Mizuno Satoshi 水野聖士

… Alternative Names

Satoshi Mizuno 水野聖士

SATOSHI MIZUNO 水野聖士

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Researcher Number	80646795
Other IDs
Affiliation (Current)	2025: 東北大学, 東北メディカル・メガバンク機構, 講師
Affiliation (based on the past Project Information) *help	2023 – 2024: 東北大学, 東北メディカル・メガバンク機構, 講師 2020 – 2023: 東北大学, 東北メディカル・メガバンク機構, 助教 2018: 東北大学, 東北メディカル・メガバンク機構, 助手 2017 – 2018: 東北大学, 東北メディカル・メガバンク機構, 助教 2016: 東北大学, 東北メディカル・メガバンク機構, 助手
Review Section/Research Field	Principal Investigator Basic Section 62010:Life, health and medical informatics-related / Obstetrics and gynecology Except Principal Investigator Basic Section 62010:Life, health and medical informatics-related
Keywords	Principal Investigator 妊娠高血圧症候群 / 機械学習 / バイオインフォマティクス / 精密医療 / AI / 時系列クラスタリング / 臨床的多様性 / 層別化 / 医学情報学 / 社会医学 … More / 人工知能 / 生命情報 / 産科学 / 産婦人科学 / 生命情報学 / 情報学 / HDP / 産科 / 深層学習 / 早期診断支援 / フェノタイピング … More Except Principal Investigator システム生物 / 生命情報 / 疾患アトラクター / 深層学習 / 機械学習 / アルツハイマー病 / 遺伝子・環境相互作用 / 多因子疾患の発症機序 Less

遺伝・環境要因相互作用を捉える人工知能に基づく疾患関連因子の全体像理解の手法開発Principal Investigator
- Principal Investigator
  
  水野聖士
- Project Period (FY)
  2024 – 2027
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 62010:Life, health and medical informatics-related
- Research Institution
  Tohoku University
Systems pathology approach using deep learning to understand the effect of environmental exposure on the pathogenesis of common diseases
- Principal Investigator
  
  荻島創一
- Project Period (FY)
  2021 – 2023
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 62010:Life, health and medical informatics-related
- Research Institution
  Tohoku University
Development of a stratification method to identify sub-clusters reflecting the clinical diversity of non-communicable diseasesPrincipal Investigator
- Principal Investigator
  
  Satoshi Mizuno
- Project Period (FY)
  2020 – 2023
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 62010:Life, health and medical informatics-related
- Research Institution
  Tohoku University
Buildling of work-flow to develop machine learning model for prediction of Hypertensive disorders of pregnancy (HDP)Principal Investigator
- Principal Investigator
  
  SATOSHI MIZUNO
- Project Period (FY)
  2016 – 2018
- Research Category
  
  Grant-in-Aid for Young Scientists (B)
- Research Field
  
  Obstetrics and gynecology
- Research Institution
  Tohoku University

All 2024 2023 2022 2018 2017

All Journal Article Presentation Book

[Book] データ収集・保管・管理. ヒト生体試料・データ取扱い実践ハンドブック2023
- Author(s)
  森崎隆幸，西原広史，宮地勇人, 水野聖士
- Total Pages
  270
- Publisher
  羊土社
- Data Source
  KAKENHI-PROJECT-20K19914
[Book] 革新的AI創薬2022
- Author(s)
  小長谷明彦, 水野聖士
- Total Pages
  390
- Publisher
  エヌ・ティー・エス
- ISBN
  9784860437886
- Data Source
  KAKENHI-PROJECT-20K19914
[Journal Article] Development of phenotyping algorithms for hypertensive disorders of pregnancy (HDP) and their application in more than 22,000 pregnant women2024
- Author(s)
  Mizuno Satoshi、Wagata Maiko、Nagaie Satoshi、Ishikuro Mami、Obara Taku、Tamiya Gen、Kuriyama Shinichi、Tanaka Hiroshi、Yaegashi Nobuo、Yamamoto Masayuki、Sugawara Junichi、Ogishima Soichi
- Journal Title
  
  Scientific Reports
  
  Volume: 14 Issue: 1 Pages: 6292-6292
- DOI
  10.1038/s41598-024-55914-9
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20K19914, KAKENHI-PROJECT-21H03537
[Journal Article] Secondhand smoke exposure is associated with the risk of hypertensive disorders of pregnancy: the Japan Environment and Children’s Study2023
- Author(s)
  Tanaka Kosuke 、...、Mizuno Satoshi 、...、Metoki Hirohito
- Journal Title
  
  Hypertension Research
  
  Volume: 46 Issue: 4 Pages: 834-844
- DOI
  10.1038/s41440-022-01144-3
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-21H03537
[Journal Article] Establishment of the early prediction models of low-birth-weight reveals influential genetic and environmental factors: a prospective cohort study2023
- Author(s)
  Mizuno Satoshi、Nagaie Satoshi、Tamiya Gen、Kuriyama Shinichi、Obara Taku、Ishikuro Mami、Tanaka Hiroshi、Kinoshita Kengo、Sugawara Junichi、Yamamoto Masayuki、Yaegashi Nobuo、Ogishima Soichi
- Journal Title
  
  BMC Pregnancy and Childbirth
  
  Volume: 23 Issue: 1 Pages: 628-628
- DOI
  10.1186/s12884-023-05919-5
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20K19914, KAKENHI-PROJECT-21H03537
[Journal Article] Effect of Nicotinamide Mononucleotide Concentration in Human Milk on Neurodevelopmental Outcome: The Tohoku Medical Megabank Project Birth and Three-Generation Cohort Study2023
- Author(s)
  Saito Yoshie、Sato Keigo、Jinno Shinji、Nakamura Yoshitaka、Nobukuni Takahiro、Ogishima Soichi、Mizuno Satoshi、Koshiba Seizo、Kuriyama Shinichi、Ohneda Kinuko、Morifuji Masashi
- Journal Title
  
  Nutrients
  
  Volume: 16 Issue: 1 Pages: 145-145
- DOI
  10.3390/nu16010145
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-21K06816, KAKENHI-PROJECT-21H03537
[Journal Article] A knowledge representation model for family relationship to three generation2022
- Author(s)
  Shimokawa Kazuro、Mami Ishikuro、Taku Obara、Hirohito Metoki、Satoshi Mizuno、....、Soichi Ogishima、....、Hiroshi Tanaka
- Journal Title
  
  Bioinformation
  
  Volume: 18 Issue: 12 Pages: 1166-1172
- DOI
  10.6026/973206300181166
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-21H03537
[Journal Article] Identification of mild cognitive impairment subtypes predicting conversion to Alzheimer’s disease using multimodal data2022
- Author(s)
  Kikuchi M, Kobayashi K, Itoh S, Kasuga K, Miyashita A, Ikeuchi T, Yumoto E, Kosaka Y, Fushimi Y, Takeda T, Manabe S, Hattori S; Alzheimer's Disease Neuroimaging Initiative; Nakaya A, Kamijo K, Matsumura Y
- Journal Title
  
  Computational and Structural Biotechnology Journal
  
  Volume: 20 Pages: 5296-5308
- DOI
  10.1016/j.csbj.2022.08.007
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-19K06629, KAKENHI-PROJECT-20K07196, KAKENHI-PROJECT-20K15778, KAKENHI-PROJECT-21H03537
[Journal Article] SYNE1-ataxia: clinicopathologic features of an autopsied patient with novel compound heterozygous mutations2022
- Author(s)
  Saito Rie、Hara Norikazu、Tada Mari、Wakabayashi Masatoshi、Miyashita Akinori、Nishizawa Masatoyo、Onodera Osamu、Ikeuchi Takeshi、Kakita Akiyoshi
- Journal Title
  
  Journal of Neuropathology & Experimental Neurology
  
  Volume: 82 Issue: 3 Pages: 267-271
- DOI
  10.1093/jnen/nlac120
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-23K24256, KAKENHI-PROJECT-21H03537
[Presentation] 低出生体重の層別化に基づく環境・遺伝要因による予測モデルの開発2023
- Author(s)
  水野聖士
- Organizer
  情報計算化学生物学会2023年大会
- Data Source
  KAKENHI-PROJECT-20K19914
[Presentation] Development of Took Medical Megabank Integrated Database "dbTMM" and phenotyping2018
- Author(s)
  Mizuno S
- Organizer
  The 5th CWRU-Tohoku Joint Workshop
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16K20899
[Presentation] 妊娠高血圧症候群（HDP）患者の病型分類のためのフェノタイピングアルゴリズムの開発と大規模前向きゲノムコホートへの適用2018
- Author(s)
  水野聖士、和形麻衣子、永家聖、田宮元、栗山進一、田中博、八重樫伸生、菅原準一、荻島創一
- Organizer
  第39回日本妊娠高血圧学会学術集会
- Data Source
  KAKENHI-PROJECT-16K20899
[Presentation] 妊娠高血圧症候群のフェノタイピングアルゴリズムの検討2018
- Author(s)
  水野聖士
- Organizer
  第28回日本疫学会学術総会
- Data Source
  KAKENHI-PROJECT-16K20899
[Presentation] Development of a phenotyping algorithm for Hypertensive Disorders of Pregnancy (HDP) in large-scale prospective genome cohort study2018
- Author(s)
  Mizuno S, Wagata M, Nagaie S, Tamiya G, Kuriyama S, Tanaka H, Yaegashi N, Sugawara J, Ogishima S
- Organizer
  ISSHP2018
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16K20899
[Presentation] 妊娠高血圧症候群の早期診断支援へ向けた機械学習の開発と知識ベースの構築2018
- Author(s)
  水野聖士
- Organizer
  第1回生命情報学研究会
- Invited
- Data Source
  KAKENHI-PROJECT-16K20899
[Presentation] 妊娠高血圧症候群（HDP）フェノタイピングのためのアルゴリズムの検討2018
- Author(s)
  水野聖士、菅原準一、八重樫伸生
- Organizer
  第70回日本産科婦人科学会
- Data Source
  KAKENHI-PROJECT-16K20899
[Presentation] 疾患概念を構造化した妊娠高血圧腎症オントロジー（PEO）の開発2017
- Author(s)
  水野聖士
- Organizer
  第38回日本妊娠高血圧学会総会・学術講演会
- Data Source
  KAKENHI-PROJECT-16K20899
[Presentation] 妊娠高血圧症候群の早期診断支援のための機械学習とゲノム情報の利活用2017
- Author(s)
  水野聖士
- Organizer
  NGS現場の会第５回大会
- Data Source
  KAKENHI-PROJECT-16K20899

1. 荻島創一 (40447496)

# of Collaborated Projects: 1 results

# of Collaborated Products: 1 results
2. 川島秀一 (50314274)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
3. 宮下哲典 (60323995)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
4. 片山俊明 (60396869)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
5. 鎌田真由美 (70749077)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
6. 小島諒介 (70807651)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
7. 中谷明弘

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results
8. 大根田絹子

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results
9. 柿田明美

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results
10. 池内健

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results
11. 他田真理

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results

Mizuno Satoshi 水野 聖士

Satoshi Mizuno 水野 聖士

SATOSHI MIZUNO 水野 聖士

Research Projects

Research Products

Co-Researchers

遺伝・環境要因相互作用を捉える人工知能に基づく疾患関連因子の全体像理解の手法開発Principal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Systems pathology approach using deep learning to understand the effect of environmental exposure on the pathogenesis of common diseases

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Development of a stratification method to identify sub-clusters reflecting the clinical diversity of non-communicable diseasesPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Buildling of work-flow to develop machine learning model for prediction of Hypertensive disorders of pregnancy (HDP)Principal Investigator

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

[Book] データ収集・保管・管理. ヒト生体試料・データ取扱い実践ハンドブック2023

Author(s)

Total Pages

Publisher

Data Source

[Book] 革新的AI創薬2022

Author(s)

Total Pages

Publisher

ISBN

Data Source

[Journal Article] Development of phenotyping algorithms for hypertensive disorders of pregnancy (HDP) and their application in more than 22,000 pregnant women2024

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Secondhand smoke exposure is associated with the risk of hypertensive disorders of pregnancy: the Japan Environment and Children’s Study2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Establishment of the early prediction models of low-birth-weight reveals influential genetic and environmental factors: a prospective cohort study2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Effect of Nicotinamide Mononucleotide Concentration in Human Milk on Neurodevelopmental Outcome: The Tohoku Medical Megabank Project Birth and Three-Generation Cohort Study2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] A knowledge representation model for family relationship to three generation2022

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Identification of mild cognitive impairment subtypes predicting conversion to Alzheimer’s disease using multimodal data2022

Author(s)

Journal Title

DOI

Data Source

[Journal Article] SYNE1-ataxia: clinicopathologic features of an autopsied patient with novel compound heterozygous mutations2022

Author(s)

Journal Title

DOI

Data Source

[Presentation] 低出生体重の層別化に基づく環境・遺伝要因による予測モデルの開発2023

Author(s)

Organizer

Data Source

Mizuno Satoshi 水野聖士

Satoshi Mizuno 水野聖士

SATOSHI MIZUNO 水野聖士