Rozalina G. McCoy

11 papers B 1Misc 3Journal 4Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
A joint learning framework for analyzing data from national geriatric centralized networks: A new toolbox deciphering real-world complexity.
J. Biomed. Informatics
Biyi Shen, Yilin Zhang, Thomas G. Travison, Michelle Shardell, Rozalina G. McCoy, Takumi Saegusa, Jason Falvey, Chixiang Chen
2025 J jnl
Supporting public transit research in healthcare settings: testing a free, fast, and secure method for routing public transit from patient address to the point of care.
J. Am. Medical Informatics Assoc.
Sinan L. Aktay, Ozan A Aktay, Samia Menon, Shuo Jim Huang, Rozalina G. McCoy
2024 — conf
Multi-view k-Nearest Neighbor Graph Contrastive Learning on Multi-modal Biomedical Data.
AIME (2)
Yilin Zhang, Shuo Chen, Rozalina G. McCoy, Chixiang Chen, Yuzhou Chen
2023 — conf
Classification Using Deep Transfer Learning on Structured Healthcare Data.
SSCI
Ayda Farhadi, David Chen, Rozalina G. McCoy, Christopher Scott, Ping Ma, Celine M. Vachon, Jingyi Zhang, Che Ngufor, John A. Miller
2020 Misc conf
Annotating Chronic Pain Episodes in EHR Text: Guideline Development and Corpus Analysis.
AMIA
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
2020 Misc conf
Big Impact from Small Data: Unsupervised Machine Learning Approaches for Chronic Pain Patient Subgrouping.
AMIA
Luke A. Carlson, Jennifer St. Sauver, Sunyang Fu, Ahmad P. Tafti, Jungwei Fan, Molly M. Jeffery, Rozalina G. McCoy, Hongfang Liu, Yanshan Wang
2019 B conf
Breast Cancer Classification using Deep Transfer Learning on Structured Healthcare Data.
DSAA
Akram Farhadi, David Chen, Rozalina G. McCoy, Christopher Scott, John A. Miller, Celine M. Vachon, Che Ngufor
2019 J jnl
Mixed effect machine learning: A framework for predicting longitudinal change in hemoglobin A1c.
J. Biomed. Informatics
Che Ngufor, Holly Van Houten, Brian S. Caffo, Nilay D. Shah, Rozalina G. McCoy
2018 J jnl
Stacked classifiers for individualized prediction of glycemic control following initiation of metformin therapy in type 2 diabetes.
Comput. Biol. Medicine
Dennis H. Murphree, Elaheh Arabmakki, Che Ngufor, Curtis B. Storlie, Rozalina G. McCoy
2017 Misc conf
Identification of Clinically Meaningful Clusters of Multi-morbidity in a National Cohort of Adults Using Unsupervised Learning.
AMIA
Che Ngufor, Rozalina G. McCoy, Lixia Yao, Lindsey R. Sangaralingham, Shannon M. Dunlay, Nilay D. Shah
2014 — conf
Clinical Decision Making: A Framework for Predicting Rx Response.
ICDM Workshops
Aarti Sathyanarayana, Jyotishman Pathak, Rozalina G. McCoy, Santiago Romero-Brufau, Maryam Panaziahar, Jaideep Srivastava