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J-GLOBAL ID：201101011064453198 Update date: Mar. 20, 2025

Fujita Yusuke

Research field (2)： Perceptual information processing , Intelligent informatics

Research keywords (2)： Image Processing , Pattern Recognition

Research theme for competitive and other funds (13)：

2023 - 2026 Development of a treatment strategy for depressive disorders based on frontal lobe neurofeedback with flow experience
2022 - 2025 Development of a deep Learning method for easy annotation of crack segmentation
2020 - 2023 development of a neurofeedback methd for depression by recovering cognitive and emotional dysfunction
2019 - 2022 MSI related predictive biomarkers of response to immune checkpoint inhibitors for patients with metastatic urological cancers
2018 - 2021 Automatic crack detection from pavements using deep neural networks with small data set

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Papers (88)：

Kazuma Nakata, Yusuke Fujita, Yoshihiro Mitani, Yoshihiko Hamamoto, Makoto Segawa, Shuji Terai. ROI Selection to Improve Prediction Performance of CNN for Cirrhosis Detection Using Ultrasound Images. 2024 IEEE 13th Global Conference on Consumer Electronics (GCCE). 2024. 636-640
Tomoki Hayashi, Yusuke Fujita. Anomaly detection models for automatic crack detection and segmentation. 2024. 5. 3. 382-393
Kazuma Nakata, Yusuke Fujita, Yoshihiro Mitani, Yoshihiko Hamamoto, Makoto Segawa, Shuji Terai, Isao Sakaida. Automatic ROI Selection with Reliability Evaluation Method for Cirrhosis Detection Using Ultrasound Images. IEEJ Transactions on Electrical and Electronic Engineering. 2024. 19. 7. 1234-1244
Yusuke Fujita, Yoshihiro Mitani, Yoshihiko Hamamoto. Ultrasound Image Analysis for Diagnosis of Liver Cirrhosis. The Journal of Reliability Engineering Association of Japan. 2023. 45. 6. 312-319
Tatsuya Shirane, Yuuki Tasaka, Yusuke Fujita. An efficient construction method of accurate crack detection model using SimCLR. Artificial Intelligence and Data Science. 2023. 4. 3. 733-740

MISC (31)：

深層学習を用いたコンクリート構造物のひび割れ自動抽出. 2021. 32. 7. 8-13
Yusuke Fujita. コンクリート構造物の外観検査のための画像合成および半自動ひび割れ評価. 2020. 70. 4. 14-17
山本義明, 井上亮, 矢野誠司, 平田寛, 松本洋明, 恒富亮一, 藤田悠介, 大鳥徹, 松山豪泰. Pharmacogenetics-based AUC model can determine the optimal initial axitinib dose for more precise treatment of individuals with advanced renal cell carcinoma. 日本泌尿器科学会総会(Web). 2020. 108th
Yusuke Fujita. 深層学習を用いたインフラの外観検査のためのひび割れ自動検出. 2019. 30. 12. 11-14
Yoshiaki Yamamoto, Ryouichi Tsunedomi, Yusuke Fujita, Hiroaki Matsumoto, Yoshihiko Hamamoto, Shoichi Hazama, Hiroaki Nagano, Hideyasu Matsuyama. Pharmacogenetics-based AUC prediction model may determine the optimal initial dose of axitinib in renal cell carcinoma. CANCER SCIENCE. 2018. 109. 984-984

Patents (11)：

撮像装置と撮像プログラムと画像判定装置と画像判定プログラムと画像処理システム
METHOD FOR DETERMINING PHARMACOKINETICS OF AXITINIB AND METHOD FOR PREDICTING THERAPEUTIC EFFECT OF AXITINIB BASED ON PHARMACOKINETICS OF AXITINIB
情報処理装置と情報処理方法と情報処理プログラム
自動車車体の表面検査装置および表面検査方法
欠陥検査方法および欠陥検査装置

Lectures and oral presentations (77)：

深層学習を用いた舌画像診断支援システムの提案
(情報処理学会第87回全国大会 2025)
舌画像診断におけるMulti-Task Learningを用いた色分類の高精度化
(動的画像処理実利用化ワークショップ2025(DIA2025) 2025)
SimCLRとMixMatchによるひび割れ検出モデル構築の省力化
(動的画像処理実利用化ワークショップ2025(DIA2025) 2025)
Convolutional Block Attention ModuleとScore-CAMを用いたひび割れ自動抽出
(動的画像処理実利用化ワークショップ2025(DIA2025) 2025)
Multiple Instance Learningを用いたひび割れ自動検出のためのインスタンス生成法
(第26回IEEE広島支部学生シンポジウム(HISS26th) 2024)

Education (2)：

- 2008 Yamaguchi University Graduate School of Science and Engineering System Engineering
- 2003 Yamaguchi University Faculty of Engineering Computer Science and System Engineering

Professional career (3)：

Work history (5)：

2016/04 - 現在 Yamaguchi University
2013/10 - 2016/03 Yamaguchi University of Medicine, Graduate School
2011/10 - 2013/09 Yamaguchi University of Medicine, Graduate School
2010/04 - 2011/09 YAMAGUCHI UNIVERSITY Graduate School of Science and Engineering(Engineering) Assistant Professor
2008/04 - 2010/03 Yamaguchi University of Medicine, Graduate School

Committee career (2)：

Awards (4)：

2024/09 - IEEJ Electronics, Information and Systems Society Quick Paper Review Promotion Award
2019/09 - 土木情報学論文賞 Image mosaicking and semi-automatic crack evaluation for visual inspection of concrete structures
2012/06 - 公益社団法人土木学会土木学会論文奨励賞画像処理によるコンクリート構造物の高精度なひび割れ自動抽出
2010/09 - 日本超音波医学会日本超音波医学会第46回中国地方会学術集会優秀演題賞統計的パターン認識による超音波肝硬変診断支援システムの開発

Association Membership(s) (3)：

土木学会 , 電気学会 , 電子情報通信学会

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