Helena Dominguez

According to our database, Helena Dominguez authored at least 7 papers between 2022 and 2025.

Collaborative distances:

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

2025

Leveraging Self-Supervised Learning Methods for Remote Screening of Subjects with Paroxysmal Atrial Fibrillation.

Adrian Atienza, Gouthamaan Manimaran, Sadasivan Puthusserypady, Helena Dominguez, Peter K. Jacobsen, Jakob E. Bardram

CoRR, March, 2025

Dynamic Fusion of Structured Covariates into Deep Signal Backbones.

Gouthamaan Manimaran, Sadasivan Puthusserypady, Helena Dominguez, Jakob E. Bardram

Proceedings of the Artificial Intelligence XLII, 2025

NERULA: A Dual-Pathway Self-supervised Learning Framework for Electrocardiogram Signal Analysis.

Gouthamaan Manimaran, Sadasivan Puthusserypady, Helena Dominguez, Adrian Atienza, Jakob E. Bardram

Proceedings of the Artificial Intelligence XLII, 2025

2023

An investigation of the contextual distribution of false positives in a deep learning-based atrial fibrillation detection algorithm.

Devender Kumar, Sadasivan Puthusserypady, Helena Dominguez, Kamal Sharma, Jakob E. Bardram

Expert Syst. Appl., 2023

Reading Between the Leads: Local Lead-Attention Based Classification of Electrocardiogram Signals.

Gouthamaan Manimaran, Sadasivan Puthusserypady, Helena Dominguez, Jakob E. Bardram

Proceedings of the Computing in Cardiology, 2023

2022

mCardia: A Context-Aware ECG Collection System for Ambulatory Arrhythmia Screening.

Devender Kumar, Raju Maharjan, Alban Maxhuni, Helena Dominguez, Anne Frølich, Jakob E. Bardram

ACM Trans. Comput. Heal., 2022

Deepaware: A hybrid deep learning and context-aware heuristics-based model for atrial fibrillation detection.

Devender Kumar, Abdolrahman Peimankar, Kamal Sharma, Helena Dominguez, Sadasivan Puthusserypady, Jakob E. Bardram

Comput. Methods Programs Biomed., 2022