Browsing Electrical Engineering by Author "Chowdhury, Muhammad E. H."
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Bi-attention DoubleUNet: A deep learning approach for carotid artery segmentation in transverse view images for non-invasive stenosis diagnosis
Najmath, Ottakath; Akbari, Younes; Al-Maadeed, Somaya Ali; Bouridane, Ahmed; Zughaier, Susu M.; Chowdhury, Muhammad E.H.... more authors ... less authors ( Elsevier , 2024 , Article)The carotid artery is a vital blood vessel that supplies oxygenated blood to the brain. Blockages in this artery can lead to life-threatening illnesses, making accurate diagnosis essential. While ultrasound (US) imaging ... -
Deep Learning Framework for Liver Segmentation from T1-Weighted MRI Images
Hossain, Md Sakib Abrar; Gul, Sidra; Chowdhury, Muhammad E.H.; Khan, Muhammad Salman; Sumon, Md Shaheenur Islam; Bhuiyan, Enamul Haque; Khandakar, Amith; Hossain, Maqsud; Sadique, Abdus; Al-Hashimi, Israa; Ayari, Mohamed Arselene; Mahmud, Sakib; Alqahtani, Abdulrahman... more authors ... less authors ( Multidisciplinary Digital Publishing Institute (MDPI) , 2023 , Article)The human liver exhibits variable characteristics and anatomical information, which is often ambiguous in radiological images. Machine learning can be of great assistance in automatically segmenting the liver in radiological ... -
Deep Learning-Based Conjunctival Melanoma Detection Using Ocular Surface Images
Podder, Kanchon Kanti; Alam, Mohammad Kaosar; Siam, Zakaria Shams; Islam, Khandaker Reajul; Dutta, Proma; Mushtak, Adam; Khandakar, Amith; Pedersen, Shona; Chowdhury, Muhammad E.H.... more authors ... less authors ( springer link , 2023 , Article)The human eye could be affected with conjunctival melanoma, which indicates a fatal malignant growth of the eye. Being a very rare disease, there exists a lack of related data in the literature. Also, very few studies ... -
Explainable deep learning model for automatic mulberry leaf disease classification
Nahiduzzaman, Md; Chowdhury, Muhammad E.H.; Salam, Abdus; Nahid, Emama; Ahmed, Faruque; Al-Emadi, Nasser; Ayari, Mohamed Arselene; Khandakar, Amith; Haider, Julfikar... more authors ... less authors ( Frontiers Media SA , 2023 , Article)Mulberry leaves feed Bombyx mori silkworms to generate silk thread. Diseases that affect mulberry leaves have reduced crop and silk yields in sericulture, which produces 90% of the world’s raw silk. Manual leaf disease ... -
Fetal ECG extraction from maternal ECG using deeply supervised LinkNet++ model
Arafat, Rahman; Mahmud, Sakib; Chowdhury, Muhammad E.H.; Yalcin, Huseyin Cagatay; Khandakar, Amith; Mutlu, Onur; Mahbub, Zaid Bin; Kamal, Reema Yousef; Pedersen, Shona... more authors ... less authors ( Elsevier , 2023 , Article)Fetal heart monitoring and early disease detection using non-invasive fetal electrocardiograms (fECG) can help substantially to reduce infant death through improved diagnosis of Coronary Heart Disease (CHD) in the fetus. ... -
Fiber Bragg Gratings based smart insole to measure plantar pressure and temperature
Sakib, Mahmud; Khandakar, Amith; Chowdhury, Muhammad E.H.; AbdulMoniem, Mohammed; Bin Ibne Reaz, Mamun; Bin Mahbub, Zaid; Sadasivuni, Kishor Kumar; Murugappan, M.; Alhatou, Mohammed... more authors ... less authors ( Elsevier , 2022 , Article)Various foot complications can be easily avoided by continuously monitoring plantar (foot sole) pressure and temperature at home. Systems which can simultaneously measure plantar pressure and temperature in real time are ... -
IRv2-Net: A Deep Learning Framework for Enhanced Polyp Segmentation Performance Integrating InceptionResNetV2 and UNet Architecture with Test Time Augmentation Techniques
Ahamed, Md Faysal; Syfullah, Md Khalid; Sarkar, Ovi; Islam, Md Tohidul; Nahiduzzaman, Md; Islam, Md Rabiul; Khandakar, Amith; Ayari, Mohamed Arselene; Chowdhury, Muhammad E.H.... more authors ... less authors ( Multidisciplinary Digital Publishing Institute (MDPI) , 2023 , Article)Colorectal polyps in the colon or rectum are precancerous growths that can lead to a more severe disease called colorectal cancer. Accurate segmentation of polyps using medical imaging data is essential for effective ... -
NDDNet: a deep learning model for predicting neurodegenerative diseases from gait pattern
Faisal, Md Ahasan Atick; Chowdhury, Muhammad E.H.; Mahbub, Zaid Bin; Pedersen, Shona; Ahmed, Mosabber Uddin; Khandakar, Amith; Alhatou, Mohammed; Nabil, Mohammad; Ara, Iffat; Bhuiyan, Enamul Haque; Mahmud, Sakib; AbdulMoniem, Mohammed... more authors ... less authors ( Springer Nature , 2023 , Article)Neurodegenerative diseases damage neuromuscular tissues and deteriorate motor neurons which affects the motor capacity of the patient. Particularly the walking gait is greatly influenced by the deterioration process. Early ... -
Self-ChakmaNet: A deep learning framework for indigenous language learning using handwritten characters
Kanchon Kanti, Podder; Emdad Khan, Ludmila; Chakma, Jyoti; Chowdhury, Muhammad E.H.; Dutta, Proma; Salam, Khan Md Anwarus; Khandakar, Amith; Ayari, Mohamed Arselene; Bhawmick, Bikash Kumar; Islam, S M Arafin; Kiranyaz, Serkan... more authors ... less authors ( Elsevier , 2023 , Article)According to UNESCO's Atlas of the World's Languages in Danger, 40% of the languages today are counted as endangered in the future. Indigenous languages are endangered because of the less availability of interactive learning ... -
Signer-Independent Arabic Sign Language Recognition System Using Deep Learning Model
Podder, Kanchon Kanti; Ezeddin, Maymouna; Chowdhury, Muhammad E.H.; Sumon, Md Shaheenur Islam; Tahir, Anas M.; Ayari, Mohamed Arselene; Dutta, Proma; Khandakar, Amith; Mahbub, Zaid Bin; Kadir, Muhammad Abdul... more authors ... less authors ( Multidisciplinary Digital Publishing Institute (MDPI) , 2023 , Article)Every one of us has a unique manner of communicating to explore the world, and such communication helps to interpret life. Sign language is the popular language of communication for hearing and speech-disabled people. When ... -
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 ... -
Ultrasound Intima-Media Complex (IMC) Segmentation Using Deep Learning Models
Hassen Mohammed, Hanadi; Elharrouss, Omar; Ottakath, Najmath; Al-Maadeed, Somaya; Chowdhury, Muhammad E.H.; Bouridane, Ahmed; Zughaier, Susu M.... more authors ... less authors ( Multidisciplinary Digital Publishing Institute (MDPI) , 2023 , Article)Common carotid intima-media thickness (CIMT) is a common measure of atherosclerosis, often assessed through carotid ultrasound images. However, the use of deep learning methods for medical image analysis, segmentation 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 ...