An enhanced deep learning approach for brain cancer MRI images classification using residual networks

A survey on Image Data Augmentation for Deep Learning

Connor Shorten, Taghi M. Khoshgoftaar · Journal Of Big Data · 2019 · 11.6K citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +16

Data augmentation for improving deep learning in image classification problem

Agnieszka Mikołajczyk, Michał Grochowski · 2018 · 1.6K citations

Data Augmentation, Deep Neural Networks, Image Analysis +15

The Balanced Accuracy and Its Posterior Distribution

Kay H. Brodersen, Cheng Soon Ong, Klaas Ε. Stephan et al. · 2010 · 1.6K citations

Bayesian Statistic, Engineering, Machine Learning +18

An Introduction to Convolutional Neural Networks

Keiron O’Shea, Ryan Nash · arXiv (Cornell University) · 2015 · 951 citations · Full text

Artificial Intelligence, Image Classification, Convolutional Neural Network +13

Enhanced Performance of Brain Tumor Classification via Tumor Region Augmentation and Partition

Jun Cheng, Wei Huang, Shuangliang Cao et al. · PLoS ONE · 2015 · 784 citations · Full text

Image Dilation, Engineering, Pathology +22