Institute of Science Tokyo · Graduate School of Medical and Dental Sciences

Research keywordssurgical skill assessment・deep learning・surgical phase recognition・vessel recognition・colorectal surgery・robot-assisted rectal surgery

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• Kei Nakajima, Daichi Kitaguchi, Shin Takenaka, Atsuki Tanaka, Kyoko Ryu, Nobuyoshi Takeshita, Yusuke Kinugasa, Masaaki Ito. Automated surgical skill assessment in colorectal surgery using a deep learning-based surgical phase recognition model Surgical endoscopy. 2024.11; 38 (11): 6347-6355. ( DOI )2024
• Kyoko Ryu, Daichi Kitaguchi, Kei Nakajima, Yuto Ishikawa, Yuriko Harai, Atsushi Yamada, Younae Lee, Kazuyuki Hayashi, Norihito Kosugi, Hiro Hasegawa, Nobuyoshi Takeshita, Yusuke Kinugasa, Masaaki Ito. Deep learning-based vessel automatic recognition for laparoscopic right hemicolectomy Surgical endoscopy. 2023.11; Online ahead of print ( DOI )2023
• Takahiro Igaki, Daichi Kitaguchi, Hiroki Matsuzaki, Kei Nakajima, Shigehiro Kojima, Hiro Hasegawa, Nobuyoshi Takeshita, Yusuke Kinugasa, Masaaki Ito. Automatic Surgical Skill Assessment System Based on Concordance of Standardized Surgical Field Development Using Artificial Intelligence JAMA surgery （Journal of the American Medical Association surgery）. 2023.08; 1;158 (8): e231131. ( DOI )2023
• Kei Nakajima, Masanori Tokunaga, Keisuke Okuno, Katsumasa Saito, Naoto Fujiwara, Yuya Sato, Akihiro Hoshino, Takatoshi Matsuyama, Yusuke Kinugasa. Prognostic Value of Intraoperative Blood Transfusion in Patients with Adenocarcinoma of the Esophagogastric Junction Medicina (Kaunas, Lithuania) . 2022.03; 58 (4): 474. ( DOI )2022

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