Degree

• Ph.D（The University of Electro-Communications 2024-09）

Research History

Education

Awards

• Finalists for the Best Conference Paper Award of IEEE UR 2025（2025-06）
• Finalists for the Best Application Paper Award of IEEE UR 2025（2025-06）

Others

Papers

• TF2AngleNet: Continuous finger joint angle estimation based on multidimensional time–frequency features of sEMG signals（2025-09） [DOI]
• 3D Reconstruction of the Kidney and Lesions from 2D Ultrasound Images Using Robotic Ultrasound Diagnostic System（2025-07-14）
• A Framework for 3D Ultrasound Reconstruction Using Robotic Ultrasound Diagnostic System（2025-06-30） [DOI] [Othres link]
• Deep learning-based image registration method for RFA treatment efficacy evaluation without magnetic sensors（2025-06-20）
• Inferior Vena Cava Diameter Measurement System Using Ultrasound and Deep Learning（2025-06-19）
• Automated MRI-TRUS fusion imaging using the prostate edge（2025-06-19）
• Binary Classification of Liver Sides Roughness in Ultrasound Images Using Transformer and CNN Models with StyleGAN3 Data Augmentation（2025-06-18）
• 超音波診断ロボットによる下大静脈径の自動計測システム（2025-05）
• 深層学習を活用した肝静脈血管壁の不整の有無の分類（2025-05）
• 肝腫瘍RFA 治療効果判定における深層学習を用いた新規画像位置合わせ手法（2025-05）
• Intra- and inter-channel deep convolutional neural network with dynamic label smoothing for multichannel biosignal analysis（2025-03） [DOI]
• Postural Synergy Analysis of Continuous Hand Movements for Application to Prosthetic Hands（2024-10-26） [DOI] [Othres link]
• Analysis of Typical Features Using an Angle-to-sEMG Decoder Model（2024-10-26） [DOI] [Othres link]
• Dynamic Label Smoothing Strategy for Biosignal Classification（2024-04-14） [DOI] [Othres link]
• A Strain Gauge Based FMG Sensor for sEMG-FMG Dual Modal Measurement of Muscle Activity Associated with Hand Gestures（2023-10-10） [DOI] [Othres link]
• A Layered sEMG–FMG Hybrid Sensor for Hand Motion Recognition From Forearm Muscle Activities（2023-10） [DOI] [Othres link]
• Conditional Generative Adversarial Network-based Finger Position Estimation for Controlling Multi-Degrees-of-Freedom Myoelectric Prosthetic Hands（2023-03-24） [DOI] [Othres link]
• An improved multi-input deep convolutional neural network for automatic emotion recognition（2022-10-04） [DOI] [Othres link]
• Neural activities classification of left and right finger gestures during motor execution and motor imagery（2020-07-02） [DOI] [Othres link]

Misc

Presentations

• 回帰的推定モデルを用いた筋電義手のリアルタイム制御手法の開発（2025-09-09）
• 2自由度ワイヤ干渉駆動指モジュール を用いたロボットハンドの開発（2025-09）
• Dynamic Label Smoothingを用いた生体信号分類のための領域汎化，（2023-09）
• 半自動義手制御のためのオンチップ筋電解析システムの開発

Books and Other Publications

Works

Research Projects

Media Coverage

Industrial Property Rights

Professional Memberships

Committee Memberships

Teaching Experience

Social Contribution

Academic Contribution