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J-GLOBAL ID：202002229329679379   Reference number：20A1071161

Deep Radiomicsによる胸部CT画像からのドライバー遺伝子情報変異の検出

Author (5)： KICHIFUKU YUTA (九州工大) ,  TERAZAWA GAKU (産業医大) ,  KUGA SUIBIN (九州工大) ,  KIN KYOSHO (九州工大) ,  AOKI TAKATOSHI (産業医大)
Material： 電子情報通信学会技術研究報告  (IEICE Technical Report (Institute of Electronics, Information and Communication Engineers))
Volume： 119  Issue： 454(IMQ2019 13-68)  Page： 35-39  Publication year： Feb. 27, 2020 
JST Material Number： S0532B  ISSN： 0913-5685  Document type： Proceedings
Article type： 原著論文  Country of issue： Japan (JPN)  Language： JAPANESE (JA)

Thesaurus term： Machine Learning ,...
Semi thesaurus term： *genetic variation ,...

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JST classification (4)： Respiratory system diagnosis  (GI02000S) ,  Artificial intelligence  (JE08000Z) ,  Neurocomputers  (JC06010Q) ,  Pattern recognition  (JE07000S)

Reference (16)：

• K National Cancer Center in Japan, ′′Nihon no Saisin Gan Toukei Matome′′ (Lung Cancer Statistics), https://ganjoho.jp/reg_stat/statistics/stat/summary.html (2019/10/25 access)(Japanese).
• GA Silvestri, AV Gonzalez. et al., ′′Methods for Staging Non-small Cell Lung Cancer: Diagnosis and Management of Lung Cancer, 3rd ed: American College of Chest Physicians Evidence-Based Clinical Practice Guidelines′′, CHEST, 143(5): e211S-e250S, 2013.
• Japan Lung Cancer Society, ′′Haigan Kanja ni okeru EGFR idensiheni no tebiki′′ (EGFR mutation report), https://www.haigan.gr.jp/modules/guideline/index.php?content_id=7 (2018/12/30 access)(Japanese).
• Kunio Doi, ′′Computer-Aided Diagnosis in Medical Imaging: Historical Review, Current Status and Future Potential′′, Comput. Med. Imaging Graph, Vol.31, pp.198-211, 2007.
• Li Q., Nishikawa R., ′′Computer-aided detection and diagnosis in medical imaging′′, CRC press, 2015.

Terms in the title (5)： Radiomics ,  胸部CT画像 ,  ドライバー ,  遺伝子情報 ,  変異