Deep learning

Detection, segmentation, and 3D pose estimation of surgical tools using convolutional neural networks and algebraic geometry
Surgical tool detection, segmentation, and 3D pose estimation are crucial components in Computer-Assisted Laparoscopy (CAL). The …
Md Kamrul Hasan, Lilian Calvet, Navid Rabbani, Adrien Bartoli
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Detection, segmentation, and 3D pose estimation of surgical tools using convolutional neural networks and algebraic geometry
Ensemble of Convolutional Neural Networks to diagnose Acute Lymphoblastic Leukemia from microscopic images
Acute Lymphoblastic Leukemia (ALL) is a blood cell cancer characterized by the presence of excess immature lymphocytes., Even though …
Chayan Mondal, Md Kamrul Hasan, Mohiuddin Ahmad, Md Abdul Awal, Md Tasnim Jawad, Aishwariya Dutta, Md Rabiul Islam, Mohammad Ali Moni
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Ensemble of Convolutional Neural Networks to diagnose Acute Lymphoblastic Leukemia from microscopic images
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
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