Attention-based full slice brain CT image diagnosis with explanations

Global, regional, and national burden of stroke, 1990–2016: a systematic analysis for the Global Burden of Disease Study 2016

(2019) Catherine Owens Johnson et al.   LANCET NEUROLOGY

Attention to Lesion: Lesion-Aware Convolutional Neural Network for Retinal Optical Coherence Tomography Image Classification

(2019) Leyuan Fang et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Identifying Medical Diagnoses and Treatable Diseases by Image-Based Deep Learning

(2018) Daniel S. Kermany et al.   CELL

Deep learning algorithms for detection of critical findings in head CT scans: a retrospective study

(2018) Sasank Chilamkurthy et al.   LANCET

Deep learning for chest radiograph diagnosis: A retrospective comparison of the CheXNeXt algorithm to practicing radiologists

(2018) Pranav Rajpurkar et al.   PLOS MEDICINE

An explainable deep-learning algorithm for the detection of acute intracranial haemorrhage from small datasets

(2018) Hyunkwang Lee et al.   Nature Biomedical Engineering

Video Captioning With Attention-Based LSTM and Semantic Consistency

(2017) Lianli Gao et al.   IEEE TRANSACTIONS ON MULTIMEDIA

Dermatologist-level classification of skin cancer with deep neural networks

(2017) Andre Esteva et al.   NATURE

Deep multi-scale location-aware 3D convolutional neural networks for automated detection of lacunes of presumed vascular origin

(2017) Mohsen Ghafoorian et al.   NeuroImage-Clinical

Automated classification of brain images using wavelet-energy and biogeography-based optimization

(2015) Gelan Yang et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Classification of MRI brain images using combined wavelet entropy based spider web plots and probabilistic neural network

(2013) M. Saritha et al.   PATTERN RECOGNITION LETTERS

A hybrid method for MRI brain image classification

(2011) Yudong Zhang et al.   EXPERT SYSTEMS WITH APPLICATIONS