AI-Assisted surgical vision: evaluating YOLOv8 and YOLOv12 for real-time detection in colon cancer surgery

In scenarios with limited hardware resources, the object detection task using the YOLOv12 model is strongly recommended to assist in robotic colon cancer surgery, enhancing surgical efficiency and safety.

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Publication Details

Journal
Frontiers in Surgery
Published
2026-01-13
DOI
https://doi.org/10.3389/fsurg.2025.1724635
Primary Topic
Advanced Neural Network Applications
Type
article
Field-Weighted Citation Impact
0.00
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article

AI-Assisted surgical vision: evaluating YOLOv8 and YOLOv12 for real-time detection in colon cancer surgery

Jiexia Wen, Chenglin Liu, Li Li, Yu Tian et al.
Frontiers in Surgery
Advanced Neural Network Applications
article

AI-Assisted surgical vision: evaluating YOLOv8 and YOLOv12 for real-time detection in colon cancer surgery

Jiexia Wen, Chenglin Liu, Li Li, Yu Tian, Tao Zheng, Xiangcai Meng, Yimin Wang, Bin Xuan, Xin Song
article en

Abstract

In scenarios with limited hardware resources, the object detection task using the YOLOv12 model is strongly recommended to assist in robotic colon cancer surgery, enhancing surgical efficiency and safety.

Frontiers in SurgeryVol. 12
Hebei Medical University (CN), First Hospital of Qinhuangdao (CN), Northeastern University (CN)
Openalex Percentile: Top 92%
Advanced Neural Network Applications
DOIOpen Access PDFOpenAlex
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