The effect of batch size on the generalizability of the convolutional neural networks on a histopathology dataset

by Ibrahem Kandel, Mauro Castelli
Published 2020-12-01

A Novel Architecture to Classify Histopathology Images Using Convolutional Neural Networks

by Ibrahem Kandel, Mauro Castelli
Published 2020-04-01

Transfer Learning with Convolutional Neural Networks for Diabetic Retinopathy Image Classification. A Review

by Ibrahem Kandel, Mauro Castelli
Published 2020-03-01

How Deeply to Fine-Tune a Convolutional Neural Network: A Case Study Using a Histopathology Dataset

by Ibrahem Kandel, Mauro Castelli
Published 2020-05-01

Musculoskeletal Images Classification for Detection of Fractures Using Transfer Learning

by Ibrahem Kandel, Mauro Castelli, Aleš Popovič
Published 2020-11-01

Comparative Study of First Order Optimizers for Image Classification Using Convolutional Neural Networks on Histopathology Images

by Ibrahem Kandel, Mauro Castelli, Aleš Popovič
Published 2020-09-01

Comparing Stacking Ensemble Techniques to Improve Musculoskeletal Fracture Image Classification

by Ibrahem Kandel, Mauro Castelli, Aleš Popovič
Published 2021-06-01