Browsing Biomedical Research Center by Author "Al-Maadeed, Somaya"
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A New Deep Learning Method for Accurate Cardiac Heart Failure Prediction from RR Interval Measurements
N, Mishahira; Nair, Gayathri Geetha; Houkan, Mohammad Talal; Sadasivuni, Kishor Kumar; Geetha, Mithra; Al-Maadeed, Somaya; Albusaidi, Asiya; Subramanian, Nandhini; Yalcin, Huseyin Cagatay; Ouakad, Hassen M.; Bahadur, Issam... more authors ... less authors ( IEEE , 2022 , Conference Paper)cardiovascular diseases are the major cause of death worldwide. Early detection of heart failure will assist patients and medical professionals in taking better precautions to reduce risks. The objective of this study is ... -
A novel deep learning technique for morphology preserved fetal ECG extraction from mother ECG using 1D-CycleGAN
Promit, Basak; Nazmus Sakib, A.H.M; Chowdhury, Muhammad E.H.; Al-Emadi, Nasser; Cagatay Yalcin, Huseyin; Pedersen, Shona; Mahmud, Sakib; Kiranyaz, Serkan; Al-Maadeed, Somaya... more authors ... less authors ( Elsevier , 2024 , Article)The non-invasive fetal electrocardiogram (fECG) enables easy detection of developing heart abnormalities, leading to a significant reduction in infant mortality rate and post-natal complications. Due to the overlapping of ...