Cohort of Adults Using Unsupervised Learning.
AMIA
(2017)
Aarti Sathyanarayana
,
Jyotishman Pathak
,
Rozalina G. McCoy
,
Santiago Romero-Brufau
,
Maryam Panaziahar
,
Jaideep Srivastava
Clinical Decision Making: A Framework for Predicting Rx Response.
ICDM Workshops
(2014)