Development and Validation of a 3-Dimensional Convolutional Neural Network for Automatic Surgical Skill Assessment Based on Spatiotemporal Video Analysis

por Kitaguchi, Daichi, Takeshita, Nobuyoshi, Matsuzaki, Hiroki, Igaki, Takahiro, Hasegawa, Hiro, Ito, Masaaki
Publicado 2021

Automatic purse-string suture skill assessment in transanal total mesorectal excision using deep learning-based video analysis

por Kitaguchi, Daichi, Teramura, Koichi, Matsuzaki, Hiroki, Hasegawa, Hiro, Takeshita, Nobuyoshi, Ito, Masaaki
Publicado 2023

Deep learning-based automatic surgical step recognition in intraoperative videos for transanal total mesorectal excision

por Kitaguchi, Daichi, Takeshita, Nobuyoshi, Matsuzaki, Hiroki, Hasegawa, Hiro, Igaki, Takahiro, Oda, Tatsuya, Ito, Masaaki
Publicado 2021

Mouse models of sporadic thyroid cancer derived from BRAF(V600E) alone or in combination with PTEN haploinsufficiency under physiologic TSH levels

por Shimamura, Mika, Shibusawa, Nobuyuki, Kurashige, Tomomi, Mussazhanova, Zhanna, Matsuzaki, Hiroki, Nakashima, Masahiro, Yamada, Masanobu, Nagayama, Yuji
Publicado 2018