تصفح حسب المؤلف "Mahbub, Zaid B."
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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 ... -
Design and Implementation of a Smart Insole System to Measure Plantar Pressure and Temperature
Khandakar, Amith; Mahmud, Sakib; Chowdhury, Muhammad E. H.; Reaz, Mamun B.; Kiranyaz, Serkan; Mahbub, Zaid B.; Ali, Sawal H.; Bakar, Ahmad Ashrif A.; Ayari, Mohamed A.; Alhatou, Mohammed; Abdul-Moniem, Mohammed; Faisal, Md A.... more authors ... less authors ( MDPI , 2022 , Article)An intelligent insole system may monitor the individual's foot pressure and temperature in real-time from the comfort of their home, which can help capture foot problems in their earliest stages. Constant monitoring for ... -
Estimating blood pressure from the photoplethysmogram signal and demographic features using machine learning techniques
Chowdhury, Moajjem H.; Shuzan, Md N.; Chowdhury, Muhammad E.H.; Mahbub, Zaid B.; Uddin, M. M.; Khandakar, Amith; Reaz, Mamun B.... more authors ... less authors ( MDPI AG , 2020 , Article)Hypertension is a potentially unsafe health ailment, which can be indicated directly from the blood pressure (BP). Hypertension always leads to other health complications. Continuous monitoring of BP is very important; ... -
Machine learning-based classification of healthy and impaired gaits using 3D-GRF signals
Nazmul Islam Shuzan, Md; Chowdhury, Muhammad E.H.; Bin Ibne Reaz, Mamun; Khandakar, Amith; Fuad Abir, Farhan; Ahasan Atick Faisal, Md.; Hamid Md Ali, Sawal; Bakar, Ahmad Ashrif A.; Hossain Chowdhury, Moajjem; Mahbub, Zaid B.; Monir Uddin, M.; Alhatou, Mohammed... more authors ... less authors ( Elsevier , 2023 , Article)Gait analysis is helpful for rehabilitation, clinical diagnoses, and sporting activities. Among the gathered signals, ground reaction forces (GRF) may be used for assisting doctors in recognizing and categorizing gait ... -
Thermal Change Index-Based Diabetic Foot Thermogram Image Classification Using Machine Learning Techniques
Khandakar, Amith; Chowdhury, Muhammad E. H.; Reaz, Mamun B.; Ali, Sawal H.; Abbas, Tariq O.; Alam, Tanvir; Ayari, Mohamed A.; Mahbub, Zaid B.; Habib, Rumana; Rahman, Tawsifur; Tahir, Anas M.; Bakar, Ahmad Ashrif A.; Malik, Rayaz A.... more authors ... less authors ( MDPI , 2022 , Article)Diabetes mellitus (DM) can lead to plantar ulcers, amputation and death. Plantar foot thermogram images acquired using an infrared camera have been shown to detect changes in temperature distribution associated with a ... -
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 ...