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Nadia Sultana

Jahangirnagar University

Savar

Social Science Faculty, Savar

Dhaka, 1342

Bangladesh

  • Jahangirnagar University

SCHOLARLY PAPERS

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Scholarly Papers (1)

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Dream: A Novel Explainable Neural Network for Detecting Sleep Apnea Using Single-Lead Ecg Signals

Number of pages: 20 Posted: 24 Feb 2025
Sanjida Akter, Md Akmol Masud, Mst. Sanzida Islam Promi, Nadia Sultana, Maruf Ahmed, Md. Mahmudur Rahman, Mohammad Abu Yousuf, Saad Aloteibi and Mohammad Ali Moni
Jahangirnagar University, Jahangirnagar University, Jahangirnagar University, Jahangirnagar University, Jahangirnagar University, Jahangirnagar University, Jahangirnagar University, King Saud University and University of Queensland
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Abstract:

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Obstructive Sleep Apnea, Deep learning, Electrocardiogram (ECG), Continuous wavelet transform (CWT), Gradient-weighted class activation mapping (grad-CAM)