Ishikawa Tetsuo 石川哲朗

… Alternative Names

石川哲朗イシカワテツオ

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Researcher Number	90824160
Other IDs
Affiliation (Current)	2025: 慶應義塾大学, 医学部(信濃町), 准教授 2025: 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 – 2023: 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 / 時系列分析 / 急性疾患 / 慢性疾患 / インフォベイランス … More / 情報疫学 / 可視化 / 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 / 層別化 / 時系列 / 疾患 / 健康状態 / ランドスケープ … More Except Principal Investigator Audio-motor Synchrony / 縦断研究 / 発達 / 胎児 / 睡眠 / ASD / 生体リズム 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 – 2024
- 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
  
  石川哲朗
- 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 2024 2023 2022 2021 2020 Other

All Journal Article Presentation Patent Other

[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] 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] 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-23K24171, KAKENHI-PROJECT-23K27470
[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] 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] 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] 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
[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] 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] 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] 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] 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] 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] 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] 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] 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] 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] 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] 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] 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] 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] 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] 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] 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] 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] 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] 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] 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] 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] 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] 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] 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] 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] 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] 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
[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
[]

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: 1 results
3. 奥野晶子 (70848944)

# of Collaborated Projects: 1 results

# of Collaborated Products: 1 results
4. 渡部基信 (30649306)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
5. 小西行彦 (60528157)

# of Collaborated Projects: 1 results

# of Collaborated Products: 1 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

石川 哲朗 イシカワ テツオ

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

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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] 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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[Journal Article] Monitoring of blood biochemical markers for periprosthetic joint infection using ensemble machine learning and UMAP embedding2023

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

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[Journal Article] Detecting time-evolving phenotypic components of adverse reactions against BNT162b2 SARS-CoV-2 vaccine via non-negative tensor factorization2022

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[Journal Article] Proteogenomic landscape and clinical characterization of GH-producing pituitary adenomas/somatotroph pituitary neuroendocrine tumors2022

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[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

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[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

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[Journal Article] Development and validation of machine learning prediction model for post-rehabilitation functional outcome after intracerebral hemorrhage2022

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Ishikawa Tetsuo 石川哲朗

石川哲朗イシカワテツオ