Komatsu Reina

Researcher

基本情報

Profile and Settings

• 氏名

  Komatsu Reina

Identifiers

• 研究者番号

  30368633

Affiliation

• Obstetrics, Assistant Professor

Location

• Koto Toyosu Hospital

Research Areas

• Life Science, Obstetrics and gynecology

Association Memberships

• Japanese Society of Obstetrics and Gynecology
• Japanese Society of Perinatal and Neonatal Medicine
• The Japan Society of Ultrasonics in Medicine
• Japanese Society of Fetal Cardiology
• The Japan Society of Human Genetics
• Japanese Association for Medical Artificial Intelligence

Achievements

Published Papers

• Automated assessment of the pulmonary artery-to-ascending aorta ratio in fetal cardiac ultrasound screening using artificial intelligence., Rina Aoyama, Masaaki Komatsu, Naoaki Harada, Reina Komatsu, Akira Sakai, Katsuji Takeda, Naoki Teraya, Ken Asada, Syuzo Kaneko, Kazuki Iwamoto, Ryu Matsuoka, Akihiko Sekizawa, Ryuji Hamamoto., Bioengineering, 11(12):1256, 2024, Peer-reviewed
• Medical Professional Enhancement Using Explainable Artificial Intelligence in Fetal Cardiac Ultrasound Screening., 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, Biomedicines, 10(3), Feb. 2022, Peer-reviewed, DOI:10.3390/app11010371
• Medical Professional Enhancement Using Explainable Artificial Intelligence in Fetal Cardiac Ultrasound Screening., 3. Akira Sakai, Masaaki Komatsu, Reina Komatsu, Ryu Matsuoka, Suguru Yasutomi, Ai Dozen, Kanto Shozu, Tatsuya Arakaki, Hidenori Machino, Ken Asada, Syuzo Kaneko, Akihiko Sekizawa and Ryuji Hamamoto., Biomedicines, 10:551, 2022, Peer-reviewed, DOI:10.3390/biomedicines10030551
• Fetal Cerebellar Growth Curves Based on Biomathematics in Normally Developing Japanese Fetuses and Fetuses with Trisomy 18., Katsuhiko Tada, Yasunari Miyagi, Reina Komatsu, Naoki Okimoto, Saya Tsukahara, Yoko Tateishi, Naomi Ooka, Mizuho Yoshida, and Kazumasa Kumazawa., Acta Med. Okayama, 76(6):645, 2022, Peer-reviewed
• Model-Agnostic Method for Thoracic Wall Segmentation in Fetal Ultrasound Videos., 5. Kanto Shozu, Masaaki Komatsu, Akira Sakai, Reina Komatsu, Ai Dozen, Hidenori Machino, Suguru Yasutomi, Tatsuya Arakaki, Ken Asada, Syuzo Kaneko, Ryu Matsuoka, Akitoshi Nakashima, Akihiko Sekizawa and Ryuji Hamamoto., Biomolecules, 12(12):1691, 2020, Peer-reviewed
• Image Segmentation of the Ventricular Septum in Fetal Cardiac Ultrasound Videos Based on Deep Learning Using Time-Series Information., 6. Ai Dozen, Masaaki Komatsu, Akira Sakai, Reina Komatsu, Kanto Shozu, Hidenori Machino, Suguru Yasutomi, Tatsuya Arakaki, Ken Asada, Syuzo Kaneko, Ryu Matsuoka, Daisuke Aoki, Akihiko Sekizawa and Ryuji Hamamoto., Biomolecules, 10(11):1526, 2020, Peer-reviewed

Presentations

• Synergy between AI engineers and clinicians: Transforming fetal heart screening., Reina Komatsu, 第4回日本産婦人科超音波研究会学術集会, 15 Mar. 2025, 大阪市
• Performance evaluation study of an AI-based support system for fetal cardiac ultrasound screening., 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., 34th World Congress, International Society of Ultrasound in Obstetrics and Gynecology (ISUOG), 15 Sep. 2024, Budapest, Hungary
• AI-based automatic detection of PV-LA connections is useful in screening for TAPVC., Reina Komatsu, Ryu Matsuoka, Masaaki Komatsu, Rina Aoyama, Naoki Harada, Haruki Setoh, Akira Sakai, Kazuki Iwamoto, Ryuji Hamamoto, Akihiko Sekizawa., 33rd World Congress on Ultrasound in Obstetrics and Gynecology (ISUOG), 16 Oct. 2023, Seoul, Korea
• Automated evaluation of pulmonary venous drainage into the left atrium in the second trimester ultrasound screening of the fetal heart., 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., 32nd World Congress on Ultrasound (ISUOG), 16 Sep. 2022, London, UK / web
• AI-guided auto-detecting model for identification of pulmonary veins in 2nd trimester sonographic screening examination of the fetal heart., R. Komatsu, R. Matsuoka, T. Arakaki, M. Tokunaka, A. Sakai, S. Yasutomi, M. Komatsu, R. Hamamoto and A. Sekizawa., 30th World Congress on Ultrasound in Obstetrics and Gynecology, 16 Oct. 2020, web
• Novel AI-guided ultrasound screening system for fetal heart can demonstrate findings in timeline diagram., Reina Komatsu, Ryu Matsuoka, Tatsuya Arakaki, Mayumi Tokunaka, Akihiko Sekizawa., 29th World Congress on Ultrasound in Obstetrics and Gynecology, 15 Oct. 2019, Berlin, Germany