Detection and Classification of Myocardial Delayed Enhancement Patterns on MR Images with Deep Neural Networks: A Feasibility Study.
Yasutoshi OhtaHiroto YunagaShinichiro KitaoTetsuya FukudaToshihide OgawaPublished in: Radiology. Artificial intelligence (2019)
Deep learning with CNNs using a limited amount of training data, less than that required during physician training, achieved high diagnostic performance in the detection of MDE on MR images.© RSNA, 2019Supplemental material is available for this article.
Keyphrases
- deep learning
- neural network
- convolutional neural network
- artificial intelligence
- loop mediated isothermal amplification
- machine learning
- primary care
- real time pcr
- label free
- magnetic resonance
- virtual reality
- contrast enhanced
- emergency department
- left ventricular
- optical coherence tomography
- magnetic resonance imaging
- electronic health record
- heart failure
- computed tomography