Komatsu Masaaki 小松正明

Researcher Number	70750842
Other IDs
Affiliation (Current)	2025: 国立研究開発法人理化学研究所, 革新知能統合研究センター, 副チームディレクター
Affiliation (based on the past Project Information) *help	2025: 国立研究開発法人理化学研究所, 革新知能統合研究センター, 副チームディレクター 2019 – 2024: 国立研究開発法人理化学研究所, 革新知能統合研究センター, 副チームリーダー
Review Section/Research Field	Principal Investigator Basic Section 90130:Medical systems-related / Basic Section 56040:Obstetrics and gynecology-related Except Principal Investigator Basic Section 56040:Obstetrics and gynecology-related
Keywords	Principal Investigator 超音波診断支援システム / エピゲノム / ロボット / ChIP-seq / マルチオミックス解析 / ロボット技術 / 人工知能 / 卵巣がん Except Principal Investigator 人工知能 / 妊娠高血圧腎症 … More / 超音波検査 / 胎児発育不全 / 総肺静脈還流異常症 / 胎児超音波検査 / 肺静脈還流異常 / 出生前超音波診断 / 胎児心臓 / 出生前診断 / 先天性心疾患 Less

生成AIを活用したポイントオブケア超音波診断支援システムの開発Principal Investigator
- Principal Investigator
  
  小松正明
- Project Period (FY)
  2025 – 2027
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 90130:Medical systems-related
- Research Institution
  Institute of Physical and Chemical Research
Predicting Placental Dysfunction in Ultrasound Examination Using Deep Learning
- Principal Investigator
  
  小松玲奈 (香川玲奈)
- Project Period (FY)
  2024 – 2026
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 56040:Obstetrics and gynecology-related
- Research Institution
  Showa University
深層学習を用いた総肺静脈還流異常症の超音波画像診断支援技術の開発
- Principal Investigator
  
  小松玲奈 (香川玲奈)
- Project Period (FY)
  2021 – 2024
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 56040:Obstetrics and gynecology-related
- Research Institution
  Showa University
Next generation epigenomics using artificial intelligence and robotics in ovarian cancerPrincipal Investigator
- Principal Investigator
  
  Komatsu Masaaki
- Project Period (FY)
  2019 – 2021
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 56040:Obstetrics and gynecology-related
- Research Institution
  Institute of Physical and Chemical Research

All 2023 2022 2021 2020 2019

All Journal Article Presentation

[Journal Article] 今月の臨床 AIがもたらす産婦人科医療の変革産科 AIを用いた胎児心臓超音波スクリーニング支援システムの開発2023
- Author(s)
  小松玲奈
- Journal Title
  
  臨床婦人科産科
  
  Volume: 77 Issue: 12 Pages: 1184-1189
- DOI
  10.11477/mf.1409211105
- ISSN
  0386-9865, 1882-1294
- Year and Date
  2023-12-10
- Data Source
  KAKENHI-PROJECT-21K09456
[Journal Article] Medical Professional Enhancement Using Explainable Artificial Intelligence in Fetal Cardiac Ultrasound Screening2022
- Author(s)
  Sakai Akira、Komatsu Masaaki、Komatsu Reina、Matsuoka Ryu、Yasutomi Suguru、Dozen Ai、Shozu Kanto、Arakaki Tatsuya、Machino Hidenori、Asada Ken、Kaneko Syuzo、Sekizawa Akihiko、Hamamoto Ryuji
- Journal Title
  
  Biomedicines
  
  Volume: 10 Issue: 3 Pages: 551-551
- DOI
  10.3390/biomedicines10030551
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K09456, KAKENHI-PROJECT-21K15519
[Journal Article] The metabolic stress-activated checkpoint LKB1-MARK3 axis acts as a tumor suppressor in high-grade serous ovarian carcinoma2022
- Author(s)
  Hidenori Machino, Syuzo Kaneko, Masaaki Komatsu, Noriko Ikawa, Ken Asada, Ryuichiro Nakato, Kanto Shozu, Ai Dozen, Kenbun Sone, Hiroshi Yoshida, Tomoyasu Kato, Katsutoshi Oda, Yutaka Osuga, Tomoyuki Fujii, Gottfried von Keudell, Vassiliki Saloura, Ryuji Hamamoto
- Journal Title
  
  Communications Biology
  
  Volume: 5 Issue: 1 Pages: 39-39
- DOI
  10.1038/s42003-021-02992-4
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K09768, KAKENHI-PROJECT-19K09775, KAKENHI-PROJECT-20H03820, KAKENHI-PROJECT-21H03550, KAKENHI-PROJECT-21K09466, KAKENHI-PROJECT-21K15519, KAKENHI-PROJECT-21H03074
[Journal Article] 胎児超音波検査とAI2021
- Author(s)
  小松玲奈
- Journal Title
  
  日本産科婦人科学会雑誌
  
  Volume: 73 Pages: 1630-1633
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21K09456
[Journal Article] Shadow Estimation for Ultrasound Images Using Auto-Encoding Structures and Synthetic Shadows2021
- Author(s)
  Yasutomi Suguru、Arakaki Tatsuya、Matsuoka Ryu、Sakai Akira、Komatsu Reina、Shozu Kanto、Dozen Ai、Machino Hidenori、Asada Ken、Kaneko Syuzo、Sekizawa Akihiko、Hamamoto Ryuji、Komatsu Masaaki
- Journal Title
  
  Applied Sciences
  
  Volume: 11 Issue: 3 Pages: 1127-1127
- DOI
  10.3390/app11031127
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K05550, KAKENHI-PROJECT-21K09456
[Journal Article] Integrated Analysis of Whole Genome and Epigenome Data Using Machine Learning Technology: Toward the Establishment of Precision Oncology2021
- Author(s)
  Ken Asada, Syuzo Kaneko, Ken Takasawa, Hidenori Machino, Satoshi Takahashi, Norio Shinkai, Ryo Shimoyama, Masaaki Komatsu, Ryuji Hamamoto
- Journal Title
  
  Frontiers in Oncology
  
  Volume: 11 Pages: 666937-666937
- DOI
  10.3389/fonc.2021.666937
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-19K09768, KAKENHI-PROJECT-21H03550
[Journal Article] Detection of Cardiac Structural Abnormalities in Fetal Ultrasound Videos Using Deep Learning2021
- Author(s)
  Komatsu Masaaki、Sakai Akira、Komatsu Reina、Matsuoka Ryu、Yasutomi Suguru、Shozu Kanto、Dozen Ai、Machino Hidenori、Hidaka Hirokazu、Arakaki Tatsuya、Asada Ken、Kaneko Syuzo、Sekizawa Akihiko、Hamamoto Ryuji
- Journal Title
  
  Applied Sciences
  
  Volume: 11 Issue: 1 Pages: 371-371
- DOI
  10.3390/app11010371
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K05550, KAKENHI-PROJECT-21K09456
[Journal Article] Genome-Wide Chromatin Analysis of FFPE Tissues Using a Dual-Arm Robot with Clinical Potential2021
- Author(s)
  Kaneko S、Mitsuyama T、Shiraishi K、Ikawa N、Shozu K、Dozen A、Machino H、Asada K、Komatsu M、Kukita A、Sone K、Yoshida H、Motoi N、Hayami S、Yoneoka Y、Kato T、Kohno T、Natsume T、Keudell GV、Saloura V、Yamaue H、Hamamoto R
- Journal Title
  
  Cancers
  
  Volume: 13 Issue: 9 Pages: 2126-2126
- DOI
  10.3390/cancers13092126
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K11542, KAKENHI-PROJECT-19K09768, KAKENHI-PROJECT-20H03820
[Journal Article] Critical Roles of N6-Methyladenosine (m6A) in Cancer and Virus Infection2020
- Author(s)
  Asada Ken、Bolatkan Amina、Takasawa Ken、Komatsu Masaaki、Kaneko Syuzo、Hamamoto Ryuji
- Journal Title
  
  Biomolecules
  
  Volume: 10 Issue: 7 Pages: 1071-1071
- DOI
  10.3390/biom10071071
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K09768, KAKENHI-PROJECT-18K05550
[Journal Article] Epigenetic Modifier SETD8 as a Therapeutic Target for High-Grade Serous Ovarian Cancer2020
- Author(s)
  Wada Miku、Kukita Asako、Sone Kenbun、Hamamoto Ryuji、Kaneko Syuzo、Komatsu Masaaki、Takahashi Yu、Inoue Futaba、Kojima Machiko、Honjoh Harunori、Taguchi Ayumi、Kashiyama Tomoko、Miyamoto Yuichiro、Tanikawa Michihiro、Tsuruga Tetsushi、Mori-Uchino Mayuyo、Wada-Hiraike Osamu、Osuga Yutaka、Fujii Tomoyuki
- Journal Title
  
  Biomolecules
  
  Volume: 10 Issue: 12 Pages: 1686-1686
- DOI
  10.3390/biom10121686
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K09768, KAKENHI-PROJECT-19K09775, KAKENHI-PROJECT-20H03820, KAKENHI-PROJECT-18K09248, KAKENHI-PROJECT-18K11542
[Journal Article] Application of Artificial Intelligence Technology in Oncology: Towards the Establishment of Precision Medicine2020
- Author(s)
  Hamamoto Ryuji、Suvarna Kruthi、Yamada Masayoshi、Kobayashi Kazuma、Shinkai Norio、Miyake Mototaka、Takahashi Masamichi、Jinnai Shunichi、Shimoyama Ryo、Sakai Akira、Takasawa Ken、Bolatkan Amina、Shozu Kanto、Dozen Ai、Machino Hidenori、Takahashi Satoshi、Asada Ken、Komatsu Masaaki、Sese Jun、Kaneko Syuzo
- Journal Title
  
  Cancers
  
  Volume: 12 Issue: 12 Pages: 3532-3532
- DOI
  10.3390/cancers12123532
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K09768, KAKENHI-PROJECT-18K05550, KAKENHI-PROJECT-18K11542
[Journal Article] Epigenetics Analysis and Integrated Analysis of Multiomics Data, Including Epigenetic Data, Using Artificial Intelligence in the Era of Precision Medicine2019
- Author(s)
  Hamamoto Ryuji、Komatsu Masaaki、Takasawa Ken、Asada Ken、Kaneko Syuzo
- Journal Title
  
  Biomolecules
  
  Volume: 10 Issue: 1 Pages: 62-62
- DOI
  10.3390/biom10010062
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K11542, KAKENHI-PROJECT-19K09768, KAKENHI-PUBLICLY-18H04908, KAKENHI-PROJECT-19H03429
[Presentation] 総肺静脈還流異常症の検出を目的とした肺静脈左心房還流のAI自動評価2023
- Author(s)
  小松玲奈, 松岡隆, 小松正明, 青山利奈, 酒井彬, 瀬藤悠暉, 原田直明, 岩本和樹, 浜本隆二, 関沢明彦
- Organizer
  第96回日本超音波医学会
- Data Source
  KAKENHI-PROJECT-21K09456
[Presentation] AI-based automatic detection of PV-LA connections is useful in screening for TAPVC2023
- Author(s)
  Komatsu R, Matsuoka R,Komatsu M,Aoyama R, Harada N,Setoh H,Sakai A,Iwamoto K,Hamamoto R, Sekizawa A.
- Organizer
  33rd World Congress on Ultrasound in Obstetrics and Gynecology
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K09456
[Presentation] Automated evaluation of pulmonary venous drainage into the left atrium in the second trimester ultrasound screening of the fetal heart.2022
- Author(s)
  Reina Komatsu, Ryu Matsuoka, Rina Aoyama, Akira Sakai, Shunzaburo Ono, Tatsuya Arakaki, Mayumi Tokunaka, Suguru Yasutomi, Naoaki Harada, Kazuki Iwamoto, Masaaki Komatsu, Ryuji Hamamoto, Akihiko Sekizawa
- Organizer
  32nd World Congress on Ultrasound in Obstetrics and Gynecology
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K09456
[Presentation] シンポジウム産婦人科 1 　胎児心臓超音波スクリーニングにおける AI の活用2022
- Author(s)
  小松　玲奈
- Organizer
  日本超音波医学会　第95回学術集会
- Invited
- Data Source
  KAKENHI-PROJECT-21K09456
[Presentation] 胎児心臓とAI2022
- Author(s)
  小松　玲奈
- Organizer
  日本産婦人科超音波学会研究会(JSUOG) 第 2 回教育セミナー
- Invited
- Data Source
  KAKENHI-PROJECT-21K09456
[Presentation] 胎児超音波検査とAI2021
- Author(s)
  小松玲奈
- Organizer
  第73回日本産科婦人科学会・学術講演会　生涯研修プログラム5
- Invited
- Data Source
  KAKENHI-PROJECT-21K09456
[Presentation] 説明可能AIの活用は胎児先天性心疾患検出率向上に寄与するか？2021
- Author(s)
  小松玲奈、松岡隆、酒井彬、小松正明、安富優、相澤利奈、新垣達也、浜本隆二、関沢明彦
- Organizer
  日本胎児心臓病学会　第28回学術集会パネルディスカッション1
- Data Source
  KAKENHI-PROJECT-21K09456
[Presentation] Integrative analysis revealed early epigenetic changes in high-grade serous ovarian carcinogenesis2021
- Author(s)
  Hidenori Machino, Ai Dozen, Masaaki Komatsu, Kohei Nakamura, Kanto Shozu, Syuzo Kaneko, Ken Asada, Hiroshi Yoshida, Tomoyasu Kato, Kentaro Nakayama, Satoru Kyo, Ryuji Hamamoto
- Organizer
  第80回日本癌学会学術総会
- Data Source
  KAKENHI-PROJECT-19K09768
[Presentation] Epigenetic and functional analyses of PRELP gene in ovarian cancer2021
- Author(s)
  Masaaki Komatsu, Ai Dozen, Kanto Shozu, Syuzo Kaneko, Hidenori Machino, Ken Asada, Hiroshi Yoshida, Tomoyasu Kato, Ryuji Hamamoto
- Organizer
  第80回日本癌学会学術総会
- Data Source
  KAKENHI-PROJECT-19K09768
[Presentation] Clinical epigenetic analysis with robotics in ovarian cancer.2020
- Author(s)
  Masaaki Komatsu, Syuzo Kaneko, Ken Asada, Hiroshi Yoshida, Tomoyasu Kato, Ryuji Hamamoto.
- Organizer
  第79回日本癌学会学術総会
- Data Source
  KAKENHI-PROJECT-19K09768
[Presentation] Biological mechanisms of PRELP in ovarian cancer.2020
- Author(s)
  Kanto Shozu, Masaaki Komatsu, Syuzo Kaneko, Ai Dozen, Hidenori Machino, Akitoshi Nakashima, Shigeru Saito, Ken Asada, Ryuji Hamamoto.
- Organizer
  第79回日本癌学会学術総会
- Data Source
  KAKENHI-PROJECT-19K09768
[Presentation] WNT7A gene was regulated by epigenetic changes and associated with tumorigenesis in ovarian clear cell carcinoma.2020
- Author(s)
  Kanto Shozu, Masaaki Komatsu, Syuzo Kaneko, Ai Dozen, Hidenori Machino, Akitoshi Nakashima, Shigeru Saito, Tomoyasu Kato, Ryuji Hamamoto.
- Organizer
  第72回日本産科婦人科学会学術講演会
- Data Source
  KAKENHI-PROJECT-19K09768
[Presentation] Novel clinical epigenetics using robotics toward precision medicine in ovarian cancer.2020
- Author(s)
  Masaaki Komatsu, Ai Dozen, Kanto Shozu, Hidenori Machino, Tomoyasu Kato, Ryuji Hamamoto.
- Organizer
  第72回日本産科婦人科学会学術講演会
- Data Source
  KAKENHI-PROJECT-19K09768
[Presentation] LKB1-MARK3 axis is a novel stress-activated cell cycle checkpoint and dysregulated in high-grade serous ovarian cancer.2020
- Author(s)
  Hidenori Machino, Syuzo Kaneko, Masaaki Komatsu, Ken Asada, Ai Dozen, Kanto Shozu, Ryuji Hamamoto.
- Organizer
  第79回日本癌学会学術総会
- Data Source
  KAKENHI-PROJECT-19K09768
[Presentation] Integrative multi-omics analysis of multistage carcinogenesis in high-grade serous ovarian cancer.2020
- Author(s)
  Ai Dozen, Masaaki Komatsu, Hidenori Machino, Kohei Nakamura, Syuzo Kaneko, Kanto Shozu, Ken Asada, Tatsuaki Chiyoda, Kentaro Nakayama, Daisuke Aoki, Satoru Kyo, Ryuji Hamamoto.
- Organizer
  第79回日本癌学会学術総会
- Data Source
  KAKENHI-PROJECT-19K09768
[Presentation] Epigenetic regulation of epithelial cell integrity through extracellular matrix in ovarian cancer2019
- Author(s)
  Ai Dozen, Masaaki Komatsu, Syuzo Kaneko, Kanto Shozu, Hidenori Machino, Tatsuyuki Chiyoda, Daisuke Aoki, Ryuji Hamamoto
- Organizer
  第78回日本癌学会学術総会
- Data Source
  KAKENHI-PROJECT-19K09768
[Presentation] Epigenetic regulation of the WNT7A gene in ovarian clear cell carcinoma2019
- Author(s)
  Kanto Shozu, Masaaki Komatsu, Syuzo Kaneko, Ai Dozen, Hidenori Machino, Akitoshi Nakashima, Shigeru Saito, Ryuji Hamamoto
- Organizer
  第78回日本癌学会学術総会
- Data Source
  KAKENHI-PROJECT-19K09768
[Presentation] Tumor suppressive roles of MARK3 in high-grade serous ovarian carcinomas2019
- Author(s)
  Hidenori Machino, Syuzo Kaneko, Masaaki Komatsu, Ai Dozen, Kanto Shozu, Ryuji Hamamoto
- Organizer
  第78回日本癌学会学術総会
- Data Source
  KAKENHI-PROJECT-19K09768
[Presentation] Clinical epigenetics using artificial intelligence and robotics in ovarian cancer2019
- Author(s)
  Masaaki Komatsu, Syuzo Kaneko, Ken Asada, Tomoyasu Kato, Ryuji Hamamoto
- Organizer
  第78回日本癌学会学術総会
- Data Source
  KAKENHI-PROJECT-19K09768

1. 小松玲奈 (30368633)

# of Collaborated Projects: 2 results

# of Collaborated Products: 9 results
2. 浜本隆二 (80321800)

# of Collaborated Projects: 1 results

# of Collaborated Products: 19 results
3. 金子修三 (10777006)

# of Collaborated Projects: 1 results

# of Collaborated Products: 18 results
4. 浅田健 (70773414)

# of Collaborated Projects: 1 results

# of Collaborated Products: 13 results

Komatsu Masaaki 小松 正明

Research Projects

Research Products

Co-Researchers

生成AIを活用したポイントオブケア超音波診断支援システムの開発Principal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Predicting Placental Dysfunction in Ultrasound Examination Using Deep Learning

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

深層学習を用いた総肺静脈還流異常症の超音波画像診断支援技術の開発

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Next generation epigenomics using artificial intelligence and robotics in ovarian cancerPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

[Journal Article] 今月の臨床 AIがもたらす産婦人科医療の変革 産科 AIを用いた胎児心臓超音波スクリーニング支援システムの開発2023

Author(s)

Journal Title

DOI

ISSN

Year and Date

Data Source

[Journal Article] Medical Professional Enhancement Using Explainable Artificial Intelligence in Fetal Cardiac Ultrasound Screening2022

Author(s)

Journal Title

DOI

Data Source

[Journal Article] The metabolic stress-activated checkpoint LKB1-MARK3 axis acts as a tumor suppressor in high-grade serous ovarian carcinoma2022

Author(s)

Journal Title

DOI

Data Source

[Journal Article] 胎児超音波検査とAI2021

Author(s)

Journal Title

Data Source

[Journal Article] Shadow Estimation for Ultrasound Images Using Auto-Encoding Structures and Synthetic Shadows2021

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Integrated Analysis of Whole Genome and Epigenome Data Using Machine Learning Technology: Toward the Establishment of Precision Oncology2021

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Detection of Cardiac Structural Abnormalities in Fetal Ultrasound Videos Using Deep Learning2021

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Genome-Wide Chromatin Analysis of FFPE Tissues Using a Dual-Arm Robot with Clinical Potential2021

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Critical Roles of N6-Methyladenosine (m6A) in Cancer and Virus Infection2020

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Epigenetic Modifier SETD8 as a Therapeutic Target for High-Grade Serous Ovarian Cancer2020

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Application of Artificial Intelligence Technology in Oncology: Towards the Establishment of Precision Medicine2020

Komatsu Masaaki 小松正明

[Journal Article] 今月の臨床 AIがもたらす産婦人科医療の変革産科 AIを用いた胎児心臓超音波スクリーニング支援システムの開発2023

[Presentation] シンポジウム産婦人科 1 　胎児心臓超音波スクリーニングにおける AI の活用2022