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
Affiliation (Current)	2025: 昭和大学, 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 / 妊娠高血圧腎症 / 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

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
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
- 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

All 2023 2022 2021

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] 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] 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] 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] 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: 9 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

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

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] 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] 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)

Organizer

Data Source

[Presentation] AI-based automatic detection of PV-LA connections is useful in screening for TAPVC2023

Author(s)

Organizer

Data Source

[Presentation] 胎児心臓とAI2022

Author(s)

Organizer

Data Source

[Presentation] Automated evaluation of pulmonary venous drainage into the left atrium in the second trimester ultrasound screening of the fetal heart.2022

Author(s)

Organizer

Data Source

[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)

Organizer

Data Source

[Presentation] 胎児超音波検査とAI2021

Author(s)

Organizer

Data Source

[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)

Organizer

Data Source

Komatsu Reina 小松玲奈 (香川玲奈)

[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