Deep learning and artificial intelligence in radiology: Current applications and future directions

Deep-Learning Convolutional Neural Networks Accurately Classify Genetic Mutations in Gliomas

(2018) P. Chang et al.   AMERICAN JOURNAL OF NEURORADIOLOGY

Deep Learning with Convolutional Neural Network for Differentiation of Liver Masses at Dynamic Contrast-enhanced CT: A Preliminary Study

(2018) Koichiro Yasaka et al.   RADIOLOGY

Liver Fibrosis: Deep Convolutional Neural Network for Staging by Using Gadoxetic Acid–enhanced Hepatobiliary Phase MR Images

(2018) Koichiro Yasaka et al.   RADIOLOGY

Deep Learning MR Imaging–based Attenuation Correction for PET/MR Imaging

(2018) Fang Liu et al.   RADIOLOGY

Deep learning-based quantification of abdominal fat on magnetic resonance images

(2018) Andrew T. Grainger et al.   PLoS One

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

(2018) Pranav Rajpurkar et al.   PLOS MEDICINE

Automated detection of moderate and large pneumothorax on frontal chest X-rays using deep convolutional neural networks: A retrospective study

(2018) Andrew G. Taylor et al.   PLOS MEDICINE

Deep-learning-assisted diagnosis for knee magnetic resonance imaging: Development and retrospective validation of MRNet

(2018) Nicholas Bien et al.   PLOS MEDICINE

Deep learning for lung cancer prognostication: A retrospective multi-cohort radiomics study

(2018) Ahmed Hosny et al.   PLOS MEDICINE

Variable generalization performance of a deep learning model to detect pneumonia in chest radiographs: A cross-sectional study

(2018) John R. Zech et al.   PLOS MEDICINE

Deep neural network-based computer-assisted detection of cerebral aneurysms in MR angiography

(2017) Takahiro Nakao et al.   JOURNAL OF MAGNETIC RESONANCE IMAGING

Automated Critical Test Findings Identification and Online Notification System Using Artificial Intelligence in Imaging

(2017) Luciano M. Prevedello et al.   RADIOLOGY