1 code implementation • 1 Nov 2020 • Taimur Hassan, Bilal Hassan, Ayman El-Baz, Naoufel Werghi
Prostate cancer (PCa) is the second deadliest form of cancer in males, and it can be clinically graded by examining the structural representations of Gleason tissues.
no code implementations • Computer Methods and Programs in Biomedicine 2019 • Md. Maniruzzaman, Md. Jahanur Rahman, Benojir Ahammed, Md. Menhazul Abedin, Harman S. Suri, Mainak Biswas, Ayman El-Baz, Petros Bangeas, Georgios Tsoulfas, Jasjit S. Suri
This study presents an exhaustive comparative study of different machine learning (ML) systems which serves two major purposes: (a) identification of high risk differential genes using statistical tests and (b) development of a ML strategy for predicting cancer genes.
1 code implementation • 2 Jul 2016 • Ehsan Hosseini-Asl, Georgy Gimel'farb, Ayman El-Baz
The 3D-CNN is built upon a 3D convolutional autoencoder, which is pre-trained to capture anatomical shape variations in structural brain MRI scans.
1 code implementation • 2 Jul 2016 • Ehsan Hosseini-Asl, Robert Keynto, Ayman El-Baz
The 3D-CNN is built upon a 3D convolutional autoencoder, which is pre-trained to capture anatomical shape variations in structural brain MRI scans.