| 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 | 174 | 2020 |
| 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 | 130 | 2018 |
| 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 | 51 | 2018 |
| 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 | 44* | 2021 |
| 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 | 42 | 2020 |
| Retinal Optic Disc Segmentation Using Conditional Generative Adversarial Network. VK Singh, HA Rashwan, F Akram, N Pandey, MMK Sarker, A Saleh, ... CCIA 308, 373-380, 2018 | 32 | 2018 |
| 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 | 22 | 2019 |
| 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, 2022 | 18 | 2022 |
| 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 | 18 | 2019 |
| 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 | 16 | 2018 |
| 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 | 14 | 2015 |
| 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 | 12 | 2021 |
| 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 | 12 | 2014 |
| AWEU-Net: An attention-aware weight excitation u-net for lung nodule segmentation SF Banu, M Sarker, M Kamal, M Abdel-Nasser, D Puig, HA Raswan Applied Sciences 11 (21), 10132, 2021 | 9 | 2021 |
| 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, ... CCIA, 76-85, 2017 | 9 | 2017 |
| 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 | 8 | 2019 |
| 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 | 8 | 2013 |
| A novel license plate character segmentation method for different types of vehicle license plates MMK Sarker, MK Song 2014 International Conference on Information and Communication Technology …, 2014 | 7 | 2014 |
| Refuge challenge 2018-task 2: Deep optic disc and cup segmentation in fundus images using u-net and multi-scale feature matching networks VK Singh, HA Rashwan, A Saleh, F Akram, MMK Sarker, N Pandey, ... arXiv preprint arXiv:1807.11433, 2018 | 6 | 2018 |
| Modeling and implementing two-stage AdaBoost for real-time vehicle license plate detection MK Song, MMK Sarker Journal of Applied Mathematics 2014, 2014 | 6 | 2014 |
Domenec PuigFull Professor, University Rovira i VirgiliVerified email at urv.cat
