Helena Dominguez

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 5

Top Topics

Beat Classification

Atrial Fibrillation

False Positives

Top Venues

Comput. Methods Programs Biomed.

Expert Syst. Appl.

Publications

Gouthamaan Manimaran, Sadasivan Puthusserypady, Helena Dominguez, Adrian Atienza, Jakob E. Bardram
NERULA: A Dual-Pathway Self-Supervised Learning Framework for Electrocardiogram Signal Analysis. CoRR (2024)
Gouthamaan Manimaran, Sadasivan Puthusserypady, Helena Dominguez, Jakob E. Bardram
Reading Between the Leads: Local Lead-Attention Based Classification of Electrocardiogram Signals. CinC (2023)
Devender Kumar, Sadasivan Puthusserypady, Helena Dominguez, Kamal Sharma, Jakob E. Bardram
An investigation of the contextual distribution of false positives in a deep learning-based atrial fibrillation detection algorithm. Expert Syst. Appl. 211 (2023)
Devender Kumar, Abdolrahman Peimankar, Kamal Sharma, Helena Dominguez, Sadasivan Puthusserypady, Jakob E. Bardram
Deepaware: A hybrid deep learning and context-aware heuristics-based model for atrial fibrillation detection. Comput. Methods Programs Biomed. 221 (2022)
Devender Kumar, Raju Maharjan, Alban Maxhuni, Helena Dominguez, Anne Frølich, Jakob E. Bardram
mCardia: A Context-Aware ECG Collection System for Ambulatory Arrhythmia Screening. ACM Trans. Comput. Heal. 3 (2) (2022)