Browsing Computer Science & Engineering by Author "Mahmud, Sakib"
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Deep learning-based middle cerebral artery blood flow abnormality detection using flow velocity waveform derived from transcranial Doppler ultrasound
Kanchon, Kanti Podder; Chowdhury, Muhammad E.H.; Al-Maadeed, Somaya; Nasrin Nisha, Naima; Mahmud, Sakib; Hamadelneil, Fatema; Almkhlef, Taif; Aljofairi, Hind; Mushtak, Adam; Khandakar, Amith; Zughaier, Susu... more authors ... less authors ( Elsevier , 2023 , Article)Since the brain is unlike any other organ in that it cannot store energy and has a high metabolic demand, constant blood flow is essential for healthy brain function. The maximum flow velocity waveform that is produced by ... -
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 ...