Muramatsu Chisako

Affiliation and department：

Research field (3)： Quantum beam science , Radiology , Medical systems

Research keywords (4)： Medical Image Processing , Image retrieval , Computer-aided diagnosis , Medical Image Analysis

Research theme for competitive and other funds (6)：

2020 - 2023 個別化医療を目指した乳腺画像のラジオミクス解析
2019 - 2022 Preliminary profiling of patient's dental status based on panoramic radiograph images
2019 - 2022 Basic research on the construction of a database of diversity lung nodules and the development of a self-learning diagnostic imaging support system
2017 - 2020 Investigation of multimodality diagnosis assistant system for breast cancer
2014 - 2017 Mammogram and ultrasound cooperative system for computer-aided diagnosis of breast imaging

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Papers (182)：

Chisako Muramatsu, Mikinao Oiwa, Tomonori Kawasaki, Rieko Nishimura, Hiroshi Fujita. Intrinsic subtype classification of breast cancers on mammograms using local selective patches. Medical Imaging 2024: Computer-Aided Diagnosis. 2024
Chisako Muramatsu, Koki Sakai, Yuta Seino, Ryo Takahashi, Tatsuro Hayashi, Wataru Nishiyama, Xiangrong Zhou, Takeshi Hara, Akitoshi Katsumata, Hiroshi Fujita. Recognition of tooth numbers and conditions on dental panoramic radiographs for assisting dental chart filing. Medical Imaging 2023: Computer-Aided Diagnosis. 2023
Chisako Muramatsu, Takumi Iwasaki, Mikinao Oiwa, Tomonori Kawasaki, Hiroshi Fujita. Classification of intrinsic subtypes and histological grade for breast cancers by multimodality images. 16th International Workshop on Breast Imaging (IWBI2022). 2022
Takumi Morishita, Chisako Muramatsu, Yuta Seino, Ryo Takahashi, Tatsuro Hayashi, Wataru Nishiyama, Xiangrong Zhou, Takeshi Hara, Akitoshi Katsumata, Hiroshi Fujita. Tooth recognition of 32 tooth types by branched single shot multibox detector and integration processing in panoramic radiographs. Journal of Medical Imaging. 2022. 9. 3. 034503-034503
Takumi Morishita, Chisako Muramatsu, Yuta Seino, Ryo Takahashi, Tatsuro Hayashi, Wataru Nishiyama, Xiangrong Zhou, Takeshi Hara, Akitoshi Katsumata, Hiroshi Fujita. Detection and classification of 32 tooth types in dental panoramic radiographs using single CNN model and post-processing. International Workshop on Advanced Imaging Technology (IWAIT) 2022. 2022. 121771T

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MISC (117)：

酒井康希, 村松千左子, 清野雄多, 高橋龍, 林達郎, 西山航, ZHOU Xiangrong, 原武史, 勝又明敏, 藤田広志. Recognition of Tooth Types in Dental Panoramic Radiographs Containing Deciduous Teeth Using CNN-based Object Detection. 電子情報通信学会技術研究報告(Web). 2024. 123. 411(MI2023 30-89)
家森正志, 遠山育夫, 藤田廣志, 勝又明敏, 村松千左子. Accuracy of osteoporosis screening by dental x-ray osteoporosis screening by panoramic x-ray: Comparison of lumbar spine and femoral neck bone density by dual-energy x-ray absorptiometry. 大阪ガスグループ福祉財団調査・研究報告集. 2023. 36
村松千左子, 大岩幹直, 川崎朋範, 藤田広志. Subtype classification using mammography and breast ultrasound images. 超音波医学 Supplement. 2022. 49
村松千左子, 西尾瑞穂, 八上全弘, 久保武, 大岩幹直, 藤田広志. Investigation of post implementation training for medical image reading support systems. 電子情報通信学会技術研究報告(Web). 2022. 121. 347(MI2021 42-89)
森下拓水, 村松千左子, 清野雄多, 周向栄, 高橋龍, 林達郎, 西山航, 原武史, 有地淑子, 有地榮一郎, et al. 歯科パノラマX線画像における分岐を含むSSDとヒューリスティクスによる歯列の認識手法. 日本医用画像工学会大会予稿集. 2021. 40回. 162-165

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Books (14)：

超音波画像AI診断
オーム社 2021 ISBN:9784274225765
2021-2022年度版医用画像のためのディープラーニング実践編
オーム社 2020 ISBN:9784274226397
2020-2021年版はじめての医用画像ディープラーニング
オーム社 2020 ISBN:9784274225444
Deep Learning in Medical Image Analysis: Challenges and Applications
Springer 2020
医用画像のためのディープラーニング実践編
オーム社 2019 ISBN:9784274223631

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Education (2)：

2001 - 2008 The University of Chicago Division of Biological Sciences Committee on Medical Physics
1997 - 2001 Kanazawa University

Professional career (1)：

PhD (The University of Chicago)

Work history (2)：

2019/04 - 現在 Shiga University Faculty of Data Science
- 2019/03 Gifu University Faculty of Engineering Visiting Associate Professor

Committee career (5)：

2022/06 - 現在 International Workshop on Breast Imaging Committee member
2021/04 - 現在 SPIE Medical Imaging Committee member
2020/04 - 現在 RPT Editorial Board Member
2019/04 - 現在日本放射線技術学会編集委員
2015 - 現在医用画像情報学会編集委員

Awards (12)：

2021/04 - 日本放射線技術学会・日本医学物理学会優秀査読者賞
2019/07 - 日本医用画像工学会田中栄一記念賞畳み込みニューラルネットワークを用いた眼底画像における毛細血管瘤の自動検出
2019/01 - International Forum on Medical Imaging in Asia Best Paper Award
2017/02 - SPIE Medical Imaging Honorable Mention Poster Award
2016/02 - SPIE Medical Imaging Honorable Mention Poster Award

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