Ishida Kai

イシダカイ | Ishida Kai

Affiliation and department：
Job title： Associate Professor
Homepage URL (2)： https://nrid.nii.ac.jp/ja/nrid/1000040745105/ , https://nrid.nii.ac.jp/en/nrid/1000040745105/

Research field (3)： Communication and network engineering , Healthcare management, medical sociology , Biomedical engineering

Research keywords (3)： Electromagnetic Environment , Medical Devices , Clinical Engineering

Research theme for competitive and other funds (17)：

2023 - 2026 医療現場における新しい電磁環境評価システムの構築
2022 - 2025 地域包括ケア病棟の看護・介護を支援するPoint of Careデータ基盤の開発
2024 - 2024 Measurement System for Electromagnetic Environment in Medicine using SDR with Machine Learning
2023 - 2024 自然言語処理を用いた医療機器不具合報告からの回収(改修)事例推定
2023 - 2024 Measurement System of Electromagnetic Environment in Clinical Settings using Software Defined Radio with Machine Learning

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Papers (33)：

Ishida K. Novel Estimation of Medical Device Recalls from Defect Reports by Natural Language Processing. Jpn Medical Instrumentation. 2024. 94. 3. 印刷中
Ishida K, Fujii K. Possibility of Evaluation for Electromagnetic Environment using Soft Defined Radio. Journal of Japan Association for Clinical Engineers. 2024. 81. 169-175
テキストマイニングを用いた臨床工学分野の研究動向分析. Journal of Japan Association for Clinical Engineers. 2023. 79. 38-45
Ishida K. Trend Analysis of Medical Device Research using Text Mining. Jpn Medical Instrumentation. 2023. 93. 4. 441-453
Ishida K. Novel Estimation Technique for the Carrier-to-Noise Ratio of Wireless Medical Telemetry Using Software-Defined Radio with Machine-Learning. Scientific Reports. 2023. 13. 4162

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MISC (38)：

石田開. 医用テレメータの電磁干渉源と安全管理対策. 電磁環境工学情報EMC. 2024. 印刷中
Ishida K. Estimation of Medical Device Recalls from Defect Reports using BERT. Japan Journal of Medical Informatics. 2023. 43. Suppl. 647-648
Ishida K, Fujii K, Hanada E. Electromagnetic Disturbance Issues in 400 MHz Wireless Medical Telemetry Systems and Its Countermeasures for Safety Operation. Proceedings of the 35th URSI General Assembly and Scientific Symposium (URSI GASS 2023). 2023
Ishida K. Estimation Technique of Carrier to Noise Ratio of Wireless Medical Telemeter Using Soft Defined Radio with Machine Learning. IEICE Technical Report. 2023. 123. 50. 10-15
花田英輔, 石田開. 医療現場における無線通信と電磁環境の管理. 電磁環境工学情報EMC. 2023. 35. 5. 112-117

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Books (1)：

看護DX実践ガイド
日総研出版 2024 ISBN:9784776019503

Lectures and oral presentations (145)：

Measurement System for Electromagnetic Environment in Medicine using SDR with Machine Learning
(EMC Europe 2024 2024)
植込み型心臓デバイスを対象とした医療機器不具合報告からの回収推定
(第99回日本医療機器学会大会 2024)
形態素解析による植込み型心臓デバイスを対象とした医療機器不具合報告の記載内容分析
(第99回日本医療機器学会大会 2024)
Estimation for the CNR of Wireless Medical Telemeter Using SDR With Machine Learning
(2024 Joint IEEE EMC & APEMC Symposium 2024)
Estimation of Medical Device Recalls from Defect Reports using BERT
(43rd Joint Conference on Medical Informatics 2023)

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Works (28)：

Estimation of Medical Device Recalls from Defect Reports
2023 - 現在
Trend Analysis of Medical Devices using Text Mining
2021 - 現在
A Study of Electromagnetic Compatibility of LoRaWAN for Safe Introduction in Healthcare Fields
2021 - 現在
Esimation of Wireless Medical Telemeter Communication Quatily by Machine Learning
2021 - 現在
Development of a EMC Measurement System using Software Defined Radio
2020 - 現在

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Education (3)：

2010 - 2013 Kitasato University Graduate School of Medical Science Doctor Course
2008 - 2010 Kitasato University Graduate School of Medical Science Master Course
2004 - 2008 Kitasato University School of Allied Health Science Department of Clinical Engineering

Professional career (3)：

Ph.D (Kitasato University)
修士(医科学) (北里大学)
学士(臨床工学) (北里大学)

Work history (11)：

2024/04 - 現在 Shonan Institute of Technology Department of Materials and Human Environmental Sciences, Faculty of Engineering Associate Professor
2023/04 - 2024/03 Kitasato University Graduate School of Medical Sciences Researcher
2022/09 - 2024/03 Junshin Gakuen University Lecturer
2022/09 - 2024/03 Junshin Gakuen University Department of Medical Engineering, Faculty of Healthcare Lecturer
2022/04 - 2022/08 Kanagawa Institute of Industrial Science and Technology Planning Department, Management Strategy Section Researcher

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Committee career (17)：

2024/05 - 現在 IEICE Transaction of Communications Special Issues of EMC Associate Editor
2023/06 - 現在 Healthcare Engineering Association of Japan Director
2023/06 - 現在 Technical Committee on Healthcare and Medical Information Communication Technology Member
2017/07 - 現在 Research Committee for Wireless Communication and Electromagnetic Environment Commisioner
2017/04 - 現在 Research of Electromagnetic Environment in Medicine Secretary

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Awards (9)：

2023/09 - IEICE Communications Society: Distinguished Contributions Award
2023/07 - 第33回日本臨床工学技会最優秀演題賞ソフトウェア無線の応用による電磁環境評価の可能性
2023/06 - Healthcare Engineering Association of Japan Japan Healthcare Engineering Symposium Award Estimation Technique of Carrier to Noise Ratio of Wireless Medical Telemetry Services Using Soft Defined Radio with Machine Learning
2022/09 - Technical Committee on Healthcare and Medical Information Communication Technology Healthcare and Medical Information Communication Technology Committee Award Investigation of Passive Intermodulation of Wireless Medical Telemeter
2021/03 - Technical Committee on Healthcare and Medical Information Communication Technology Healthcare and Medical Information Communication Technology Committee Award Study of Electromagnetic Noise Radiated from LED Tubes and Its Impact on Wireless Medical Telemeter

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Association Membership(s) (7)：

THE INSTITUTE OF ELECTRONICS, INFORMATION AND COMMUNICATION ENGINEERS , JAPAN ASSOCIATION FOR MEDICAL INFORMATICS , Japan Association for Clinical Engineers , Healthcare Engineering Association of Japan , JAPANESE SOCIETY OF MEDICAL INSTRUMENTATION , Fukuoka Association for Clinical Engineering Technologists , Kanagawa Association for Clinical Engineers

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