Browsing by Author "Islam, Khandaker R."
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 ... -
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 ... -
Transfer learning with deep Convolutional Neural Network (CNN) for pneumonia detection using chest X-ray
Rahman, Tawsifur; Chowdhury, Muhammad E. H.; Khandakar, Amith; Islam, Khandaker R.; Islam, Khandaker F.; Mahbub, Zaid B.; Kadir, Muhammad A.; Kashem, Saad... more authors ... less authors ( MDPI AG , 2020 , Article)Pneumonia is a life-threatening disease, which occurs in the lungs caused by either bacterial or viral infection. It can be life-endangering if not acted upon at the right time and thus the early diagnosis of pneumonia is ... -
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 ...