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

**Type:** Papers  
**Canonical URL:** https://scholariq.org/papers/development-and-validation-of-a-3-dimensional-convolutional-neural-network-for/

## Facts

| Field | Value |
| --- | --- |
| Author Names | Daichi Kitaguchi,Nobuyoshi Takeshita,Hiroki Matsuzaki,Takahiro Igaki,Hiro Hasegawa,Masaaki Ito |
| Citations | 74 |
| DOI | 10.1001/jamanetworkopen.2021.20786 |
| Fields | Medicine |
| Open Access | true |
| OA Status | gold |
| OA URL | https://jamanetwork.com/journals/jamanetworkopen/articlepdf/2782991/kitaguchi_2021_oi_210615_1628614594.81153.pdf |
| OpenAlex ID | https://openalex.org/W3187783200 |
| PMID | 34387676 |
| Type | article |
| Year | 2021 |

## Paper authors

- [Daichi Kitaguchi](https://scholariq.org/researchers/daichi-kitaguchi/)
- [Nobuyoshi Takeshita](https://scholariq.org/researchers/nobuyoshi-takeshita/)

## Paper journal

- [JAMA Network Open](https://scholariq.org/journals/jama-network-open/)

## Paper primary topic

- [Surgical Simulation and Training](https://scholariq.org/topics/surgical-simulation-and-training/)

## Paper topics

- [Surgical Simulation and Training](https://scholariq.org/topics/surgical-simulation-and-training/)
- [Colorectal Cancer Surgical Treatments](https://scholariq.org/topics/colorectal-cancer-surgical-treatments/)
- [Enhanced Recovery After Surgery](https://scholariq.org/topics/enhanced-recovery-after-surgery/)

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Source: ScholarIQ — public research metadata, principally OpenAlex. See https://scholariq.org/sources/ for provenance and https://scholariq.org/methodology/ for what these figures mean.