Browsing by Author "Hossain, Md. S."
Now showing items 1-4 of 4
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A Shallow U-Net Architecture for Reliably Predicting Blood Pressure (BP) from Photoplethysmogram (PPG) and Electrocardiogram (ECG) Signals
Mahmud, Sakib; Ibtehaz, Nabil; Khandakar, Amith; Tahir, Anas M.; Rahman, Tawsifur; Islam, Khandaker R.; Hossain, Md S.; Rahman, M. S.; Musharavati, Farayi; Ayari, Mohamed A.; Islam, Mohammad T.; Chowdhury, Muhammad E. H.... more authors ... less authors ( MDPI , 2022 , Article)Cardiovascular diseases are the most common causes of death around the world. To detect and treat heart-related diseases, continuous blood pressure (BP) monitoring along with many other parameters are required. Several ... -
Bangla Sign Language (BdSL) Alphabets and Numerals Classification Using a Deep Learning Model
Podder, Kanchon K.; Chowdhury, Muhammad E. H.; Tahir, Anas M.; Mahbub, Zaid B.; Khandakar, Amith; Hossain, Md S.; Kadir, Muhammad A.... more authors ... less authors ( MDPI , 2022 , Article)A real-time Bangla Sign Language interpreter can enable more than 200 k hearing and speech-impaired people to the mainstream workforce in Bangladesh. Bangla Sign Language (BdSL) recognition and detection is a challenging ... -
Motion Artifacts Correction from Single-Channel EEG and fNIRS Signals Using Novel Wavelet Packet Decomposition in Combination with Canonical Correlation Analysis
Hossain, Md S.; Chowdhury, Muhammad E. H.; Reaz, Mamun B.; Ali, Sawal H.; Bakar, Ahmad Ashrif A.; Kiranyaz, Serkan; Khandakar, Amith; Alhatou, Mohammed; Habib, Rumana; Hossain, Muhammad M.... more authors ... less authors ( MDPI , 2022 , Article)The electroencephalogram (EEG) and functional near-infrared spectroscopy (fNIRS) signals, highly non-stationary in nature, greatly suffers from motion artifacts while recorded using wearable sensors. Since successful ... -
Prognostic Model of ICU Admission Risk in Patients with COVID-19 Infection Using Machine Learning
Islam, Khandaker R.; Kumar, Jaya; Tan, Toh L.; Reaz, Mamun B.; Rahman, Tawsifur; Khandakar, Amith; Abbas, Tariq; Hossain, Md. S.; Zughaier, Susu M.; Chowdhury, Muhammad E. H.... more authors ... less authors ( MDPI , 2022 , Article)With the onset of the COVID-19 pandemic, the number of critically sick patients in intensive care units (ICUs) has increased worldwide, putting a burden on ICUs. Early prediction of ICU requirement is crucial for efficient ...