Browsing by Author "Khan, Muhammad Salman"
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Deep learning based classification of unsegmented phonocardiogram spectrograms leveraging transfer learning
Khan, Kaleem Nawaz; Khan, Faiq Ahmad; Abid, Anam; Olmez, Tamer; Dokur, Zumray; Khandakar, Amith; Chowdhury, Muhammad E H; Khan, Muhammad Salman... more authors ... less authors ( IOP Publishing Ltd , 2021 , Article)Objective. Cardiovascular diseases (CVDs) are a main cause of deaths all over the world. This research focuses on computer-aided analysis of phonocardiogram (PCG) signals based on deep learning that can enable improved and ... -
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 techniques for liver and liver tumor segmentation: A review
Gul, Sidra; Khan, Muhammad Salman; Bibi, Asima; Khandakar, Amith; Ayari, Mohamed Arselene; Chowdhury, Muhammad E.H.... more authors ... less authors ( Elsevier , 2022 , Article)Liver and liver tumor segmentation from 3D volumetric images has been an active research area in the medical image processing domain for the last few decades. The existence of other organs such as the heart, spleen, stomach, ... -
Exploring the effect of image enhancement techniques on COVID-19 detection using chest X-ray images
Tawsifur, Rahman; Khandakar, Amith; Qiblawey, Yazan; Tahir, Anas; Kiranyaz, Serkan; Abul Kashem, Saad Bin; Islam, Mohammad Tariqul; Al Maadeed, Somaya; Zughaier, Susu M.; Khan, Muhammad Salman; Chowdhury, Muhammad E.H.... more authors ... less authors ( Elsevier , 2021 , Article)Computer-aided diagnosis for the reliable and fast detection of coronavirus disease (COVID-19) has become a necessity to prevent the spread of the virus during the pandemic to ease the burden on the healthcare system. Chest ...