Obstructive Lung Disease Classification from Electrocardiograms Using Machine Learning

Aboubacar Abdoulaye Soumana; Prajwol Lamichhane; Mehlam Shabbir; Xudong Liu; Mona Nasseri; Scott Helgeson

doi:10.1145/3696673.3723076

Obstructive Lung Disease Classification from Electrocardiograms Using Machine Learning

Aboubacar Abdoulaye Soumana
, Prajwol Lamichhane
, Mehlam Shabbir
, Xudong Liu
, Mona Nasseri
, Scott Helgeson

School of Computing

Center for the Science of Health Care Delivery

Research output: Chapter or Contribution to Book › Literary contribution

Original language	English
Title of host publication	Proceedings of the 2025 ACM Southeast Conference, ACMSE 2025
Publisher	Association for Computing Machinery
Pages	221-226
Number of pages	6
ISBN (Electronic)	9798400712777
ISBN (Print)	9798400712777
DOIs	https://doi.org/10.1145/3696673.3723076
State	Published - May 8 2026
Event	2025 ACM Southeast Conference, ACMSE 2025 - Cape Girardeau, United States Duration: Apr 24 2025 → Apr 26 2025

Publication series

Name	Proceedings of the 2025 ACM Southeast Conference, ACMSE 2025

Conference

Conference	2025 ACM Southeast Conference, ACMSE 2025
Country/Territory	United States
City	Cape Girardeau
Period	4/24/25 → 4/26/25

ASJC Scopus Subject Areas

Computational Theory and Mathematics
Computer Science Applications
Hardware and Architecture
Software

Keywords

deep learning
digital health
electrocardiogram
health informatics
machine learning
obstructive lung disease classification

Access to Document

10.1145/3696673.3723076

Cite this

Soumana, A. A., Lamichhane, P., Shabbir, M., Liu, X., Nasseri, M., & Helgeson, S. (2026). Obstructive Lung Disease Classification from Electrocardiograms Using Machine Learning. In Proceedings of the 2025 ACM Southeast Conference, ACMSE 2025 (pp. 221-226). (Proceedings of the 2025 ACM Southeast Conference, ACMSE 2025). Association for Computing Machinery. https://doi.org/10.1145/3696673.3723076

Obstructive Lung Disease Classification from Electrocardiograms Using Machine Learning. / Soumana, Aboubacar Abdoulaye; Lamichhane, Prajwol; Shabbir, Mehlam et al.
Proceedings of the 2025 ACM Southeast Conference, ACMSE 2025. Association for Computing Machinery, 2026. p. 221-226 (Proceedings of the 2025 ACM Southeast Conference, ACMSE 2025).

Research output: Chapter or Contribution to Book › Literary contribution

Soumana, AA, Lamichhane, P, Shabbir, M, Liu, X, Nasseri, M & Helgeson, S 2026, Obstructive Lung Disease Classification from Electrocardiograms Using Machine Learning. in Proceedings of the 2025 ACM Southeast Conference, ACMSE 2025. Proceedings of the 2025 ACM Southeast Conference, ACMSE 2025, Association for Computing Machinery, pp. 221-226, 2025 ACM Southeast Conference, ACMSE 2025, Cape Girardeau, United States, 4/24/25. https://doi.org/10.1145/3696673.3723076

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author = "Soumana, \{Aboubacar Abdoulaye\} and Prajwol Lamichhane and Mehlam Shabbir and Xudong Liu and Mona Nasseri and Scott Helgeson",

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AU - Nasseri, Mona

AU - Helgeson, Scott

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Obstructive Lung Disease Classification from Electrocardiograms Using Machine Learning

Publication series

Conference

ASJC Scopus Subject Areas

Keywords

Access to Document

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Cite this