Art

J-GLOBAL ID：202202229714389100   Reference number：22A1170245

Prediction of Pulmonary Fibrosis Based on X-Rays by Deep Neural Network

深層ニューラルネットワークによるX線に基づく肺線維症の予測【JST・京大機械翻訳】

Author (5)： Li Da (Dalian University of Technology, Dalian 116024, China) ,  Liu Zhuo (The First Affiliated Hospital of Dalian Medical University, Dalian 116011, China) ,  Luo Lin (The Second Affiliated Hospital of Dalian Medical University, Dalian 116000, China) ,  Tian Siyu (Dalian Medical University, Dalian 116044, China) ,  Zhao Jingyuan (The First Affiliated Hospital of Dalian Medical University, Dalian 116011, China)
Material： Journal of Healthcare Engineering (Web)
Volume： 2022  Page： Null  Publication year： 2022 
JST Material Number： U7772A  ISSN： 2040-2295  Document type： Article
Article type： 原著論文  Country of issue： United Kingdom (GBR)  Language： ENGLISH (EN)

Abstract/Point： As a fatal lung disease, pulmo...

Register(free) or Log In to access     To see more with JDream III (charged).   {{ this.onShowAbsJLink("http://jdream3.com/lp/jglobal/index.html?docNo=22A1170245&from=J-GLOBAL&jstjournalNo=U7772A") }}

Thesaurus term： optimization ,  *neural network(biomodel) ,  *pulmonary fibrosis ,  biopsy ,  irreversibility ,  pulmonary function test ,  lung disease ,  respiratory diagnosis ,  pathogenesis
Semi thesaurus term： 画像分類 ,  肺機能 ,  肺生検 ,  検像 ,  *ディープニューラルネットワーク , 【Automatic Indexing@JST】

JST classification (1)： Respiratory system diagnosis  (GI02000S)

Reference (15)：

• M. K. Glassberg, "Overview of idiopathic pulmonary fibrosis evidence-based guidelines and recent developments in the treatment landscape," American Journal of Managed Care, vol. 25, pp. S195-S203, 2019.
• C. M. Liu, H. R. Cai, "Progress in treatment for idiopathic pulmonary fibrosis," Clinical Medication Journal, vol. 13, no. 3, pp. 1-4, 2015.
• X. Wang, Y. Peng, L. Lu, Z. Lu, M. Bagheri, R. M. Summers, "ChestX-ray8: hospital-scale chest X-ray database and benchmarks on weakly-supervised classification and localization of common thorax diseases," 2017, https://arxiv.org/abs/1705.02315.
• P. Rajpurkar, J. Irvin, K. Zhu, B. Yang, H. Mehta, T. Duan, D. Ding, A. Bagul, C. Langlotz, K. Shpanskaya, M P. Lungren, A. Y. Ng, "CheXNet: radiologist-level pneumonia detection on chest X-rays with deep learning," 2017, https://arxiv.org/abs/1711.05225.
• L. Zhao, T. Yang, J. Zhang, Z. Chen, Y. Yang, Z. Jane Wang, "Co-learning non-negative correlated and uncorrelated features for multi-view data," IEEE Transactions on Neural Networks and Learning Systems, vol. 32, pp. 1486-1496, 2021.

Terms in the title (4)： 深層ニューラルネットワーク ,  X線 ,  肺線維症 ,  予測