Matsuzawa Hitoshi

マツザワヒトシ | Matsuzawa Hitoshi

Affiliation and department：
Job title：センター長
Other affiliations (1)：

Homepage URL (1)： https://www.kashiwaba-nougeka.or.jp/amcr/

Research field (2)： Neurosurgery , Neuroscience - general

Research keywords (6)：磁気共鳴医学 , 脳神経外科 , 脳神経科学 , Magnetic Resonance Medicine , Neurosurgery , Neuroscience

Research theme for competitive and other funds (12)：

2021 - 2026 Multiple advanced video analysis to elucidate the 'complexity' of microsurgery
2021 - 2024 教師なし深層学習を用いたMR画像の病変検出システムの開発
2017 - 2021 Visualization of epileptogenic foci of MRI non-lesional neocortical epilepsy patients by 7T-MRI
2016 - 2020 Comparison between spinal tract degenerations on three-dimensional anisotropy contrast magnetic resonance axonography and gait functions in patients with compressive cervical myelopathy
2013 - 2017 Development of novel therapy based on functional reorganization in brain tumor patients

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Papers (74)：

Yasuhiro Ito, Taku Sugiyama, Shunsuke Terasaka, Hitoshi Matsuzawa, Kuniaki Harada, Naoki Nakayama, Masaki Ito, Katsuhiko Maruichi, Miki Fujimura. Differences between Acute Embolic and Atherosclerotic Middle Cerebral Artery Occlusion in Multiphase Arterial Spin-labeling Imaging. Neurologia medico-chirurgica. 2024
Taku Sugiyama, Masaki Ito, Hiroyuki Sugimori, Minghui Tang, Toshitaka Nakamura, Katsuhiko Ogasawara, Hitoshi Matsuzawa, Naoki Nakayama, Sanju Lama, Garnette R Sutherland, et al. Tissue Acceleration as a Novel Metric for Surgical Performance During Carotid Endarterectomy. Operative neurosurgery (Hagerstown, Md.). 2023. 25. 4. 343-352
Yuka Nakamura, Miyuki Kurabe, Mami Matsumoto, Tokiharu Sato, Satoshi Miyashita, Kana Hoshina, Yoshinori Kamiya, Kazuki Tainaka, Hitoshi Matsuzawa, Nobuhiko Ohno, et al. Cerebrospinal fluid-contacting neuron tracing reveals structural and functional connectivity for locomotion in the mouse spinal cord. eLife. 2023. 12
Makoto Terumitsu, Akiko Otsuka, Hitoshi Matsuzawa, Masaki Watanabe, Kenji Seo. Model-free cluster analysis for multi-b-value diffusion-weighted imaging of the inferior alveolar nerve. Journal of Oral and Maxillofacial Radiology. 2023. 11. 1. 16-16
M. Natsumeda, H. Matsuzawa, M. Watanabe, K. Motohashi, R. Gabdulkhaev, Y. Tsukamoto, Y. Kanemaru, J. Watanabe, R. Ogura, M. Okada, et al. SWI by 7T MR Imaging for the Microscopic Imaging Diagnosis of Astrocytic and Oligodendroglial Tumors. American Journal of Neuroradiology. 2022

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MISC (46)：

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Books (7)：

磁気共鳴画像学
日本医事新報社 2012 ISBN:4784941991
画像診断の原理と測定法-diffusion MRI-
臨床精神医学講座S10 2000
Principal Eigenvector Imaging: Comparison of deterministic vs. optical methods.
Integrated Human Brain Function, Elsevier, Amsterdam 2000
Lambda chart analysis and eigenvalue imaging.
Integrated Human Brain Function, Elsevier, Amsterdam 2000
Principal Eigenvector Imaging: Comparison of deterministic vs. optical methods.
Integrated Human Brain Function, Elsevier, Amsterdam 2000

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Lectures and oral presentations (27)：

一から知る、AIと医療
(第36回北海道臨床歯科麻酔学会特別講演 2022)
人工知能の臨床応用について -深層学習による画像認識とその問題点-
(2021)
深層学習の臨床応用について -特徴量をどう扱えばよいのか-
(第32回脳機能MR研究会シンポジウム指定演者「脳の画像診断とAIの未来」 2021)
MRI画像における深層学習の臨床応用 -敵対的生成ネットワーク GAN を用いた特徴量の可視化
(第62回日本脳循環代謝学会学術総会シンポジウム指定演者 2019)
人工知能が獲得した特徴量を読む
(第317回新潟大学脳研究所脳神経研究会特別講演 2019)

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Education (2)：

Work history (11)：

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Committee career (1)：

Association Membership(s) (4)：

重粒子医科学センター画像診断研究ネットワーク会議 , 日本脳神経外科学会 , 日本磁気共鳴医学会 , The Japanese Society for Artificial Intelligence

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