Becker's Spine Review

Study backs standardized MRI reporting for spinal stenosis

A standardized MRI classification system improved the accuracy and consistency of lumbar spinal stenosis grading among radiologists and spine specialists, according to a study published July 4 in ...
GitHub

ResNeXt: Aggregated Residual Transformations for Deep Neural Networks

This repository contains a Torch implementation for the ResNeXt algorithm for image classification. The code is based on fb.resnet.torch. ResNeXt is a simple, highly modularized network architecture ...
IEEE

Hyperspectral Image Classification With Limited Labeled Training Samples Using Enhanced Ensemble Learning and Conditional Random Fields

Abstract: Classification of hyperspectral imagery using few labeled samples is a challenging problem, considering the high dimensionality of hyperspectral imagery. Classifiers trained on limited ...
IEEE

A Hybrid Belief Rule-Based Classification System Based on Uncertain Training Data and Expert Knowledge

Abstract: In some real-world classification applications, such as target recognition, both training data collected by sensors and expert knowledge may be available. These two types of information are ...
GitHub

kentaroy47/vision-transformers-cifar10

This is your go-to playground for training Vision Transformers (ViT) and its related models on CIFAR-10/CIFAR-100, a common benchmark dataset in computer vision. The whole codebase is implemented in ...