| Breast tumor segmentation and shape classification in mammograms using generative adversarial and convolutional neural network Vivek Kumar Singh , Hatem A. Rashwan , Santiago Romani , Farhan Akram ... Expert Systems with Applications 139, 112855, 2020 | 224 | 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 | 160 | 2018 |
| Fully automated breast density segmentation and classification using deep learning N Saffari, HA Rashwan, M Abdel-Nasser, V Kumar Singh, M Arenas, ... Diagnostics 10 (11), 988, 2020 | 67 | 2020 |
| 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 | 61 | 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 | 54 | 2020 |
| FCA-Net: Adversarial learning for skin lesion segmentation based on multi-scale features and factorized channel attention VK Singh, M Abdel-Nasser, HA Rashwan, F Akram, N Pandey, A Lalande, ... IEEE Access 7, 130552-130565, 2019 | 53 | 2019 |
| 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 | 48 | 2021 |
| Lunginfseg: Segmenting covid-19 infected regions in lung ct images based on a receptive-field-aware deep learning framework V Kumar Singh, M Abdel-Nasser, N Pandey, D Puig Diagnostics 11 (2), 158, 2021 | 41 | 2021 |
| 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 | 34 | 2018 |
| Predicting breast tumor malignancy using deep ConvNeXt radiomics and quality-based score pooling in ultrasound sequences MA Hassanien, VK Singh, D Puig, M Abdel-Nasser Diagnostics 12 (5), 1053, 2022 | 33 | 2022 |
| 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 | 29 | 2019 |
| Current and emerging trends in medical image segmentation with deep learning PH Conze, G Andrade-Miranda, VK Singh, V Jaouen, D Visvikis IEEE Transactions on Radiation and Plasma Medical Sciences, 2023 | 20 | 2023 |
| Stacked dilated convolutions and asymmetric architecture for U-Net-based medical image segmentation S Wang, VK Singh, E Cheah, X Wang, Q Li, SH Chou, CD Lehman, ... Computers in biology and medicine 148, 105891, 2022 | 18 | 2022 |
| MobileGAN: Skin lesion segmentation using a lightweight generative adversarial network MMK Sarker, HA Rashwan, M Abdel-Nasser, VK Singh, SF Banu, F Akram, ... arXiv, 2019 | 16 | 2019 |
| Prior wavelet knowledge for multi-modal medical image segmentation using a lightweight neural network with attention guided features VK Singh, EY Kalafi, S Wang, A Benjamin, M Asideu, V Kumar, AE Samir Expert Systems with Applications 209, 118166, 2022 | 10 | 2022 |
| Classification of Breast Cancer Molecular Subtypes from Their Micro-Texture in Mammograms Using a VGGNet-Based Convolutional Neural Network. VK Singh, S Romaní, J Torrents-Barrena, F Akram, N Pandey, ... CCIA, 76-85, 2017 | 10 | 2017 |
| 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 | 9 | 2022 |
| Benchmarking automated detection of the retinal external limiting membrane in a 3D spectral domain optical coherence tomography image dataset of full thickness macular holes VK Singh, B Kucukgoz, DC Murphy, X Xiong, DH Steel, B Obara Computers in Biology and Medicine 140, 105070, 2022 | 9 | 2022 |
| Matching tumour candidate points in multiple mammographic views for breast cancer detection M Abdel-Nasser, A Moreno, MA Abdelwahab, A Saleh, S Abdulwahab, ... 2019 International Conference on Innovative Trends in Computer Engineering …, 2019 | 8 | 2019 |
| 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 |
Domenec PuigFull Professor, University Rovira i VirgiliVerifierad e-postadress på urv.cat
