Rchr
J-GLOBAL ID：202101013956798670
Update date: Jul. 20, 2024
Tokuda Tomoki
トクダ トモキ | Tokuda Tomoki
Affiliation and department：
Job title：
Project Assistant Professor
Research field (4)：
Statistical science
, Solid earth science
, Psychiatry
, Neuroscience - general
Research keywords (6)：
教師なし機械学習
, 深層学習
, ベイズ統計学
, 低周波地震
, 包括脳ネットワーク
, 精神疾患
Research theme for competitive and other funds (1)：
- 2018 - 2023 縦断的MRIデータに基づく成人期気分障害と関連疾患の神経回路の解明
Papers (11)：
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Tomoki Tokuda, Hiromichi Nagao. Wishart Mixture-based Multiple Clustering for Selecting Seismic Stations for Low-frequency Earthquake Detection. Ouyou toukeigaku. 2024. 52. 2. 99-112
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Tomoki Tokuda, Hiromichi Nagao. Seismic-phase detection using multiple deep learning models for global and local representations of waveforms. Geophysical Journal International. 2023. 235. 2. 1163-1182
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Tomoki Tokuda, Okito Yamashita, Junichiro Yoshimoto. Multiple clustering for identifying subject clusters and brain sub-networks using functional connectivity matrices without vectorization. Neural Networks. 2021. 142. 269-287
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Tomoki Tokuda, Okito Yamashita, Yuki Sakai, Junichiro Yoshimoto. Clustering of Multiple Psychiatric Disorders Using Functional Connectivity in the Data-Driven Brain Subnetwork. Frontiers in Psychiatry. 2021. 12
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Wenjun Bai, Tomoki Tokuda, Okito Yamashita, Junichiro Yoshimoto. Reconstructing Temporal Dynamics of fMRI Time Series via Encoded Contextual Information. Proceedings - 2020 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2020. 2020. 968-971
ｍore...
MISC (2)：
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山脇成人, 山脇成人, 岡本泰昌, 岡田剛, 高村真広, 市川奈穗, 土岐茂, 銅谷賢治, 清水優, 徳田智磯. 機能的MRIと機械学習を用いたうつ病の診断に関する研究. 日本神経精神薬理学会プログラム・抄録集. 2015. 37回・45回. 106-106
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Tomoki Tokuda, Junichiro Yoshimoto, Yu Shimizu, Kosuke Yoshida, Shigeru Toki, Go Okada, Masahiro Takamura, Tetsuya Yamamoto, Shinpei Yoshimura, Yasumasa Okamoto, et al. Bayesian multiple and co-clustering methods: Application to fMRI data. IPSJ SIG Notes. ICS. 2014. 2014. 2. 1-5
Education (5)：
- 2007 - 2012 KU Leuven
- 2006 - 2007 KU Leuven
- 1999 - 2000 University of London, Institute of Education
- 1994 - 1999 Ryukoku University
- 1985 - 1989 Nagoya University
Professional career (1)：
Work history (6)：
Awards (3)：
- 2024/05 - Japanese Society of Applied Statistics Best Paper Award Wishart Mixture-based Multiple Clustering for Selecting Seismic Stations for Low-frequency Earthquake Detection
- 2019/05 - Top 100 in Neuroscience Identification of depression subtypes and relevant brain regions using a data-driven approach
- 2019/05 - Journal Top 100 Identification of depression subtypes and relevant brain regions using a data-driven approach
Association Membership(s) (4)：
日本統計学会
, 日本地震学会
, The Japan Neuroscience Society
, Japanese Neural Network Society
