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Adversarial Learning with Multiscale Features and Kernel Factorization for Retinal Blood Vessel Segmentation

Jul 05, 2019
Farhan Akram, Vivek Kumar Singh, Hatem A. Rashwan, Mohamed Abdel-Nasser, Md. Mostafa Kamal Sarker, Nidhi Pandey, Domenec Puig

* 9 pages, 4 figures 

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An Efficient Solution for Breast Tumor Segmentation and Classification in Ultrasound Images Using Deep Adversarial Learning

Jul 01, 2019
Vivek Kumar Singh, Hatem A. Rashwan, Mohamed Abdel-Nasser, Md. Mostafa Kamal Sarker, Farhan Akram, Nidhi Pandey, Santiago Romani, Domenec Puig

* 9 pages 

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Breast Tumor Segmentation and Shape Classification in Mammograms using Generative Adversarial and Convolutional Neural Network

Oct 23, 2018
Vivek Kumar Singh, Hatem A. Rashwan, Santiago Romani, Farhan Akram, Nidhi Pandey, Md. Mostafa Kamal Sarker, Adel Saleh, Meritexell Arenas, Miguel Arquez, Domenec Puig, Jordina Torrents-Barrena

* 33 pages, Submitted to Expert Systems with Applications 

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REFUGE CHALLENGE 2018-Task 2:Deep Optic Disc and Cup Segmentation in Fundus Images Using U-Net and Multi-scale Feature Matching Networks

Jul 30, 2018
Vivek Kumar Singh, Hatem A. Rashwan, Adel Saleh, Farhan Akram, Md Mostafa Kamal Sarker, Nidhi Pandey, Saddam Abdulwahab

* EYE REFUGE CHALLENGE 2018, submitted 7 Pages 

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Retinal Optic Disc Segmentation using Conditional Generative Adversarial Network

Jun 11, 2018
Vivek Kumar Singh, Hatem Rashwan, Farhan Akram, Nidhi Pandey, Md. Mostaf Kamal Sarker, Adel Saleh, Saddam Abdulwahab, Najlaa Maaroof, Santiago Romani, Domenec Puig

* 8 pages, Submitted to 21st International Conference of the Catalan Association for Artificial Intelligence (CCIA 2018) 

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Conditional Generative Adversarial and Convolutional Networks for X-ray Breast Mass Segmentation and Shape Classification

Jun 10, 2018
Vivek Kumar Singh, Santiago Romani, Hatem A. Rashwan, Farhan Akram, Nidhi Pandey, Md. Mostafa Kamal Sarker, Jordina Torrents Barrena, Saddam Abdulwahab, Adel Saleh, Miguel Arquez, Meritxell Arenas, Domenec Puig

* 8 pages, Accepted at Medical Image Computing and Computer Assisted Intervention (MICCAI) 2018 

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