Publications

Research you can inspect.

Selected peer-reviewed work in environmental exposure modeling and health services research.

Google Scholar profile ↗
2026 · IEEE ICHI · First author

A Reusable Library of Exposure Health Machine Learning Primitives

Shishupal S, Sward K, Cummins M, Bakian A, Smart R, Madsen R, Varma U, Facelli JC, Gouripeddi R.

Proceedings of the 2026 IEEE 14th International Conference on Healthcare Informatics. 2026;481–489.

A framework for retrieving and reusing local environmental exposure patterns.

Full citation

Shishupal S, Sward K, Cummins M, Bakian A, Smart R, Madsen R, Varma U, Facelli JC, Gouripeddi R. A Reusable Library of Exposure Health Machine Learning Primitives. Proceedings of the 2026 IEEE 14th International Conference on Healthcare Informatics. 2026;481–489. https://doi.org/10.1109/ICHI69079.2026.00272

2025 · JAMIA Open · Co-author

Social vulnerability, lower broadband internet access, and rurality associated with lower telemedicine use in U.S. Counties

Cummins MR, Wong B, Wan N, Han J, Shishupal SD, Gouripeddi R, Ivanova J, Franklin A, Johnny J, Ong T, Welch BM, Bunnell BE.

JAMIA Open. 2025;8(4):ooaf056.

County-level observational research on the context of telemedicine use.

Full citation

Cummins MR, Wong B, Wan N, Han J, Shishupal SD, Gouripeddi R, Ivanova J, Franklin A, Johnny J, Ong T, Welch BM, Bunnell BE. Social vulnerability, lower broadband internet access, and rurality associated with lower telemedicine use in U.S. Counties. JAMIA Open. 2025;8(4):ooaf056. https://doi.org/10.1093/jamiaopen/ooaf056

2024 · JMIR · Second author

Travel Distance Between Participants in US Telemedicine Sessions With Estimates of Emissions Savings: Observational Study

Cummins M, Shishupal S, Wong B, Wan N, Han J, Johnny J, Mhatre-Owens A, Gouripeddi R, Ivanova J, Ong T, Soni H, Barrera J, Wilczewski H, Welch B, Bunnell B.

Journal of Medical Internet Research. 2024;26:e53437.

A national observational analysis of travel and estimated emissions savings.

Full citation

Cummins M, Shishupal S, Wong B, Wan N, Han J, Johnny J, Mhatre-Owens A, Gouripeddi R, Ivanova J, Ong T, Soni H, Barrera J, Wilczewski H, Welch B, Bunnell B. Travel Distance Between Participants in US Telemedicine Sessions With Estimates of Emissions Savings: Observational Study. Journal of Medical Internet Research. 2024;26:e53437. https://doi.org/10.2196/53437