Scott A. Helgeson

According to our database, Scott A. Helgeson authored at least 8 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

A Novel 3D Convolutional Neural Network-Based Deep Learning Model for Spatiotemporal Feature Mapping for Video Analysis: Feasibility Study for Gastrointestinal Endoscopic Video Classification.

Mrinal Kanti Dhar, Mou Deb, Poonguzhali Elangovan, Keerthy Gopalakrishnan, Divyanshi Sood, Avneet Kaur, Charmy Parikh, Swetha Rapolu, Gianeshwaree Alias Rachna Panjwani, Rabiah Aslam Ansari, Naghmeh Asadimanesh, Shiva Sankari Karuppiah, Scott A. Helgeson, Venkata S. Akshintala, Shivaram Poigai Arunachalam

J. Imaging, 2025

Empirical Mode Decomposition-Based Deep Learning Model Development for Medical Imaging: Feasibility Study for Gastrointestinal Endoscopic Image Classification.

Mou Deb, Mrinal Kanti Dhar, Poonguzhali Elangovan, Keerthy Gopalakrishnan, Divyanshi Sood, Aaftab Sethi, Sabah Afroze, Sourav Bansal, Aastha Goudel, Charmy Parikh, Avneet Kaur, Swetha Rapolu, Gianeshwaree Alias Rachna Panjwani, Rabiah Aslam Ansari, Naghmeh Asadimanesh, Shiva Sankari Karuppiah, Scott A. Helgeson, Venkata S. Akshintala, Shivaram Poigai Arunachalam

J. Imaging, 2025

EPDD: Electrocardiogram-Based Pulmonary Disease Detector Using Machine Learning.

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

Proceedings of the 12th IEEE International Conference on Data Science and Advanced Analytics, 2025

MAPD2: Mobile Application-based Pulmonary Disease Detector Using Electrocardiograms and Deep Learning.

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

Proceedings of the ACM/IEEE International Conference on Connected Health: Applications, 2025

Obstructive Lung Disease Classification from Electrocardiograms Using Machine Learning.

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

Proceedings of the 2025 ACM Southeast Conference, 2025

2024

Impact of a Disease-Focused Electronic Health Record Dashboard on Clinical Staff Efficiency in Previsit Patient Review in an Ambulatory Pulmonary Hypertension Care Clinic.

Tapendra Koirala, Charles Burger, Rajeev Chaudhry, Patricia Benitez, Heather A. Heaton, Nilaa Gopikrishnan, Scott A. Helgeson

Appl. Clin. Inform., 2024

Pulmonary Disease Classification on Electrocardiograms Using Machine Learning.

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

Proceedings of the Thirty-Seventh International Florida Artificial Intelligence Research Society Conference, 2024

2023

Heart Murmur Classification in Phonocardiogram Representations Using Convolutional Neural Networks.

Mehlam Shabbir, Xudong Liu, Mona Nasseri, Scott A. Helgeson

Proceedings of the Thirty-Sixth International Florida Artificial Intelligence Research Society Conference, 2023