| 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 | 269 | 2020 |
| SLSDeep: Skin Lesion Segmentation Based on Dilated Residual and Pyramid Pooling Networks MMK Sarker, HA Rashwan, F Akram, S Furruka Banu, A Saleh, VK Singh, ... Medical Image Computing and Computer Assisted Intervention (MICCAI 2018), 21-29, 2018 | 178 | 2018 |
| Fence GAN: Towards better anomaly detection PC Ngo, AA Winarto, CKL Kou, S Park, F Akram, HK Lee 2019 IEEE 31St International Conference on tools with artificial …, 2019 | 118 | 2019 |
| 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 | 70 | 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 …, 2018 | 69 | 2018 |
| 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 | 66 | 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 | 57 | 2021 |
| Active contours driven by local and global fitted image models for image segmentation robust to intensity inhomogeneity F Akram, MA Garcia, D Puig PloS one 12 (4), e0174813, 2017 | 57 | 2017 |
| Segmentation of left and right ventricles in cardiac MRI using active contours S Soomro, F Akram, A Munir, CH Lee, KN Choi Computational and mathematical methods in medicine 2017 (1), 8350680, 2017 | 48 | 2017 |
| 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 | 40 | 2019 |
| Automated grading of acne vulgaris by deep learning with convolutional neural networks ZV Lim, F Akram, CP Ngo, AA Winarto, WQ Lee, K Liang, HH Oon, ... Skin Research and Technology 26 (2), 187-192, 2020 | 38 | 2020 |
| Retinal Optic Disc Segmentation Using Conditional Generative Adversarial Network VK Singh, HA Rashwan, F Akram, N Pandey, MMK Sarker, A Saleh, ... Frontiers in Artificial Intelligence and Applications, vol. 308, 2018, 373--380, 2018 | 37 | 2018 |
| Segmentation of regions of interest using active contours with SPF function F Akram, JH Kim, CG Lee, KN Choi Computational and Mathematical Methods in Medicine 2015 (1), 710326, 2015 | 36 | 2015 |
| Segmentation of intensity inhomogeneous brain MR images using active contours F Akram, JH Kim, HU Lim, KN Choi Computational and Mathematical Methods in Medicine 2014 (1), 194614, 2014 | 33 | 2014 |
| Active contours driven by difference of Gaussians F Akram, MA Garcia, D Puig Scientific Reports 7 (14984), 1-15, 2017 | 25 | 2017 |
| Active Contours Using Additive Local and Global Intensity Fitting Models for Intensity Inhomogeneous Image Segmentation S Soomro, F Akram, JH Kim, TA Soomro, KN Choi Computational and mathematical methods in medicine 2016, 15, 2016 | 25 | 2016 |
| Exploring MRI based radiomics analysis of intratumoral spatial heterogeneity in locally advanced nasopharyngeal carcinoma treated with intensity modulated radiotherapy F Akram, PE Koh, F Wang, S Zhou, SH Tan, M Paknezhad, S Park, ... PLoS One 15 (10), e0240043, 2020 | 22 | 2020 |
| Active contour model with adaptive weighted function for robust image segmentation under biased conditions A Joshi, MS Khan, A Niaz, F Akram, HC Song, KN Choi Expert Systems with Applications 175, 114811, 2021 | 20 | 2021 |
| 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 | 19 | 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 preprint arXiv:1907.00856, 2019 | 18 | 2019 |
Domenec PuigFull Professor, University Rovira i VirgiliPotvrđena adresa e-pošte na urv.cat