CNNs

DRNet: Segmentation and localization of optic disc and Fovea from diabetic retinopathy image
This article introduces a novel end-to-end encoder-decoder network, DRNet, explicitly designed for the segmentation and localization of …
Md. Kamrul Hasan, Md Ashraful Alam, Md Toufick E Elahi, Shidhartho Roy, Robert Martí
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DRNet: Segmentation and localization of optic disc and Fovea from diabetic retinopathy image
Automatic Mass Classification in Breast Using Transfer Learning of Deep Convolutional Neural Network and Support Vector Machine
Mammography is the most widely used gold standard for screening breast cancer, where mass classification is a prominent step. …
Md. Kamrul Hasan, Tajwar Abrar Aleef, Shidhartho Roy
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Automatic Mass Classification in Breast Using Transfer Learning of Deep Convolutional Neural Network and Support Vector Machine
DSNet: Automatic dermoscopic skin lesion segmentation
Automatic segmentation of skin lesions is considered a crucial step in Computer-aided Diagnosis (CAD) systems for melanoma detection. …
Md Kamrul Hasan, Lavsen Dahal, Prasad N. Samarakoon, Fakrul Islam Tushar, Robert Martí
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DSNet: Automatic dermoscopic skin lesion segmentation
Grasp-and-Lift Detection from EEG Signal Using Convolutional Neural Network
People undergoing neuromuscular dysfunctions and amputated limbs require automatic prosthetic appliances. In developing such …
Md Kamrul Hasan, Sifat Redwan Wahid, Faria Rahman, Shanjida Khan Maliha, Sauda Binte Rahman
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Grasp-and-Lift Detection from EEG Signal Using Convolutional Neural Network
Brain tissue segmentation using NeuroNet with different pre-processing techniques
Automatic segmentation of brain magnetic resonance imaging (MRI) images is one of the vital steps for quantitative analysis of the …
Fakrul Islam Tushar, Basel Alyafi, Md. Kamrul Hasan, Lavsen Dahal
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Brain tissue segmentation using NeuroNet with different pre-processing techniques