Suyari Hiroki

スヤリヒロキ | Suyari Hiroki

Affiliation and department：
Job title： Chiba University
Homepage URL (1)： https://sites.google.com/view/hirokisuyari/

Research field (1)： Information theory

Research keywords (3)：エントロピー , complex systems , information theory

Research theme for competitive and other funds (19)：

2021 - 2024 異常統計における極限定理とそのモデリングならびに情報源符号化への応用
2020 - 2023 An Development of automated short-answer scoring system based on deep learning without using supervised scoring data
2017 - 2020 Elucidation of information structures in anomalous statistics and its applications
2013 - 2016 Elucidation of information structure behind complex systems using continued fraction and scale invariant generalized exponential function
2010 - 2012 New developments of source coding by means of generalized exponentials with scale invariance.

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Papers (58)：

Manami Takahashi, Reika Kosuda, Hiroyuki Takaoka, Hajime Yokota, Yasukuni Mori, Joji Ota, Takuro Horikoshi, Yasuhiko Tachibana, Hideki Kitahara, Masafumi Sugawara, et al. Deep learning-based coronary computed tomography analysis to predict functionally significant coronary artery stenosis. Heart and vessels. 2023. 38. 11. 1318-1328
Ryusuke Hirai, Shinichiro Mori, Hiroki Suyari, Hiroshi Tsuji, Hitoshi Ishikawa. Optimizing 3DCT image registration for interfractional changes in carbon-ion prostate radiotherapy. Scientific Reports. 2023. 13. 1
Toshio Kumakiri, Shinichiro Mori, Yasukuni Mori, Ryusuke Hirai, Ayato Hashimoto, Yasuhiko Tachibana, Hiroki Suyari, Hitoshi Ishikawa. Real-time deep neural network-based automatic bowel gas segmentation on X-ray images for particle beam treatment. Physical and Engineering Sciences in Medicine. 2023
Katsuya Kosukegawa, Yasukuni Mori, Hiroki Suyari, Kazuhiko Kawamoto. Spatiotemporal forecasting of vertical track alignment with exogenous factors. Scientific Reports. 2023. 13. 1. 2354-2354
Yuki Terasaki, Hajime Yokota, Kohei Tashiro, Takuma Maejima, Takashi Takeuchi, Ryuna Kurosawa, Shoma Yamauchi, Akiyo Takada, Hiroki Mukai, Kenji Ohira, et al. Multidimensional Deep Learning Reduces False-Positives in the Automated Detection of Cerebral Aneurysms on Time-Of-Flight Magnetic Resonance Angiography: A Multi-Center Study. Frontiers in Neurology. 2022. 12. 742126-742126

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MISC (78)：

KOSUKEGAWA Katsuya, KAWAMOTO Kazuhiko, MORI Yasukuni, SUYARI Hiroki. Spatio-temporal forecasting for railway track degradation detection with exogenous data. Proceedings of the Annual Conference of JSAI. 2022. JSAI2022. 4Yin224-4Yin224
田代弘平, 寺崎優希, 横田元, 太田丞二, 堀越琢郎, 森康久仁, 須鎗弘樹. False Positive Reduction Using Vascular Structure and Location Information for Cerebral Aneurysm Detection Model on MR Angiography. 人工知能学会全国大会論文集(Web). 2020. 34th
小須田玲花, 小名木佑来, 太田丞二, 高橋愛, 高岡浩之, 堀越琢郎, 横田元, 森康久仁, 須鎗弘樹. Classification of Functionally Significant Coronary Artery Stenosis using LSTM. 人工知能学会全国大会論文集(Web). 2020. 34th
唐啓超, ヤン・テイショウ, 吉村裕一郎, 長谷川豊, 森康久仁, 須鎗弘樹, 並木隆雄, 中口俊哉. 舌診断支援システムの自動化に向けた舌検出と領域抽出の検討. 日本医用画像工学会大会予稿集. 2019. 38回. 34-34
唐啓超, ヤン・テイショウ, 吉村裕一郎, 森康久仁, 須鎗弘樹, 並木隆雄, 中口俊哉. 舌診断支援システムの自動化に向けた舌検出と領域抽出の検討. 日本医用画像工学会大会予稿集. 2019. 38回. 136-142

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Books (1)：

Professional career (3)：

Work history (3)：

Association Membership(s) (4)：

情報理論とその応用学会 , IEEE , 日本物理学会 , 電子情報通信学会

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