What Does Deep Learning See? Insights From a Classifier Trained to Predict Contrast Enhancement Phase From CT Images-Reference-Cited by-同舟云学术

What Does Deep Learning See? Insights From a Classifier Trained to Predict Contrast Enhancement Phase From CT Images

Published:2018-12 Issue:6 Volume:211 Page:1184-1193
ISSN:0361-803X
Container-title:American Journal of Roentgenology
language:en
Short-container-title:American Journal of Roentgenology

Author:

Philbrick Kenneth A.¹,Yoshida Kotaro¹,Inoue Dai¹,Akkus Zeynettin¹,Kline Timothy L.¹,Weston Alexander D.¹,Korfiatis Panagiotis¹,Takahashi Naoki¹,Erickson Bradley J.¹

Affiliation:

1. Department of Radiology, Radiology Informatics Laboratory, Mayo Clinic, 3507 17th Ave NW, Rochester, MN 55901.

Publisher

American Roentgen Ray Society

Subject

Radiology, Nuclear Medicine and imaging,General Medicine

Link

https://www.ajronline.org/doi/pdf/10.2214/AJR.18.20331

Reference21 articles.

1. Predicting Deletion of Chromosomal Arms 1p/19q in Low-Grade Gliomas from MR Images Using Machine Intelligence

2. Performance of an Artificial Multi-observer Deep Neural Network for Fully Automated Segmentation of Polycystic Kidneys

3. Residual Deep Convolutional Neural Network Predicts MGMT Methylation Status

4. Backpropagation Applied to Handwritten Zip Code Recognition

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