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Md Zahangir Alom
Md Zahangir Alom
Ph.D. in Electrical and Computer Engineering
Verified email at udayton.edu - Homepage
Title
Cited by
Cited by
Year
Recurrent residual U-Net for medical image segmentation
MZ Alom, C Yakopcic, M Hasan, TM Taha, VK Asari
Journal of medical imaging 6 (1), 014006-014006, 2019
1859*2019
A state-of-the-art survey on deep learning theory and architectures
MZ Alom, TM Taha, C Yakopcic, S Westberg, P Sidike, MS Nasrin, ...
electronics 8 (3), 292, 2019
15362019
The history began from alexnet: A comprehensive survey on deep learning approaches
MZ Alom, TM Taha, C Yakopcic, S Westberg, P Sidike, MS Nasrin, ...
arXiv preprint arXiv:1803.01164, 2018
13392018
Breast cancer classification from histopathological images with inception recurrent residual convolutional neural network
MZ Alom, C Yakopcic, MS Nasrin, TM Taha, VK Asari
Journal of digital imaging 32, 605-617, 2019
3112019
Intrusion detection using deep belief networks
MZ Alom, VR Bontupalli, TM Taha
2015 National Aerospace and Electronics Conference (NAECON), 339-344, 2015
3032015
Nuclei segmentation with recurrent residual convolutional neural networks based U-Net (R2U-Net)
MZ Alom, C Yakopcic, TM Taha, VK Asari
NAECON 2018-IEEE National Aerospace and Electronics Conference, 228-233, 2018
2142018
COVID_MTNet: COVID-19 detection with multi-task deep learning approaches
MZ Alom, MM Rahman, MS Nasrin, TM Taha, VK Asari
arXiv preprint arXiv:2004.03747, 2020
1852020
Improved inception-residual convolutional neural network for object recognition
MZ Alom, M Hasan, C Yakopcic, TM Taha, VK Asari
Neural Computing and Applications 32 (1), 279-293, 2020
1312020
Memristor crossbar deep network implementation based on a convolutional neural network
C Yakopcic, MZ Alom, TM Taha
2016 International joint conference on neural networks (IJCNN), 963-970, 2016
1252016
Network intrusion detection for cyber security using unsupervised deep learning approaches
MZ Alom, TM Taha
2017 IEEE national aerospace and electronics conference (NAECON), 63-69, 2017
1202017
Handwritten bangla character recognition using the state-of-the-art deep convolutional neural networks
MZ Alom, P Sidike, M Hasan, TM Taha, VK Asari
Computational intelligence and neuroscience 2018, 2018
1182018
Handwritten bangla digit recognition using deep learning
MZ Alom, P Sidike, TM Taha, VK Asari
arXiv preprint arXiv:1705.02680, 2017
1112017
Extremely parallel memristor crossbar architecture for convolutional neural network implementation
C Yakopcic, MZ Alom, TM Taha
2017 International Joint Conference on Neural Networks (IJCNN), 1696-1703, 2017
922017
Recurrent residual convolutional neural network based on U-Net (R2U-Net) for medical image segmentation. arXiv
MZ Alom, M Hasan, C Yakopcic, TM Taha, VK Asari
arXiv preprint arXiv:1802.06955 10, 2018
862018
Advanced deep convolutional neural network approaches for digital pathology image analysis: A comprehensive evaluation with different use cases
MZ Alom, T Aspiras, TM Taha, VK Asari, TJ Bowen, D Billiter, S Arkell
arXiv preprint arXiv:1904.09075, 2019
472019
Network intrusion detection for cyber security on neuromorphic computing system
MZ Alom, TM Taha
2017 International Joint Conference on Neural Networks (IJCNN), 3830-3837, 2017
462017
Skin cancer segmentation and classification with NABLA-N and inception recurrent residual convolutional networks
MZ Alom, T Aspiras, TM Taha, VK Asari
arXiv preprint arXiv:1904.11126, 2019
442019
Medical image denoising with recurrent residual u-net (r2u-net) base auto-encoder
S Nasrin, MZ Alom, R Burada, TM Taha, VK Asari
2019 IEEE national aerospace and electronics conference (NAECON), 345-350, 2019
392019
Effective quantization approaches for recurrent neural networks
MZ Alom, AT Moody, N Maruyama, BC Van Essen, TM Taha
2018 international joint conference on neural networks (IJCNN), 1-8, 2018
382018
Microscopic nuclei classification, segmentation, and detection with improved deep convolutional neural networks (DCNN)
Z Alom, VK Asari, A Parwani, TM Taha
Diagnostic Pathology 17 (1), 38, 2022
352022
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