Computational Pathology Image Analysis Based on Nuclear Characteristics

• Material Type: 博士論文
• Title: Computational Pathology Image Analysis Based on Nuclear Characteristics
• Author/Editor: Boonsiri, Oranit
• Author Heading: Boonsiri, Oranit
• Publication Date: 2016-06
• Publication Date (W3CDTF): 2016-06
• Degree grantor/type: 東京工業大学
• Date Granted: 2016-06-30
• Date Granted (W3CDTF): 2016-06-30
• Dissertation Number: 甲第10273号
• Degree Type: 博士(工学)
• Conferring No. (Dissertation): 甲第10273号
• Text Language Code: eng
• Subject Heading: histopathology image; computer aided diagnosis system; feature extraction
• Target Audience: 一般
• Note (General): Cancer is a significant health problems around the world. Pathology is a microscopic study of tissue structure to examine disease. The nuclear properties have significant representation for cancer diagnosis. Except traditional color image, this study investigate multispectral images and 3D images to analyze cancer. These imaging systems may provide more information than traditional color image and obtain an additional option to pathologists. The objective of this study is to implement a computational method to describe nuclear characteristics of pathology images and classify cancer in hepatocellular carcinoma and thyroid follicular lesion. The system mainly contains two parts. First, nuclei segmentation is performed based on pixel-based classification. Lastly, Bag-of-visual-word model and random forest classifier are investigated in classification step.; identifier:oai:t2r2.star.titech.ac.jp:50310575
• Persistent ID (NDL): info:ndljp/pid/10299189; https://dl.ndl.go.jp/pid/10299189
• Collection: 障害者向け資料
• Collection (Materials For Handicapped People:1): テキストデータ
• Collection (particular): 国立国会図書館デジタルコレクション > デジタル化資料 > 博士論文; https://dl.ndl.go.jp/collections/A00014
• Acquisition Basis: 博士論文（自動収集）
• Date Accepted (W3CDTF): 2017-02-09T20:08:30+09:00
• Date Created (W3CDTF): 2016-06-10
• Format (IMT): application/pdf
• Access Restrictions: 国立国会図書館内限定公開
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• Periodical Title (URI): http://t2r2.star.titech.ac.jp/cgi-bin/publicationinfo.cgi?q_publication_content_number=CTT100708142
• Data Provider (Database): 国立国会図書館 : 国立国会図書館デジタルコレクション; https://dl.ndl.go.jp

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2021-05-17 再収集