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Farhan Akram
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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
2222020
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
1592018
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
1062019
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
612018
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
552017
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
542020
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
522019
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
462021
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
432017
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
362015
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
342018
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
322014
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
292019
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
272020
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
232016
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
192020
Active contours driven by difference of Gaussians
F Akram, MA Garcia, D Puig
Scientific Reports 7 (14984), 1-15, 2017
192017
Multipass active contours for an adaptive contour map
J Kim, BY Park, F Akram, BW Hong, KN Choi
Sensors 13 (3), 3724-3738, 2013
182013
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
162019
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
152021
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