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Dr. Md. Mostafa Kamal Sarker, PhD
Dr. Md. Mostafa Kamal Sarker, PhD
Lead AI Research Scientist @ Technovative Solutions Limited | Visiting Fellow @ University of Oxford
Bestätigte E-Mail-Adresse bei eng.ox.ac.uk
Titel
Zitiert von
Zitiert von
Jahr
Breast tumor segmentation and shape classification in mammograms using generative adversarial and convolutional neural network
VK Singh, HA Rashwan, S Romani, F Akram, N Pandey, MMK Sarker, ...
Expert Systems with Applications 139, 112855, 2020
2722020
SLSDeep: Skin lesion segmentation based on dilated residual and pyramid pooling networks
MMK Sarker, HA Rashwan, F Akram, SF Banu, A Saleh, VK Singh, ...
Medical Image Computing and Computer Assisted Intervention–MICCAI 2018: 21st …, 2018
1762018
Computer vision and machine learning for medical image analysis: recent advances, challenges, and way forward
E Elyan, P Vuttipittayamongkol, P Johnston, K Martin, K McPherson, ...
Artificial Intelligence Surgery 2 (1), 24-45, 2022
1282022
Breast tumor segmentation in ultrasound images using contextual-information-aware deep adversarial learning framework
VK Singh, M Abdel-Nasser, F Akram, HA Rashwan, MMK Sarker, ...
Expert Systems with Applications 162, 113870, 2020
742020
SLSNet: Skin lesion segmentation using a lightweight generative adversarial network
MMK Sarker, HA Rashwan, F Akram, VK Singh, SF Banu, ...
Expert Systems with Applications 183, 115433, 2021
72*2021
Conditional generative adversarial and convolutional networks for X-ray breast mass segmentation and shape classification
VK Singh, S Romani, HA Rashwan, F Akram, N Pandey, MMK Sarker, ...
Medical Image Computing and Computer Assisted Intervention–MICCAI 2018: 21st …, 2018
682018
An efficient solution for breast tumor segmentation and classification in ultrasound images using deep adversarial learning
VK Singh, HA Rashwan, M Abdel-Nasser, MMK Sarker, F Akram, ...
arXiv preprint arXiv:1907.00887, 2019
402019
Retinal optic disc segmentation using conditional generative adversarial network
VK Singh, HA Rashwan, F Akram, N Pandey, MMK Sarker, A Saleh, ...
Artificial Intelligence Research and Development, 373-380, 2018
362018
AWEU-Net: An attention-aware weight excitation U-Net for lung nodule segmentation
SF Banu, MMK Sarker, M Abdel-Nasser, D Puig, HA Raswan
Applied Sciences 11 (21), 10132, 2021
292021
A means of assessing deep learning-based detection of ICOS protein expression in colon cancer
MMK Sarker, Y Makhlouf, SG Craig, MP Humphries, M Loughrey, ...
Cancers 13 (15), 3825, 2021
232021
Hierarchical approach to classify food scenes in egocentric photo-streams
ET Martinez, M Leyva-Vallina, MMK Sarker, D Puig, N Petkov, P Radeva
IEEE journal of biomedical and health informatics 24 (3), 866-877, 2019
222019
Detection and recognition of illegally parked vehicles based on an adaptive gaussian mixture model and a seed fill algorithm
M Sarker, K Mostafa, C Weihua, MK Song
Journal of information and communication convergence engineering 13 (3), 197-204, 2015
202015
Efficient breast cancer classification network with dual squeeze and excitation in histopathological images
MMK Sarker, F Akram, M Alsharid, VK Singh, R Yasrab, E Elyan
Diagnostics 13 (1), 103, 2022
192022
MACNet: Multi-scale atrous convolution networks for food places classification in egocentric photo-streams
MK Sarker, HA Rashwan, E Talavera, S Furruka Banu, P Radeva, D Puig
Proceedings of the European Conference on Computer Vision (ECCV) Workshops, 0-0, 2018
162018
A Fast and Robust License Plate Detection Algorithm Based on Two-stage Cascade AdaBoost.
MMK Sarker, S Yoon, DS Park
KSII Transactions on Internet & Information Systems 8 (10), 2014
162014
TransSLC: Skin lesion classification in dermatoscopic images using transformers
MMK Sarker, CF Moreno-García, J Ren, E Elyan
Annual Conference on Medical Image Understanding and Analysis, 651-660, 2022
132022
Recognizing food places in egocentric photo-streams using multi-scale atrous convolutional networks and self-attention mechanism
MMK Sarker, HA Rashwan, F Akram, E Talavera, SF Banu, P Radeva, ...
IEEE Access 7, 39069-39082, 2019
102019
Classification of breast cancer molecular subtypes from their micro-texture in mammograms using a VGGNet-based convolutional neural network
VK Singh, S Romani, J Torrents-Barrena, F Akram, N Pandey, ...
Recent Advances in Artificial Intelligence Research and Development, 76-85, 2017
102017
Web‐based efficient dual attention networks to detect COVID‐19 from X‐ray images
MMK Sarker, Y Makhlouf, SF Banu, S Chambon, P Radeva, D Puig
Electronics Letters 56 (24), 1298-1301, 2020
92020
Novel License Plate Detection Method Based on Heuristic Energy Map
MMK Sarker, S Yoon, J Lee, DS Park
The Journal of Korea Information and Communications Society (JKICS) 38 (12 …, 2013
82013
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