EPDD: Electrocardiogram-Based Pulmonary Disease Detector Using Machine Learning

Hari Sree Lalitha Vardhini Vanaparthi; Natasha Interlichia; Xudong Liu; Mona Nasseri; Scott Helgeson

doi:10.1109/DSAA65442.2025.11247978

EPDD: Electrocardiogram-Based Pulmonary Disease Detector Using Machine Learning

Hari Sree Lalitha Vardhini Vanaparthi
, Natasha Interlichia
, Xudong Liu
, Mona Nasseri
, Scott Helgeson

School of Computing

University of North Florida
Center for the Science of Health Care Delivery

Producción científica: Conference contribution

Idioma original	English
Título de la publicación alojada	2025 IEEE 12th International Conference on Data Science and Advanced Analytics, DSAA 2025
ISBN (versión digital)	9798331511791
DOI	https://doi.org/10.1109/DSAA65442.2025.11247978
Estado	Published - 2025
Evento	12th IEEE International Conference on Data Science and Advanced Analytics, DSAA 2025 - Birmingham, United Kingdom Duración: oct 9 2025 → oct 12 2025

Serie de la publicación

Nombre	2025 IEEE 12th International Conference on Data Science and Advanced Analytics, DSAA 2025

Conference

Conference	12th IEEE International Conference on Data Science and Advanced Analytics, DSAA 2025
País/Territorio	United Kingdom
Ciudad	Birmingham
Período	10/9/25 → 10/12/25

ODS de las Naciones Unidas

Este resultado contribuye a los siguientes Objetivos de Desarrollo Sostenible

Good health and well being

ASJC Scopus Subject Areas

Computer Networks and Communications
Information Systems
Information Systems and Management

Acceder al documento

10.1109/DSAA65442.2025.11247978

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Lalitha Vardhini Vanaparthi, H. S., Interlichia, N., Liu, X., Nasseri, M., & Helgeson, S. (2025). EPDD: Electrocardiogram-Based Pulmonary Disease Detector Using Machine Learning. En 2025 IEEE 12th International Conference on Data Science and Advanced Analytics, DSAA 2025 (2025 IEEE 12th International Conference on Data Science and Advanced Analytics, DSAA 2025). https://doi.org/10.1109/DSAA65442.2025.11247978

EPDD: Electrocardiogram-Based Pulmonary Disease Detector Using Machine Learning. / Lalitha Vardhini Vanaparthi, Hari Sree; Interlichia, Natasha; Liu, Xudong et al.
2025 IEEE 12th International Conference on Data Science and Advanced Analytics, DSAA 2025. 2025. (2025 IEEE 12th International Conference on Data Science and Advanced Analytics, DSAA 2025).

Producción científica: Conference contribution

Lalitha Vardhini Vanaparthi, HS, Interlichia, N, Liu, X, Nasseri, M & Helgeson, S 2025, EPDD: Electrocardiogram-Based Pulmonary Disease Detector Using Machine Learning. En 2025 IEEE 12th International Conference on Data Science and Advanced Analytics, DSAA 2025. 2025 IEEE 12th International Conference on Data Science and Advanced Analytics, DSAA 2025, 12th IEEE International Conference on Data Science and Advanced Analytics, DSAA 2025, Birmingham, United Kingdom, 10/9/25. https://doi.org/10.1109/DSAA65442.2025.11247978

Lalitha Vardhini Vanaparthi HS, Interlichia N, Liu X, Nasseri M, Helgeson S. EPDD: Electrocardiogram-Based Pulmonary Disease Detector Using Machine Learning. En 2025 IEEE 12th International Conference on Data Science and Advanced Analytics, DSAA 2025. 2025. (2025 IEEE 12th International Conference on Data Science and Advanced Analytics, DSAA 2025). doi: 10.1109/DSAA65442.2025.11247978

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title = "EPDD: Electrocardiogram-Based Pulmonary Disease Detector Using Machine Learning",

keywords = "Deep Learning, Digital Health, Electrocardiogram, Health Informatics, Machine learning, Obstructive Lung Disease Classification",

author = "\{Lalitha Vardhini Vanaparthi\}, \{Hari Sree\} and Natasha Interlichia and Xudong Liu and Mona Nasseri and Scott Helgeson",

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year = "2025",

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T2 - 12th IEEE International Conference on Data Science and Advanced Analytics, DSAA 2025

AU - Lalitha Vardhini Vanaparthi, Hari Sree

AU - Interlichia, Natasha

AU - Liu, Xudong

AU - Nasseri, Mona

AU - Helgeson, Scott

PY - 2025

Y1 - 2025

KW - Deep Learning

KW - Digital Health

KW - Electrocardiogram

KW - Health Informatics

KW - Machine learning

KW - Obstructive Lung Disease Classification

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DO - 10.1109/DSAA65442.2025.11247978

M3 - Conference contribution

AN - SCOPUS:105029907908

T3 - 2025 IEEE 12th International Conference on Data Science and Advanced Analytics, DSAA 2025

BT - 2025 IEEE 12th International Conference on Data Science and Advanced Analytics, DSAA 2025

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ER -

EPDD: Electrocardiogram-Based Pulmonary Disease Detector Using Machine Learning

Serie de la publicación

Conference

ODS de las Naciones Unidas

ASJC Scopus Subject Areas

Acceder al documento

Otros archivos y enlaces

Huella

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