تصفح Electrical Engineering حسب المؤلف "Rahman, Tawsifur"
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Deep Learning Technique for Congenital Heart Disease Detection Using Stacking-Based CNN-LSTM Models from Fetal Echocardiogram: A Pilot Study
Rahman, Tawsifur; Al-Ruweidi, Mahmoud Khatib A.A.; Sumon, Md Shaheenur Islam; Kamal, Reema Yousef; Chowdhury, Muhammad E.H.; Yalcin, Huseyin C.... more authors ... less authors ( IEEE , 2023 , Article)Congenital heart defects (CHDs) are a leading cause of death in infants under 1 year of age. Prenatal intervention can reduce the risk of postnatal serious CHD patients, but current diagnosis is based on qualitative criteria, ... -
Machine learning and discriminant function analysis in the formulation of generic models for sex prediction using patella measurements
Bidmos, Mubarak A.; Olateju, Oladiran I.; Latiff, Sabiha; Rahman, Tawsifur; Chowdhury, Muhammad E.H. ( Springer Nature , 2022 , Article)Sex prediction from bone measurements that display sexual dimorphism is one of the most important aspects of forensic anthropology. Some bones like the skull and pelvis display distinct morphological traits that are based ... -
NABNet: A Nested Attention-guided BiConvLSTM network for a robust prediction of Blood Pressure components from reconstructed Arterial Blood Pressure waveforms using PPG and ECG signals
Sakib, Mahmud; Ibtehaz, Nabil; Khandakar, Amith; Sohel Rahman, M.; JR. Gonzales, Antonio; Rahman, Tawsifur; Shafayet Hossain, Md; Sakib Abrar Hossain, Md.; Ahasan Atick Faisal, Md.; Fuad Abir, Farhan; Musharavati, Farayi; E. H. Chowdhury, Muhammad... more authors ... less authors ( Elsevier , 2022 , Article)Backgroundand Motivations: Continuous Blood Pressure (BP) monitoring is crucial for real-time health tracking, especially for people with hypertension and cardiovascular diseases (CVDs). The current cuff-based BP monitoring ... -
TB-CXRNet: Tuberculosis and Drug-Resistant Tuberculosis Detection Technique Using Chest X-ray Images
Rahman, Tawsifur; Khandakar, Amith; Rahman, Ashiqur; Zughaier, Susu M.; Al Maslamani, Muna; Chowdhury, Moajjem Hossain; Tahir, Anas M.; Hossain, Md Sakib Abrar; Chowdhury, Muhammad E.H.... more authors ... less authors ( Springer Nature , 2024 , Article)Tuberculosis (TB) is a chronic infectious lung disease, which caused the death of about 1.5 million people in 2020 alone. Therefore, it is important to detect TB accurately at an early stage to prevent the infection and ... -
Wearable Real-Time Epileptic Seizure Detection and Warning System
Chowdhury, Muhammad E.H.; Khandakar, Amith; Alzoubi, Khawla; Mohammed, Aisha; Taha, Safaa; Omar, Aya; Islam, Khandaker R.; Rahman, Tawsifur; Md. Shafayet, Hossain; Islam, Mohammad T.; Reaz, Mamun Bin Ibne... more authors ... less authors ( Springer International Publishing , 2022 , Book chapter)Epilepsy is an unpredictable neuronal brain disorder, affecting approximately 70 million people. It is characterized by seizures resulting in the patient losing the capability of controlling his/her actions. Besides being ...