Komatsu Reina 小松玲奈 (香川玲奈)

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香川玲奈

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Researcher Number	30368633
Other IDs
Affiliation (Current)	2026: 昭和医科大学, 医学部, 助教
Affiliation (based on the past Project Information) *help	2021 – 2024: 昭和大学, 医学部, 助教
Review Section/Research Field	Principal Investigator Basic Section 56040:Obstetrics and gynecology-related
Keywords	Principal Investigator 人工知能 / 胎児超音波検査 / 超音波検査 / 妊娠高血圧腎症 / 胎児発育不全 / 総肺静脈還流異常症 / 肺静脈還流異常 / 出生前超音波診断 / 胎児心臓 / 出生前診断 / スクリーニング / 胎児心臓超音波検査 / 先天性心疾患

Predicting Placental Dysfunction in Ultrasound Examination Using Deep LearningPrincipal Investigator
- 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
Development of Deep Learning- Based Ultrasound Diagnostic Support for Total Anomalous Pulmonary Venous Connection (TAPVC)Principal Investigator
- Principal Investigator
  
  Komatsu Reina
- 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

All 2025 2024 2023 2022 2021

All Journal Article Presentation

[Journal Article] 特集産婦人科領域における情報リテラシー-ビッグデータとバイオインフォマティクスの活用 5.周産期領域におけるAIの活用2024
- Author(s)
  小松玲奈
- Journal Title
  
  産婦人科の実際
  
  Volume: 73 Issue: 8 Pages: 791-796
- DOI
  10.18888/sp.0000003047
- ISSN
  0558-4728
- Year and Date
  2024-08-01
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21K09456, KAKENHI-PROJECT-24K12634
[Journal Article] Automated Assessment of the Pulmonary Artery-to-Ascending Aorta Ratio in Fetal Cardiac Ultrasound Screening Using Artificial Intelligence2024
- Author(s)
  Aoyama Rina、Komatsu Masaaki、Harada Naoaki、Komatsu Reina、Sakai Akira、Takeda Katsuji、Teraya Naoki、Asada Ken、Kaneko Syuzo、Iwamoto Kazuki、Matsuoka Ryu、Sekizawa Akihiko、Hamamoto Ryuji
- Journal Title
  
  Bioengineering
  
  Volume: 11 Issue: 12 Pages: 1256-1256
- DOI
  10.3390/bioengineering11121256
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-21K09456, KAKENHI-PROJECT-24K03039, KAKENHI-PROJECT-24K12634
[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] 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] 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
[Presentation] 胎児心臓スクリーニングの現状と未来 AI搭載医療機器プログラムの実臨床応用2025
- Author(s)
  小松玲奈
- Organizer
  日本周産期・新生児医学会第43回周産期学シンポジウム
- Data Source
  KAKENHI-PROJECT-24K12634
[Presentation] Synergy between AI engineers and clinicians: Transforming fetal heart screening2025
- Author(s)
  Reina Komatsu
- Organizer
  第4回日本産婦人科超音波研究会学術集会
- Data Source
  KAKENHI-PROJECT-24K12634
[Presentation] Synergy between AI engineers and clinicians: Transforming fetal heart screening.2025
- Author(s)
  Reina Komatsu
- Organizer
  第4回日本産婦人科超音波研究会学術集会
- Data Source
  KAKENHI-PROJECT-21K09456
[Presentation] 胎児心臓超音波スクリーニング支援システムの社会実装2025
- Author(s)
  小松玲奈
- Organizer
  日本胎児心臓病学会第31回学術集会, シンポジウム
- Data Source
  KAKENHI-PROJECT-24K12634
[Presentation] 総肺静脈還流異常症スクリーニングの全自動AIシステム開発.2024
- Author(s)
  青山利奈, 小松正明, 原田直明, 酒井彬, 高澤建, 竹田勝児, 小松玲奈, 松岡隆, 岩本和樹, 関沢明彦, 浜本隆二.
- Organizer
  第6回日本メディカルAI学会学術講演会
- Data Source
  KAKENHI-PROJECT-21K09456
[Presentation] Performance evaluation study of an AI-based support system for fetal cardiac ultrasound screening2024
- Author(s)
  Reina Komatsu, Masaaki Komatsu, Naoaki Harada, Ryu Matsuoka, Akira Sakai, Naoki Teraya, Rina Aoyama, Katsuji Takeda, Ken Takasawa, Hiroshi Katayama, Taro Shibata, Kazuki Iwamoto, Akihiko Sekizawa, Ryuji Hamamoto.
- Organizer
  34th World Congress, International Society of Ultrasound in Obstetrics and Gynecology (ISUOG)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-24K12634
[Presentation] Development of an artificial intelligence-based support system for fetal cardiac ultrasound screening.2024
- Author(s)
  Komatsu M, Harada N, Komatsu R, Matsuoka R, Iwamoto K, Sekizawa A, Hamamoto R.
- Organizer
  110th Scientific Assembly and Annual Meeting of the Radiological Society of North America (RSNA)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K09456
[Presentation] Performance evaluation study of an AI-based support system for fetal cardiac ultrasound screening2024
- Author(s)
  Komatsu R, Komatsu M, Harada N, Matsuoka R, Sakai A, Teraya N, Aoyama R, Takeda K, Takasawa K, Katayama H, Shibata T, Iwamoto K, Sekizawa A, Hamamoto R
- Organizer
  34th World Congress on Ultrasound in Obstetrics and Gynecology
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K09456
[Presentation] 産婦人科領域における産学連携のコツ～AI研究を通して　胎児心臓超音波スクリーニング支援AIシステム　産婦人科医の視点2024
- Author(s)
  小松玲奈
- Organizer
  第76回　日本産科婦人科学会学術集会
- Invited
- Data Source
  KAKENHI-PROJECT-21K09456
[Presentation] 胎児心臓超音波スクリーニング動画における四腔断面のAI自動抽出・評価モデル2024
- Author(s)
  寺屋直樹, 小松正明, 高澤建, 竹田勝児, 青山利奈, 小松玲奈, 酒井彬,原田直明, 岩本和樹, 松岡隆, 関沢明彦, 浜本隆二.
- Organizer
  第6回日本メディカルAI学会学術講演会
- Data Source
  KAKENHI-PROJECT-21K09456
[Presentation] 胎児心臓超音波スクリーニング支援AIシステムの開発.2024
- Author(s)
  小松正明, 原田直明, 小松玲奈, 松岡隆, 酒井彬, 寺屋直樹, 青山利奈, 竹田勝児, 高澤建, 柴田大朗, 岩本和樹, 関沢明彦, 浜本隆二.
- Organizer
  第6回日本メディカルAI学会学術講演会
- Data Source
  KAKENHI-PROJECT-21K09456
[Presentation] AI-based automated evaluation of the PLAS index/LAPSD ratio for the TAPVC detection.2024
- Author(s)
  Aoyama R, Komatsu M, Harada N, Komatsu R, Sakai A, Iwamoto K, Matsuoka R, Sekizawa A.
- Organizer
  第76回　日本産科婦人科学会学術集会
- Data Source
  KAKENHI-PROJECT-21K09456
[Presentation] 胎児心臓超音波動画における四腔断面のAI自動抽出・評価モデル2024
- Author(s)
  寺屋直樹, 小松正明, 高澤建, 青山利奈, 小松玲奈, 酒井彬, 原田直明, 岩本和樹, 松岡隆, 浜本隆二
- Organizer
  第97回日本超音波医学会
- Data Source
  KAKENHI-PROJECT-21K09456
[Presentation] Development of an artificial intelligence-based support system for fetal cardiac ultrasound screening.2024
- Author(s)
  Masaaki Komatsu, Naoaki Harada, Reina Komatsu, Ryu Matsuoka, Kazuki Iwamoto, Akihiko Sekizawa, Ryuji Hamamoto.
- Organizer
  110th Scientific Assembly and Annual Meeting of the Radiological Society of North America (RSNA)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K09456
[Presentation] Development of an artificial intelligence-based support system for fetal cardiac ultrasound screening2024
- Author(s)
  Masaaki Komatsu, Naoaki Harada, Reina Komatsu, Ryu Matsuoka, Kazuki Iwamoto, Akihiko Sekizawa, Ryuji Hamamoto.
- Organizer
  110th Scientific Assembly and Annual Meeting of the Radiological Society of North America (RSNA)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-24K12634
[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

1. 小松正明 (70750842)

# of Collaborated Projects: 2 results

# of Collaborated Products: 25 results
2. 浅田健

# of Collaborated Projects: 0 results

# of Collaborated Products: 2 results

Komatsu Reina 小松 玲奈 (香川 玲奈)

香川玲奈

Research Projects

Research Products

Co-Researchers

Predicting Placental Dysfunction in Ultrasound Examination Using Deep LearningPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Development of Deep Learning- Based Ultrasound Diagnostic Support for Total Anomalous Pulmonary Venous Connection (TAPVC)Principal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

[Journal Article] 特集 産婦人科領域における情報リテラシー-ビッグデータとバイオインフォマティクスの活用 5.周産期領域におけるAIの活用2024

Author(s)

Journal Title

DOI

ISSN

Year and Date

Data Source

[Journal Article] Automated Assessment of the Pulmonary Artery-to-Ascending Aorta Ratio in Fetal Cardiac Ultrasound Screening Using Artificial Intelligence2024

Author(s)

Journal Title

DOI

Data Source

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

Author(s)

Journal Title

DOI

Data Source

[Presentation] 胎児心臓スクリーニングの現状と未来 AI搭載医療機器プログラムの実臨床応用2025

Author(s)

Organizer

Data Source

[Presentation] Synergy between AI engineers and clinicians: Transforming fetal heart screening2025

Author(s)

Organizer

Data Source

[Presentation] Synergy between AI engineers and clinicians: Transforming fetal heart screening.2025

Author(s)

Organizer

Data Source

[Presentation] 胎児心臓超音波スクリーニング支援システムの社会実装2025

Author(s)

Organizer

Data Source

[Presentation] 総肺静脈還流異常症スクリーニングの全自動AIシステム開発.2024

Author(s)

Organizer

Data Source

[Presentation] Performance evaluation study of an AI-based support system for fetal cardiac ultrasound screening2024

Author(s)

Organizer

Data Source

[Presentation] Development of an artificial intelligence-based support system for fetal cardiac ultrasound screening.2024

Komatsu Reina 小松玲奈 (香川玲奈)

[Journal Article] 特集産婦人科領域における情報リテラシー-ビッグデータとバイオインフォマティクスの活用 5.周産期領域におけるAIの活用2024

[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] 産婦人科領域における産学連携のコツ～AI研究を通して　胎児心臓超音波スクリーニング支援AIシステム　産婦人科医の視点2024

[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