Search Results for author: Ayman El-Baz

Found 4 papers, 3 papers with code

A Dilated Residual Hierarchically Fashioned Segmentation Framework for Extracting Gleason Tissues and Grading Prostate Cancer from Whole Slide Images

1 code implementation1 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.

Scene Parsing Semantic Segmentation +1

Statistical characterization and classification of colon microarray gene expression data using multiple machine learning paradigms

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.

BIG-bench Machine Learning General Classification

Alzheimer's Disease Diagnostics by Adaptation of 3D Convolutional Network

1 code implementation2 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.

General Classification Hippocampus +1

Alzheimer's Disease Diagnostics by a Deeply Supervised Adaptable 3D Convolutional Network

1 code implementation2 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.

General Classification Hippocampus +1

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