Rozalina G. McCoy

According to our database, Rozalina G. McCoy authored at least 11 papers between 2014 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2025

A joint learning framework for analyzing data from national geriatric centralized networks: A new toolbox deciphering real-world complexity.

Biyi Shen, Yilin Zhang, Thomas G. Travison, Michelle Shardell, Rozalina G. McCoy, Takumi Saegusa, Jason Falvey, Chixiang Chen

J. Biomed. Informatics, 2025

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.

Sinan L. Aktay, Ozan A Aktay, Samia Menon, Shuo Jim Huang, Rozalina G. McCoy

J. Am. Medical Informatics Assoc., 2025

2024

Multi-view k-Nearest Neighbor Graph Contrastive Learning on Multi-modal Biomedical Data.

Yilin Zhang, Shuo Chen, Rozalina G. McCoy, Chixiang Chen, Yuzhou Chen

Proceedings of the Artificial Intelligence in Medicine - 22nd International Conference, 2024

2023

Classification Using Deep Transfer Learning on Structured Healthcare Data.

Ayda Farhadi, David Chen, Rozalina G. McCoy, Christopher Scott, Ping Ma, Celine M. Vachon, Jingyi Zhang, Che Ngufor, John A. Miller

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2023

2020

Big Impact from Small Data: Unsupervised Machine Learning Approaches for Chronic Pain Patient Subgrouping.

Luke A. Carlson, Jennifer St. Sauver, Sunyang Fu, Ahmad P. Tafti, Jungwei Fan, Molly M. Jeffery, Rozalina G. McCoy, Hongfang Liu, Yanshan Wang

Proceedings of the AMIA 2020, 2020

Annotating Chronic Pain Episodes in EHR Text: Guideline Development and Corpus Analysis.

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

Proceedings of the AMIA 2020, 2020

2019

Mixed effect machine learning: A framework for predicting longitudinal change in hemoglobin A1c.

Che Ngufor, Holly Van Houten, Brian S. Caffo, Nilay D. Shah, Rozalina G. McCoy

J. Biomed. Informatics, 2019

Breast Cancer Classification using Deep Transfer Learning on Structured Healthcare Data.

Akram Farhadi, David Chen, Rozalina G. McCoy, Christopher Scott, John A. Miller, Celine M. Vachon, Che Ngufor

Proceedings of the 2019 IEEE International Conference on Data Science and Advanced Analytics, 2019

2018

Stacked classifiers for individualized prediction of glycemic control following initiation of metformin therapy in type 2 diabetes.

Dennis H. Murphree, Elaheh Arabmakki, Che Ngufor, Curtis B. Storlie, Rozalina G. McCoy

Comput. Biol. Medicine, 2018

2017

Identification of Clinically Meaningful Clusters of Multi-morbidity in a National Cohort of Adults Using Unsupervised Learning.

Che Ngufor, Rozalina G. McCoy, Lixia Yao, Lindsey R. Sangaralingham, Shannon M. Dunlay, Nilay D. Shah

Proceedings of the AMIA 2017, 2017

2014

Clinical Decision Making: A Framework for Predicting Rx Response.

Aarti Sathyanarayana, Jyotishman Pathak, Rozalina G. McCoy, Santiago Romero-Brufau, Maryam Panaziahar, Jaideep Srivastava

Proceedings of the 2014 IEEE International Conference on Data Mining Workshops, 2014