|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
|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
|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
|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, 2014
|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
|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, 2015
|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, 2017
|Multipass active contours for an adaptive contour map|
J Kim, BY Park, F Akram, BW Hong, KN Choi
Sensors 13 (3), 3724-3738, 2013
|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
|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
|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
|Active contours driven by difference of Gaussians|
F Akram, MA Garcia, D Puig
Scientific Reports 7 (14984), 1-15, 2017
|Active contour method with locally computed signed pressure force function: an application to brain MR image segmentation|
F Akram, JH Kim, KN Choi
2013 Seventh International Conference on Image and Graphics, 154-159, 2013
|A preprocessing algorithm for the CAD system of mammograms using the active contour method|
F Akram, JH Kim, I Whoang, KN Choi
Applied Medical Informatics 32 (2), 1-13, 2013
|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
|Image denoising feedback framework using split Bregman approach|
JH Kim, F Akram, KN Choi
Expert Systems with Applications 87, 252-266, 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
|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
|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 2017, 76-85, 2017
|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