医学部
Profile Information
- Affiliation
- Associate Professor, School of Medicine, Fujita Health University(Concurrent)Director, Office for Medical ICT Planning and Promotion
- Degree
- Ph.D.(NAIST)
- J-GLOBAL ID
- 201001070039507320
- Researcher ID
- B-6061-2015
- researchmap Member ID
- 6000022342
- External link
強化学習の神経機構について、コンピュータ上で脳をつくることで理解しようと取り組んでいます。特に神経生物学実験の経験を生かして生物学的に妥当な詳細なモデルを構築することで、強化学習がどのようにして脳で実装されているのかを研究しています。また、様々な研究機関と共同研究を行い脳神経活動データや臨床からの医療データに対してデータサイエンスの手法を用いて解析をすることで、脳の理解や医学への貢献に取り組んでいます。
Research Interests
8Research Areas
4Research History
9-
Apr, 2020 - Apr, 2025
-
May, 2017 - Mar, 2020
Education
2-
Apr, 2005 - Mar, 2010
-
Apr, 2001 - Mar, 2005
Committee Memberships
7-
Aug, 2023 - Present
-
Jan, 2020 - Mar, 2023
-
Nov, 2021 - Nov, 2022
-
2020 - 2021
-
2020 - 2021
Awards
1Papers
27-
Advances in neonatal care : official journal of the National Association of Neonatal Nurses, 25(4) 353-362, Aug 1, 2025 Peer-reviewedBACKGROUND: Noise adversely affects preterm infants in the neonatal intensive care unit (NICU), but past studies focused exclusively on quantifying its acoustic characteristics. PURPOSE: This study aims to examine the relationships between objective noise measurements and nurses' subjective perceptions in the NICU and analyze how these measurements vary by location and time of day during quiet hours. METHODS: In this observational study, noise was measured in 12 bays of an open-bay NICU during set times in the morning, afternoon, and evening. Subjective ratings of perceived noise were solicited from 25 nurses during these periods, converted to numerical scores, and ranked to categorize the bays into 3 measurement areas: loud, intermediate, and quiet. Noise indices were tested for associations with noise score, measurement area, and time by correlation and variance analyses. RESULTS: The equivalent continuous sound level ( Leq ) ranged from 55 to 63 dB over 60-minute measurement periods. The L5 (level exceeded 5% of the 60-minute period) and the L50 (level exceeded 50% of the 60-minute period) were analyzed to capture short-duration high noise levels and typical ambient noise, respectively. Noise ratings showed weak correlations with Leq , L5 , L50 , and minimum sound levels (L min ). IMPLICATIONS FOR PRACTICE AND RESEARCH: Strategies that consider location and time of day, with measures against sudden noise, are needed for NICU care. Future research should address comprehensive assessments of noise sources and their impact evaluation on preterm infants.
-
International Journal of Molecular Sciences, 25(21) 11365-11365, Oct 22, 2024 Peer-reviewedWhen exposed to X-rays, scintillators emit visible luminescence. X-ray-mediated optogenetics employs scintillators for remotely activating light-sensitive proteins in biological tissue through X-ray irradiation. This approach offers advantages over traditional optogenetics, allowing for deeper tissue penetration and wireless control. Here, we assessed the short-term safety and efficacy of candidate scintillator materials for neuronal control. Our analyses revealed that lead-free halide scintillators, such as Cs3Cu2I5, exhibited significant cytotoxicity within 24 h and induced neuroinflammatory effects when injected into the mouse brain. In contrast, cerium-doped gadolinium aluminum gallium garnet (Ce:GAGG) nanoparticles showed no detectable cytotoxicity within the same period, and injection into the mouse brain did not lead to observable neuroinflammation over four weeks. Electrophysiological recordings in the cerebral cortex of awake mice showed that X-ray-induced radioluminescence from Ce:GAGG nanoparticles reliably activated 45% of the neuronal population surrounding the implanted particles, a significantly higher activation rate than europium-doped GAGG (Eu:GAGG) microparticles, which activated only 10% of neurons. Furthermore, we established the cell-type specificity of this technique by using Ce:GAGG nanoparticles to selectively stimulate midbrain dopamine neurons. This technique was applied to freely behaving mice, allowing for wireless modulation of place preference behavior mediated by midbrain dopamine neurons. These findings highlight the unique suitability of Ce:GAGG nanoparticles for X-ray-mediated optogenetics. The deep tissue penetration, short-term safety, wireless neuronal control, and cell-type specificity of this system offer exciting possibilities for diverse neuroscience applications and therapeutic interventions.
-
Neurobiology of Aging, 142 8-16, Oct, 2024 Peer-reviewed
-
Neural mechanisms underlying uninstructed orofacial movements during reward-based learning behaviorsCurrent Biology, Aug, 2023 Peer-reviewedLead author
-
Nature Communications, 13(1), Dec, 2022
Misc.
10-
電子情報通信学会技術研究報告, 118(322(NC2018 22-27)(Web)) 1 (WEB ONLY), Nov 15, 2018
Books and Other Publications
2-
Springer, Sep 3, 2009 (ISBN: 9783642042737, 3642042732)
Teaching Experience
13-
2025 - Present文章力ゼミナール (藤田医科大学)
-
2022 - PresentアセンブリIII (藤田医科大学)
-
2021 - PresentNeuroscience Course (Fujita Health University)
-
2021 - Present基礎データサイエンス (藤田医科大学)
-
2021 - 2024読書ゼミナール (藤田医科大学)
Professional Memberships
4Research Projects
6-
科学研究費助成事業, 日本学術振興会, Apr, 2024 - Mar, 2028
-
科学研究費助成事業, 日本学術振興会, Jun, 2024 - Mar, 2027
-
科学研究費助成事業 基盤研究(C), 日本学術振興会, Apr, 2020 - Mar, 2024
-
Japanese Neural Network Society, Feb, 2020
-
Grants-in-Aid for Scientific Research Grant-in-Aid for Scientific Research on Innovative Areas (Research in a proposed research area), Japan Society for the Promotion of Science, Jul, 2014 - Mar, 2019
