| 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 | 240 | 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 | 162 | 2018 |
| 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 | 85 | 2022 |
| 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 | 65 | 2018 |
| 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 | 63 | 2020 |
| 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 | 62* | 2021 |
| 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 | 35 | 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 | 33 | 2019 |
| A cost-effective method for crack detection and measurement on concrete surface MM Sarker, TA Ali, A Abdelfatah, S Yehia, A Elaksher The International Archives of the Photogrammetry, Remote Sensing and Spatial …, 2017 | 26 | 2017 |
| 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 | 22 | 2021 |
| 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 | 21 | 2019 |
| 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 | 20 | 2021 |
| 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 | 18 | 2015 |
| 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 |
| 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 | 16 | 2014 |
| 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 | 13 | 2022 |
| 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 | 11 | 2022 |
| 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 | 10 | 2017 |
| In Medical Image Computing and Computer Assisted Intervention–MICCAI 2018 MMK Sarker, HA Rashwan, F Akram, SF Banu, A Saleh, VK Singh, ... Cham, 2018 | 9 | 2018 |
| 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 | 8 | 2020 |
Domenec PuigFull Professor, University Rovira i VirgiliVerified email at urv.cat
