Ishikawa Tetsuo 石川哲朗

… Alternative Names

ISHIKAWA TETSUO 石川哲朗

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Researcher Number	90824160
Other IDs
Affiliation (Current)	2026: 慶應義塾大学, 医学部(信濃町), 准教授 2026: 国立研究開発法人理化学研究所, 数理創造研究センター, 客員主管研究員
Affiliation (based on the past Project Information) *help	2025: 慶應義塾大学, 医学部(信濃町), 准教授 2022 – 2024: 国立研究開発法人理化学研究所, 情報統合本部, 客員主管研究員 2021: 国立研究開発法人理化学研究所, 情報統合本部, 研究員 2020: 国立研究開発法人理化学研究所, 科技ハブ産連本部, 特別研究員
Review Section/Research Field	Principal Investigator Basic Section 62010:Life, health and medical informatics-related / Medium-sized Section 62:Applied informatics and related fields Except Principal Investigator Basic Section 09030:Childhood and nursery/pre-school education-related
Keywords	Principal Investigator 機械学習 / データ拡張 / 最適化 / 生成モデル / 医療データ / データ駆動科学 / ランドスケープモデル / 発症・病態進行過程 / 健康・疾患状態 / 状態遷移モデル … More / 時系列分析 / 急性疾患 / 慢性疾患 / インフォベイランス / 情報疫学 / 予後予測 / 病態分類 / 疾患の多様性 / サロゲートモデル / 予測モデル / 状態遷移 / 時系列 / 疾患 / 健康状態 / ランドスケープ / 可視化 / データ駆動先制・予防医療 / 説明可能AI / 発症・病態進行・治療奏効予測 / 層別化 / 疾患状態の多様性 / 高次元健康医療データ / 高次元データ可視化 / データ駆動型ヘルスケア / 先制・予防医療 / 未病検知 / リスク予測・層別化 / 状態遷移ダイナミクス / 多因子疾患 / 健康・疾患ランドスケープ … More Except Principal Investigator Audio-motor Synchrony / 生体リズム / 縦断研究 / 発達 / 胎児 / 睡眠 / ASD Less

医療データを生成データと組み合わせて機械学習を最適化するデータ拡張手法の探索Principal Investigator
- Principal Investigator
  
  石川哲朗
- Project Period (FY)
  2025 – 2026
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 62010:Life, health and medical informatics-related
- Research Institution
  Keio University
『生体リズムに着目した発達障害の解析ー胎児期から幼児期までの縦断研究ー』
- Principal Investigator
  
  野口彩香
- Project Period (FY)
  2021 – 2025
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 09030:Childhood and nursery/pre-school education-related
- Research Institution
  Kagawa University
Visualization and prediction of health and disease states using landscape modelsPrincipal Investigator
- Principal Investigator
  
  ISHIKAWA TETSUO
- Project Period (FY)
  2020 – 2024
- Research Category
  
  Grant-in-Aid for Challenging Research (Exploratory)
- Review Section
  
  Medium-sized Section 62:Applied informatics and related fields
- Research Institution
  Institute of Physical and Chemical Research

All 2025 2024 2023 2022 2021 2020

All Journal Article Presentation Patent

[Journal Article] Multilevel Factors and Indicators of Atypical Neurodevelopment During Early Infancy in Japan: Prospective, Longitudinal, Observational Study2025
- Author(s)
  Kato Daigo、Okuno Akiko、Ishikawa Tetsuo、Itakura Shoji、Oguchi Shinji、Kasahara Yoshiyuki、Kanenishi Kenji、Kitadai Yuzo、Kimura Yoshitaka、Shimojo Naoki、Nakahara Kazushige、Hanai Akiko、Hamada Hiromichi、Mogami Haruta、Morokuma Seiichi、Sakurada Kazuhiro、Konishi Yukuo、Kawakami Eiryo
- Journal Title
  
  JMIR Pediatrics and Parenting
  
  Volume: 8 Pages: e58337-e58337
- DOI
  10.2196/58337
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20K21837, KAKENHI-PROJECT-21K02356
[Journal Article] エネルギーランドスケープ解析による生活習慣病の発症過程と未病状態の可視化2025
- Author(s)
  石川哲朗
- Journal Title
  
  バイオインダストリー
  
  Volume: 42(2) Pages: 9-16
- Data Source
  KAKENHI-PROJECT-20K21837
[Journal Article] Rigorous multiple statistical test unveils combinations of preceding diseases at risk for the development of adult nephrotic syndrome2025
- Author(s)
  Katsuyuki Chida, Tetsuo Ishikawa, Akiko Hanai, Ayaka Hananoe, Yusuke Kashiwagi, Hiroto Hatakeyama, Shinsuke Sakai, Masayuki Mizui, Isao Matsui, Hajime Nagasu, Yoichi Takeuchi, Maki Shinzawa, Ryohei Yamamoto, Tomonori Kimura, Eiryo Kawakami
- Journal Title
  
  Computers in Biology and Medicine
  
  Volume: － Pages: 110360-110360
- DOI
  10.1016/j.compbiomed.2025.110360
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20K21837
[Journal Article] Explainable Machine Learning Framework for Dynamic Monitoring of Disease Prognostic Risk: Retrospective Cohort Study2025
- Author(s)
  Tetsuo Ishikawa, Masahiro Shinoda, Megumi Oya, Koichi Ashizaki, Shinichiro Ota, Kenichi Kamachi, Kazuhiro Sakurada, Eiryo Kawakami, Masaharu Shinkai
- Journal Title
  
  JMIR Formative Research
  
  Volume: (in press) Pages: e65585-e65585
- DOI
  10.2196/65585
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20K21837
[Journal Article] 小児の睡眠ダイナミクス:非負値テンソル分解を用いた日内・日間変動の包括的分析2024
- Author(s)
  小口真司, 石川哲朗, 華井明子, 加藤大吾, 板倉昭二, 奥野晶子, 渡部基信, 桜田一洋, 川上英良
- Journal Title
  
  日本小児科学会雑誌
  
  Volume: 128 Pages: 298-298
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21K02356
[Journal Article] Synthesis of causal and surrogate models by non-equilibrium thermodynamics in biological systems2024
- Author(s)
  Sakurada Kazuhiro、Ishikawa Tetsuo
- Journal Title
  
  Scientific Reports
  
  Volume: 14:1001 Issue: 1 Pages: 1-14
- DOI
  10.1038/s41598-024-51426-8
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20K21837, KAKENHI-PROJECT-21K02356
[Journal Article] Explainable Machine Learning Classification to Identify Vulnerable Groups Among Parenting Mothers: Web-Based Cross-Sectional Questionnaire Study2024
- Author(s)
  Hanai Akiko、Ishikawa Tetsuo、Sugao Shoko、Fujii Makoto、Hirai Kei、Watanabe Hiroko、Matsuzaki Masayo、Nakamoto Goji、Takeda Toshihiro、Kitabatake Yasuji、Itoh Yuichi、Endo Masayuki、Kimura Tadashi、Kawakami Eiryo
- Journal Title
  
  JMIR Formative Research
  
  Volume: 8 Pages: e47372-e47372
- DOI
  10.2196/47372
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20K21837, KAKENHI-PROJECT-21K02356, KAKENHI-PROJECT-22K09570
[Journal Article] Residual facial erythema in atopic dermatitis patients treated with dupilumab stratified by machine learning2024
- Author(s)
  Ashizaki Koichi、Ishikawa Tetsuo、Nomura Yuko
- Journal Title
  
  Journal of the European Academy of Dermatology and Venereology
  
  Volume: Early View Issue: 12 Pages: 1-9
- DOI
  10.1111/jdv.19909
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20K21837
[Journal Article] Epigenetic profiles guide improved CRISPR/Cas9-mediated gene knockout in human T cells2023
- Author(s)
  Ito Yusuke、Inoue Satoshi、Nakashima Takahiro、Zhang Haosong、Li Yang、Kasuya Hitomi、Matsukawa Tetsuya、Wu Zhiwen、Yoshikawa Toshiaki、Kataoka Mirei、Ishikawa Tetsuo、Kagoya Yuki
- Journal Title
  
  Nucleic Acids Research
  
  Volume: 52 Issue: 1 Pages: 141-153
- DOI
  10.1093/nar/gkad1076
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20K21837, KAKENHI-PROJECT-21K02356, KAKENHI-PROJECT-22K19474, KAKENHI-PROJECT-23K27470, KAKENHI-PROJECT-23K24171
[Journal Article] Machine learning approach to stratify complex heterogeneity of chronic heart failure: A report from the CHART‐2 study2023
- Author(s)
  Nakano Kenji、Nochioka Kotaro、Yasuda Satoshi、Tamori Daito、Shiroto Takashi、Sato Yudai、Takaya Eichi、Miyata Satoshi、Kawakami Eiryo、Ishikawa Tetsuo、Ueda Takuya、Shimokawa Hiroaki
- Journal Title
  
  ESC Heart Failure
  
  Volume: Early View Issue: 3 Pages: 1-8
- DOI
  10.1002/ehf2.14288
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20K21837, KAKENHI-PROJECT-20H03681, KAKENHI-PROJECT-20H03738, KAKENHI-PROJECT-22K11940, KAKENHI-PROJECT-19K11847
[Journal Article] Non-negative tensor factorization workflow for time series biomedical data2023
- Author(s)
  Tsuyuzaki Koki、Yoshida Naoki、Ishikawa Tetsuo、Goshima Yuki、Kawakami Eiryo
- Journal Title
  
  STAR Protocols
  
  Volume: 4 Issue: 3 Pages: 102318-102318
- DOI
  10.1016/j.xpro.2023.102318
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20K21837, KAKENHI-PROJECT-21K02356, KAKENHI-PROJECT-23K11312
[Journal Article] 自閉症スペクトラム障害(ASD)の早期リスク因子の網羅的探索2023
- Author(s)
  加藤大吾, 加藤大吾, 奥野晶子, 石川哲朗, 板倉昭二, 笠原好之, 金西賢治, 木村芳孝, 月森清巳, 華井明子, 濱田洋通, 最上晴太, 諸隈誠一, 桜田一洋, 小西行郎, 川上英良
- Journal Title
  
  日本小児科学会雑誌
  
  Volume: 127 Pages: 258-258
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21K02356
[Journal Article] Monitoring of blood biochemical markers for periprosthetic joint infection using ensemble machine learning and UMAP embedding2023
- Author(s)
  Kawakami Eiryo、Kobayashi Naomi、Ichihara Yuichiro、Ishikawa Tetsuo、Choe Hyonmin、Tomoyama Akito、Inaba Yutaka
- Journal Title
  
  Archives of Orthopaedic and Trauma Surgery
  
  Volume: 143 Issue: 10 Pages: 6057-6067
- DOI
  10.1007/s00402-023-04898-8
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20K21837
[Journal Article] Detecting time-evolving phenotypic components of adverse reactions against BNT162b2 SARS-CoV-2 vaccine via non-negative tensor factorization2022
- Author(s)
  Ikeda Kei、Nakada Taka-Aki、Kageyama Takahiro、Tanaka Shigeru、Yoshida Naoki、Ishikawa Tetsuo、Goshima Yuki、Otaki Natsuko、Iwami Shingo、Shimamura Teppei、Taniguchi Toshibumi、Igari Hidetoshi、Hanaoka Hideki、Yokote Koutaro、Tsuyuzaki Koki、Nakajima Hiroshi、Kawakami Eiryo
- Journal Title
  
  iScience
  
  Volume: 25 Issue: 10 Pages: 105237-105237
- DOI
  10.1016/j.isci.2022.105237
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20K21837, KAKENHI-PROJECT-20H04281, KAKENHI-PROJECT-20K21832, KAKENHI-PROJECT-19K20406, KAKENHI-PUBLICLY-22H04839
[Journal Article] Statistical Analysis of Mortality Rates of Coronavirus Disease 2019 (COVID-19) Patients in Japan Across the 4C Mortality Score Risk Groups, Age Groups, and Epidemiological Waves: A Report From the Nationwide COVID-19 Cohort2022
- Author(s)
  Baba Hiroaki、Ikumi Saori、Aoyama Shotaro、Ishikawa Tetsuo、Asai Yusuke、Matsunaga Nobuaki、Ohmagari Norio、Kanamori Hajime、Tokuda Koichi、Ueda Takuya、Kawakami Eiryo
- Journal Title
  
  Open Forum Infectious Diseases
  
  Volume: 10 Issue: 1
- DOI
  10.1093/ofid/ofac638
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-21K02356, KAKENHI-PROJECT-20K21837, KAKENHI-PROJECT-20H03738
[Journal Article] Proteogenomic landscape and clinical characterization of GH-producing pituitary adenomas/somatotroph pituitary neuroendocrine tumors2022
- Author(s)
  Yamato A,Nagano H,Gao Y,Matsuda T,Hashimoto N,Nakayama A,Yamagata K,Yokoyama M,Gong Y,Shi X,Zhahara N,Kono T,Taki Y,Furuki N,Nishimura M,Horiguchi K,Iwadate Y,Fukuyo M,Rahmutulla B,Kaneda A,Hasegawa Y,Kawashima Y,Ohara O,Ishikawa T,Kawakami E,Nakamura Y,Inoshita N,Yamada S,Fukuhara N,Nishioka H,Tanaka T
- Journal Title
  
  Communications Biology
  
  Volume: 5 Issue: 1 Pages: 1304-1304
- DOI
  10.1038/s42003-022-04272-1
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-22K07164, KAKENHI-PROJECT-22K07205, KAKENHI-PROJECT-22K08644, KAKENHI-PROJECT-20K21837, KAKENHI-PROJECT-21H02974, KAKENHI-PROJECT-20K07561, KAKENHI-PROJECT-20K08397, KAKENHI-PROJECT-20K08880, KAKENHI-PROJECT-21K19398, KAKENHI-PROJECT-21K20825, KAKENHI-PROJECT-23K21402
[Journal Article] Development and validation of machine learning prediction model for post-rehabilitation functional outcome after intracerebral hemorrhage2022
- Author(s)
  Sonobe Shinya、Ishikawa Tetsuo、Niizuma Kuniyasu、Kawakami Eiryo、Ueda Takuya、Takaya Eichi、Makoto Miyauchi Carlos、Iwazaki Junya、Kochi Ryuzaburo、Endo Toshiki、Shastry Arun、Jagannatha Vijayananda、Seth Ajay、Nakagawa Atsuhiro、Yoshida Masahiro、Tominaga Teiji
- Journal Title
  
  Interdisciplinary Neurosurgery
  
  Volume: 29 Pages: 101560-101560
- DOI
  10.1016/j.inat.2022.101560
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K21837
[Journal Article] Antenatal screening timeline and cutoff scores of the Edinburgh Postnatal Depression Scale for predicting postpartum depressive symptoms in healthy women: a prospective cohort study2022
- Author(s)
  Tanuma-Takahashi Akiko、Tanemoto Tomohiro、Nagata Chie、Yokomizo Ryo、Konishi Akiko、Takehara Kenji、Ishikawa Tetsuo、Yanaihara Nozomu、Samura Osamu、Okamoto Aikou
- Journal Title
  
  BMC Pregnancy and Childbirth
  
  Volume: 22 Issue: 1
- DOI
  10.1186/s12884-022-04740-w
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20K21837
[Journal Article] データ駆動型医科学による疾患予防,治療選択,予後予測2022
- Author(s)
  大矢めぐみ, 華井明子, 石川哲朗, 川上英良
- Journal Title
  
  Precision Medicine
  
  Volume: 5(12) Pages: 1092-1095
- Data Source
  KAKENHI-PROJECT-20K21837
[Journal Article] インフォベイランスで感染症の多様性とダイナミクスを読み解く2022
- Author(s)
  石川哲朗
- Volume
  8
- Pages
  2102
- DOI
  10.18958/7061-00001-0000202-00
- Language
  Japanese
- Data Source
  KAKENHI-PROJECT-20K21837
[Journal Article] AIを用いた定量的かつ動的な転倒転落リスクの検出2021
- Author(s)
  園部真也, 門脇水樹, 石川哲朗, 高屋英知, 菅原寛子, 中川敦寛, 植田琢也, 川上英良, 田畑雅央, 冨永悌二
- Journal Title
  
  医療の質・安全学会誌
  
  Volume: 16(Supplement) Pages: 230-230
- Data Source
  KAKENHI-PROJECT-20K21837
[Journal Article] 生活習慣病研究におけるAI・データサイエンス2021
- Author(s)
  川上英良, 石川哲朗
- Journal Title
  
  医学のあゆみ
  
  Volume: 278(5) Pages: 521-526
- Data Source
  KAKENHI-PROJECT-20K21837
[Journal Article] 人工知能（AI）と予防医学への応用2021
- Author(s)
  川上英良, 石川哲朗, 大矢めぐみ
- Journal Title
  
  産業衛生学雑誌
  
  Volume: 63巻臨時増刊号 Pages: 161-161
- Data Source
  KAKENHI-PROJECT-20K21837
[Patent] 疾患の臨床的転帰予測のためのシステム、プログラム、及び方法2022
- Inventor(s)
  桜田一洋,川上英良,石川哲朗
- Industrial Property Rights Holder
  桜田一洋,川上英良,石川哲朗
- Industrial Property Rights Type
  特許
- Industrial Property Number
  2022-009697
- Filing Date
  2022
- Data Source
  KAKENHI-PROJECT-20K21837
[Presentation] 羅生門集合におけるモデル多様性がアンサンブル学習に及ぼす影響の可視化2025
- Author(s)
  石川哲朗
- Organizer
  令和６年度ワークショップ「異分野融合研究による各種課題解決に向けて」
- Invited
- Data Source
  KAKENHI-PROJECT-20K21837
[Presentation] 生成AIとVision AIによるアトピー性皮膚炎顔画像の生成と自動匿名化の有効性検証2025
- Author(s)
  芦崎晃一, 西田駿史, 盛文香, 石川哲朗, 中西未来子, 比護勝哉, 江口有, 浅岡冬馬, 田中弘紀, 平野弘紀, 川上英良, 桜田一洋
- Organizer
  電子情報通信学会ヘルスケア・医療情報通信技術研究会（MICT）
- Data Source
  KAKENHI-PROJECT-20K21837
[Presentation] Prediction of oral food challenge outcome using machine learning methods2025
- Author(s)
  Tomoyuki Arima, Taku Hirose, Junna Oba, Tetsuo Ishikawa, Yosuke Ichigi, Miyu Ono, Mayuko Gondo, Kazuya Sugita, Takahiro Nishida, Rei Kanai, Fumiko Iwai, Yu Kuwabara, Mizuho Nagao, Etsuhisa Takahashi, Hiroshi Kido, Kazuhiro Sakurada, Takao Fujisawa
- Organizer
  2025 AAAAI (American Academy of Allergy, Asthma & Immunology) / WAO (World Allergy Organization) Joint Congress
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K21837
[Presentation] Comprehensive collection of unmet needs in atopic dermatitis patients utilizing clustering, machine learning, and natural language processing analysis2024
- Author(s)
  Takeya Adachi, Akihiro Miyagawa, Masakazu Hirota, Satoru Yonekura, Yasushi Ogawa, Masaki Futamura, Ryotaro Ako, Saeko Nakajima, Takenori Inomata, Tetsuo Ishikawa, Yasutsugu Akasaki, Norito Katoh
- Organizer
  Korean Academy of Asthma, Allergy and Clinical Immunology (KAAACI) Congress 2024
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K21837
[Presentation] アトピー性皮膚炎に対する新規外用薬の使い分けを支援する医療AI構築2024
- Author(s)
  石川哲朗
- Organizer
  令和６年度ワークショップ「異分野融合研究による各種課題解決に向けて」
- Invited
- Data Source
  KAKENHI-PROJECT-20K21837
[Presentation] 大規模レセプトデータを用いた併存疾患組合せの時系列統計評価法に関する検討：ネフローゼ症候群2024
- Author(s)
  千田克幸, 石川哲朗, 華井明子, 花之枝彩香, 柏木佑介, 畠山浩人, 川上英良
- Organizer
  第18回次世代を担う若手のための医療薬科学シンポジウム
- Data Source
  KAKENHI-PROJECT-20K21837
[Presentation] ELUCIDATING SYNERGISTIC RISK FACTORS AMONG COMORBIDITY COMBINATIONS FOR NEPHROTIC SYNDROME BASED ON TIME SERIES STATISTICAL EVALUATION2024
- Author(s)
  Katsuyuki Chida, Tetsuo Ishikawa, Akiko Hanai, Ayaka Haanoe, Yusuke Kashiwagi, Hiroto Hatakeyama, Eiryo Kawakami
- Organizer
  39th Japanese Society for the Study of Xenobiotics (JSSX) and 26th North American Meeting of International Society for the Study of Xenobiotics (ISSX)
- Data Source
  KAKENHI-PROJECT-20K21837
[Presentation] Paediatric Sleep Dynamics: A Comprehensive Analysis of Diurnal and Day Variations Using Unsupervised Machine Learning.2024
- Author(s)
  Shinji Oguchi, Tetsuo Ishikawa, Akiko Hanai, Daigo Kato, Shoji Itakura, Akiko Okuno, Motonobu Watanabe, Seiichi Morokuma, Yukihiko Konishi, Yuzo Kitadai, Yoshiyuki Kasahara, Yoshitaka Kimura, Haruta Mogami, Kazuhiro Sakurada, Eiryo Kawakami.
- Organizer
  27th Congress of the European Sleep Research Society
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K02356
[Presentation] 凝固波形におけるDOACs低濃度を予測する指標の探索（凝固線溶検査部会多施設共同研究）2024
- Author(s)
  嶋﨑悠斗, 山崎昌子, 川上英良, 石川哲朗, 近藤真樹, 北川一夫, 藤森祐多, 涌井昌俊, 家子正裕, 橋口照人
- Organizer
  第18回日本血栓止血学会学術標準化委員会シンポジウム
- Data Source
  KAKENHI-PROJECT-20K21837
[Presentation] 医療データから予測モデルを構築する際のインスタンス重要度のインフルエンス2024
- Author(s)
  石川哲朗
- Organizer
  令和５年度ワークショップ「異分野融合研究による各種課題解決に向けて」
- Invited
- Data Source
  KAKENHI-PROJECT-20K21837
[Presentation] 小児の睡眠ダイナミクス：日内・日間変動の包括的分析2024
- Author(s)
  小口真司, 石川哲朗, 華井明子, 加藤大吾, 川上英良
- Organizer
  第127回日本小児科学会学術集会
- Data Source
  KAKENHI-PROJECT-20K21837
[Presentation] Time-series application of a multiple statistical test to uncover risk factors among comorbidity combinations for nephrotic syndrome using a large claims database2024
- Author(s)
  Katsuyuki Chida, Tetsuo Ishikawa, Akiko Hanai, Ayaka Hananoe, Yusuke Kashiwagi, Hiroto Hatakeyama, Eiryo Kawakami
- Organizer
  1st Asia & Pacific Bioinformatics Joint Conference (APBJC2024),
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K21837
[Presentation] Stratification and Prediction of Time-evolving Long COVID Symptoms in Luxembourgish Inhabitants2024
- Author(s)
  Piyapong Khumrin, Tetsuo Ishikawa, Jochen Ohnmach, Soumyabrata Ghosh, Eiryo Kawakami, Venkata P. Satagopam
- Organizer
  8th International Conference on Medical Health Informatics (ICMHI 2024)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K21837
[Presentation] Machine Learning to Predict the Risk of Incident Diabetic macular edema Among Patients With Diabetes2024
- Author(s)
  Yusuke Kashiwagi, Katsuyuki Chida, Tetsuo Ishikawa, Akiko Hanai, Ayaka Hananoe, Yusuke Kashiwagi, Hiroto Hatakeyama, Eiryo Kawakami
- Organizer
  st Asia & Pacific Bioinformatics Joint Conference (APBJC2024)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K21837
[Presentation] Application of machine learning in clustering and prediction models for recurrence in fertility-sparing therapy for endometrial cancer and atypical endometrial hyperplasia2024
- Author(s)
  Tomomi Sakamaki, Junna Oba, Tetsuo Ishikawa, Tomohiro Tamura, Kensuke Sakai, Tatsuyuki Chiyoda, Kazuhiro Sakurada, Wataru Yamagami
- Organizer
  Asian Society of Gynecologic Oncology (ASGO) Meeting
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K21837
[Presentation] 可視化を通じた健康・疾患状態の多様性の理解2024
- Author(s)
  石川哲朗
- Organizer
  データサイエンスと生命医科学研究のフロンティア
- Invited
- Data Source
  KAKENHI-PROJECT-20K21837
[Presentation] 機械学習を用いた実験パイプライン構築のオートメーション化2024
- Author(s)
  石川哲朗
- Organizer
  第８回理論免疫学ワークショップ
- Invited
- Data Source
  KAKENHI-PROJECT-20K21837
[Presentation] Evaluation of Sleep Deviations in Children with Developmental Disorders Using AI.2024
- Author(s)
  Shinji Oguchi, Tetsuo Ishikawa, Akiko Hanai, Daigo Kato, Shoji Itakura, Akiko Okuno, Motonobu Watanabe, Seiichi Morokouma, Yukihiko Konishi, Yuzo Kitadai, Yoshiyuki Kasahara, Haruta Mogami, Kazuhiro Sakurada, Eiryo Kawakami.
- Organizer
  10th Congress of the European Academy of Paediatric Societies (EAPS 2024)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K02356
[Presentation] Paediatric Sleep Dynamics: A Comprehensive Analysis of Diurnal and Day Variations Using Unsupervised Machine Learning2024
- Author(s)
  Shinji Oguchi, Tetsuo Ishikawa, Akiko Hanai, Daigo Kato, Shoji Itakura, Akiko Okuno, Motonobu Watanabe, Seiichi Morokuma, Yukihiko Konishi, Yuzo Kitadai, Yoshiyuki Kasahara, Yoshitaka Kimura, Haruta Mogami, Kazuhiro Sakurada, Eiryo Kawakami
- Organizer
  27th Congress of the European Sleep Research
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K21837
[Presentation] Neuroanatomical Subtypes Indicate Treatment Resistance in Schizophrenia2024
- Author(s)
  Takahashi K, Hondo N, Honda S, Ishikawa T, Noda Y, Tsugawa S, Rubio J, Iwata Y, Tarumi R, Ogyu K, Remington G, Onaya M, Ueno F, Koreki A, Torres-Carmona E, Mar W, Koizumi T, Kato H, Kusudo K, de Luca V, Gerretsen P, Uchida H, Mimura M, Graff-Guerrero A, Nakajima S
- Organizer
  63rd Annual Meeting of the American College of Neuropsychopharmacology (ACNP)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K21837
[Presentation] 「小児の睡眠ダイナミクス:非負値テンソル分解を用いた日内・日間変動の包括的分析2024
- Author(s)
  小口真司, 石川哲朗, 華井明子, 加藤大吾, 板倉昭二, 奥野晶子, 渡部基信, 桜田一洋, 川上英良
- Organizer
  第127回日本小児科学術集会
- Data Source
  KAKENHI-PROJECT-21K02356
[Presentation] データ駆動型機械学習アプローチによる加齢関連遺伝子の包括的探索と可視化2024
- Author(s)
  遠藤博貴, 石川哲朗, 早野元詞
- Organizer
  第47回日本分子生物学会年会
- Data Source
  KAKENHI-PROJECT-20K21837
[Presentation] Evaluation of Sleep Deviations in Children with Developmental Disorders Using AI2024
- Author(s)
  Shinji Oguchi, Tetsuo Ishikawa, Akiko Hanai, Daigo Kato, Shoji Itakura, Akiko Okuno, Motonobu Watanabe, Seiichi Morokouma, Yukihiko Konishi, Yuzo Kitadai, Yoshiyuki Kasahara, Haruta Mogami, Kazuhiro Sakurada, Eiryo Kawakami
- Organizer
  10th Congress of the European Academy of Paediatric Societies (EAPS 2024)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K21837
[Presentation] アトピー性皮膚炎外用薬デルゴシチニブとジファミラストの症状改善因子の説明可能AIによる解析2024
- Author(s)
  石川哲朗, 芦崎晃一, 野村有子
- Organizer
  第123回日本皮膚科学会総会
- Data Source
  KAKENHI-PROJECT-20K21837
[Presentation] 健康医療データの可視化による状態識別と状態遷移モデル～健康状態や疾患をデータ駆動的に見える化する威力2024
- Author(s)
  石川哲朗
- Organizer
  The 188th Scienc-ome
- Invited
- Data Source
  KAKENHI-PROJECT-20K21837
[Presentation] 臨床医がAI技術を理解する意義2024
- Author(s)
  園部真也, 新妻邦泰, 永井新, 竹内洋平, 田宮元, 岩﨑淳也, 宮内誠, 小林智哉, 髙屋英知, 川上英良, 石川哲朗, 遠藤英徳
- Organizer
  第40回日本脳神経血管内治療学会学術集会（JSNET2024）
- Data Source
  KAKENHI-PROJECT-20K21837
[Presentation] Exploring how the brain-gut axis is affected by personality traits, eating habits, and meditation practices2024
- Author(s)
  Momoka Ishii, Tetsuo Ishikawa, Yoshi Tamori, Ken Mogi
- Organizer
  Neuroscience 2024
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K21837
[Presentation] An interpretable machine learning framework for monitoring and stratifying the time-varying prognostic risk of diseases2023
- Author(s)
  Megumi Oya,Tetsuo Ishikawa,Masahiro Shinoda,Koichi Ashizaki,Shinichiro Ota,Kazuhiro Sakurada,Eiryo Kawakami,Masaharu Shinkai
- Organizer
  6th Workshop on Virus Dynamics
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K21837
[Presentation] 健康医療データへのエネルギー地形解析の応用2023
- Author(s)
  石川哲朗
- Organizer
  2023年度日本数理生物学会年会
- Invited
- Data Source
  KAKENHI-PROJECT-20K21837
[Presentation] 手持ち細隙灯顕微鏡で撮像した眼球結膜動画から貧血判定を行う深層学習システムの開発2023
- Author(s)
  中原楊,丹治信,清水映輔,石川敬規,縣直道,中山慎太郎,平山雅敏,横山諒一,石川哲朗,桜田一洋,根岸一乃
- Organizer
  第127回日本眼科学会総会
- Data Source
  KAKENHI-PROJECT-20K21837
[Presentation] Initial screening and dynamic risk assessment of COVID-19 prognosis using an interpretable machine learning framework2023
- Author(s)
  Megumi Oya,Tetsuo Ishikawa,Masahiro Shinoda,Koichi Ashizaki,Shinichiro Ota,Kazuhiro Sakurada,Eiryo Kawakami,Masaharu Shinkai
- Organizer
  A*STAR RIKEN Joint Workshop
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K21837
[Presentation] 併存疾患の時系列統計評価に基づくネフローゼ症候群の相乗的危険因子の解明2023
- Author(s)
  千田克幸, 石川哲朗, 華井明子, 花之枝彩香, 柏木佑介, 佐藤潤弥, 川上英良
- Organizer
  日本薬学会第143年会
- Data Source
  KAKENHI-PROJECT-20K21837
[Presentation] 生成AIを用いたハイブリッド学習プロセスの効率化2023
- Author(s)
  石川哲朗
- Organizer
  令和５年度ワークショップ「異分野融合研究による各種課題解決に向けて」
- Invited
- Data Source
  KAKENHI-PROJECT-20K21837
[Presentation] 併存疾患の時系列統計評価に基づく腎疾患の相乗的危険因子の解明: ネフローゼ症候2023
- Author(s)
  千田克幸,石川哲朗,華井明子,花之枝彩香,柏木佑介,川上英良
- Organizer
  17回次世代を担う若手のための医療薬科学シンポジウム
- Data Source
  KAKENHI-PROJECT-20K21837
[Presentation] 情報提供ツールとしてのGenerative Artificial Intelligenceの有用性の検討2023
- Author(s)
  華井明子,石川哲朗,川内翔一朗,飯田裕太,川上英良
- Organizer
  第36回日本サイコオンコロジー学会総会
- Data Source
  KAKENHI-PROJECT-20K21837
[Presentation] 健康・医療データの次元からひもとく2023
- Author(s)
  石川哲朗
- Organizer
  第７回理論免疫学ワークショップ
- Invited
- Data Source
  KAKENHI-PROJECT-20K21837
[Presentation] 教師なし学習による地域クラスタリングと育児困難感との関連の解析2022
- Author(s)
  華井明子, 川上英良, 石川哲朗, 加藤真奈美, 中西未来子, 藤井誠, 管生聖子, 遠藤誠之
- Organizer
  LIFE2022 第21回日本生活支援工学会大会日本機械学会福祉工学シンポジウム2022 第37回ライフサポート学会大会
- Data Source
  KAKENHI-PROJECT-20K21837
[Presentation] 睡眠覚醒パターンの発達特性をシェイプで読み解く2022
- Author(s)
  石川哲朗, 華井明子, 加藤大吾, 小口真司, 川上英良
- Organizer
  第６回理論免疫学ワークショップ
- Invited
- Data Source
  KAKENHI-PROJECT-20K21837
[Presentation] インフォベイランスで描き出す感染症のダイナミクス2022
- Author(s)
  石川哲朗
- Organizer
  異分野融合研究における細胞ダイバーシティの数理科学的解析に向けて
- Invited
- Data Source
  KAKENHI-PROJECT-20K21837
[Presentation] New Analysis of Longitudinal Clinical Big Data with Artificial Intelligence -A Report from the CHART-2 Study-2022
- Author(s)
  Takashi Shiroto, Kotaro Nochioka, Takuya Ueda, Tetsuo Ishikawa, Eiryo Kawakami, Jun Takahashi, Satoshi Miyata, Satoshi Yasuda, Hiroaki Shimokawa
- Organizer
  第86回日本循環器学会学術集会
- Data Source
  KAKENHI-PROJECT-20K21837
[Presentation] 睡眠覚醒パターンの発達特性をシェイプで読み解く2022
- Author(s)
  石川哲朗, 華井明子, 加藤大吾, 小口真司, 川上英良
- Organizer
  第６回理論免疫学ワークショップ
- Data Source
  KAKENHI-PROJECT-21K02356
[Presentation] マルコフ決定過程とクラスタリングを用いた患者集団ごとに最適な治療法の予測2022
- Author(s)
  神前政智, 石川哲朗, 大矢めぐみ, 古関恵太, 我妻叶梧, 川上英良
- Organizer
  東日本研究医養成コンソーシアム第12回夏のリトリート
- Data Source
  KAKENHI-PROJECT-20K21837
[Presentation] Modeling the diversity of COVID reactivity and symptoms2022
- Author(s)
  Tetsuo Ishikawa, Eiryo Kawakami
- Organizer
  The 8th RIKEN-KI-SciLifeLab Symposium
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K21837
[Presentation] Phenomapping for Classification in Chronic Heart Failure: From the CHART-2 AI Study2022
- Author(s)
  Kotaro Nochioka, Satoshi Yasuda, Takuya Ueda, Taizen Tamori, Tetsuo Ishikawa, Eiryo Kawakami, Takashi Shiroto, Jun Takahashi, Satoshi Miyata, Hiroaki Shimokawa
- Organizer
  第86回日本循環器学会学術集会
- Data Source
  KAKENHI-PROJECT-20K21837
[Presentation] 出産前後における子育てへの心理的適応と栄養摂取状況の変化2022
- Author(s)
  華井明子,石川哲朗,藤井誠,渡邊浩子,松崎政代,管生聖子,遠藤誠之,川上英良
- Organizer
  第7回日本糖尿病・生活習慣病ヒューマンデータ学会年次学術集会
- Data Source
  KAKENHI-PROJECT-20K21837
[Presentation] デュピルマブによるアトピー性皮膚炎患者の治療効果の層別化と医療AIモデルの構築2022
- Author(s)
  芦崎晃一, 石川哲朗, 野村有子
- Organizer
  第121回日本皮膚科学会総会
- Data Source
  KAKENHI-PROJECT-20K21837
[Presentation] Explainable machine learning (XAI) and mathematical methods in the COVID-19 prognosis and risk assessment.2021
- Author(s)
  Tetsuo Ishikawa, Eiryo Kawakami
- Organizer
  RIKEN-Luxembourg Scientific Symposium: How to boost research collaborations through open data exchange.
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K21837
[Presentation] アトピー性皮膚炎におけるデュピクセント治療マネジメント～看護師のスキルとともに～2021
- Author(s)
  野村有子, 八木澤美恵, 芦崎晃一, 石川哲朗
- Organizer
  アトピー性皮膚炎マネジメントフォーラム -患者理想を実現する診療-
- Data Source
  KAKENHI-PROJECT-20K21837
[Presentation] Mathematical methods and machine learning meet real-world data to stratify patients and predict disease onset and prognosis.2021
- Author(s)
  Tetsuo Ishikawa, Eiryo Kawakami
- Organizer
  The 44th Annual Meeting of the Molecular Biology Society of Japan
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K21837
[Presentation] AIを用いた脳内出血後のリハビリテーション転帰予測2021
- Author(s)
  園部真也, 石川哲朗, 新妻邦泰, 植田琢也, 中川敦寛, 吉田昌弘, 川上英良, 冨永悌二
- Organizer
  第3回日本メディカルAI学会学術集会
- Data Source
  KAKENHI-PROJECT-20K21837
[Presentation] デュピクセントを使いこなすノウハウ～細かな手順について看護師からもお伝えします～2021
- Author(s)
  野村有子, 八木澤美恵, 芦崎晃一, 石川哲朗
- Organizer
  AD management Forum ー開業医の目線からー
- Data Source
  KAKENHI-PROJECT-20K21837
[Presentation] 機械学習を用いたCOVID-19に関連するデータ分析2021
- Author(s)
  石川哲朗
- Organizer
  第５回理論免疫学ワークショップ
- Data Source
  KAKENHI-PROJECT-20K21837
[Presentation] エネルギーランドスケープによる糖尿病疾患発症予測2020
- Author(s)
  石川哲朗, 川上英良
- Organizer
  第93回日本生化学会大会
- Invited
- Data Source
  KAKENHI-PROJECT-20K21837
[Presentation] 「ビッグデータ時代のAI創薬の未来」AIによるがんの層別化と予測2020
- Author(s)
  川上英良, 石川哲朗, 古関恵太
- Organizer
  第24回日本がん分子標的治療学会
- Invited
- Data Source
  KAKENHI-PROJECT-20K21837
[Presentation] 疲労科学、健康科学、人工知能(AI)、ビッグデータの最前線疾患と健康の層別化と予測2020
- Author(s)
  川上英良, 石川哲朗, 華井明子, 高井佳基, 古関恵太
- Organizer
  第16回日本疲労学会総会
- Data Source
  KAKENHI-PROJECT-20K21837
[Presentation] ディープフェノタイプに基づくヒト疾患層別化と予測の未来2020
- Author(s)
  川上英良, 高井佳基, 石川哲朗, 華井明子, 加藤真奈美
- Organizer
  第93回日本生化学会大会
- Invited
- Data Source
  KAKENHI-PROJECT-20K21837

1. 野口彩香 (40849288)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
2. 諸隈誠一 (50380639)

# of Collaborated Projects: 1 results

# of Collaborated Products: 2 results
3. 奥野晶子 (70848944)

# of Collaborated Projects: 1 results

# of Collaborated Products: 5 results
4. 渡部基信 (30649306)

# of Collaborated Projects: 1 results

# of Collaborated Products: 4 results
5. 小西行彦 (60528157)

# of Collaborated Projects: 1 results

# of Collaborated Products: 3 results
6. FUKUYO Masaki

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results
7. 石川健

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results

Ishikawa Tetsuo 石川 哲朗

ISHIKAWA TETSUO 石川 哲朗

Research Projects

Research Products

Co-Researchers

医療データを生成データと組み合わせて機械学習を最適化するデータ拡張手法の探索Principal Investigator

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『生体リズムに着目した発達障害の解析ー胎児期から幼児期までの縦断研究ー』

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Visualization and prediction of health and disease states using landscape modelsPrincipal Investigator

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[Journal Article] Multilevel Factors and Indicators of Atypical Neurodevelopment During Early Infancy in Japan: Prospective, Longitudinal, Observational Study2025

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[Journal Article] エネルギーランドスケープ解析による生活習慣病の発症過程と未病状態の可視化2025

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[Journal Article] Rigorous multiple statistical test unveils combinations of preceding diseases at risk for the development of adult nephrotic syndrome2025

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[Journal Article] Explainable Machine Learning Framework for Dynamic Monitoring of Disease Prognostic Risk: Retrospective Cohort Study2025

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[Journal Article] 小児の睡眠ダイナミクス:非負値テンソル分解を用いた日内・日間変動の包括的分析2024

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[Journal Article] Synthesis of causal and surrogate models by non-equilibrium thermodynamics in biological systems2024

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[Journal Article] Explainable Machine Learning Classification to Identify Vulnerable Groups Among Parenting Mothers: Web-Based Cross-Sectional Questionnaire Study2024

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[Journal Article] Residual facial erythema in atopic dermatitis patients treated with dupilumab stratified by machine learning2024

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[Journal Article] Epigenetic profiles guide improved CRISPR/Cas9-mediated gene knockout in human T cells2023

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[Journal Article] Machine learning approach to stratify complex heterogeneity of chronic heart failure: A report from the CHART‐2 study2023

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[Journal Article] Non-negative tensor factorization workflow for time series biomedical data2023

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[Journal Article] 自閉症スペクトラム障害(ASD)の早期リスク因子の網羅的探索2023

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Ishikawa Tetsuo 石川哲朗

ISHIKAWA TETSUO 石川哲朗