Browsing by Author "Dipto, Shakib Mahmud"
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Colorectal cancer detection using transformer-based approach with attention mechanism
Sarker, Showmen; Fardin, Sadman; Rahman, Saik; Islam, Md.Tanjimul; Sifat, Golam (Brac University, 2022-09)Image classification is the process of labeling and classifying pixels or vectors within an image according to preset rules. Classification can be done using spectral or textural features. Computer vision researchers ... -
Interpretable COVID-19 classification leveraging ensemble neural network and explainable AI
Dipto, Shakib Mahmud; Afifa, Irfana; Kabir, Sumya (Brac University, 2021-06)COVID-19 which is also none as Corona Virus Disease is rst discovered in a city of China named Wuhan at December 2019 and it has been announced as a global pandemic at the middle of 2020. SARS-CoV-2 virus COVID-19 and ... -
ResInvolution: an involution-ResNet fused global spatial relation leveraging model for histopathological image analysis under federated learning environment
Dipto, Shakib Mahmud (Brac University, 2024-05)Accessing image data in the domain of medical image analysis is challenging owing to concerns regarding privacy. Federated Learning is the approach used to get rid of this challenge. With millions of learning parameters, ...