Artificial intelligence-powered copilots for precision diagnosis and surgical assessment of histological growth patterns in resectable colorectal liver metastases: a prospective study
This study developed an AI model for HGP classification in colorectal cancer liver metastasis, achieving high accuracy in both binary classification and four-class classification models. The model demonstrated potential for improving diagnostic precision and guiding post-surgery treatment strategies, with AI-assisted pathologists surpassing traditional methods in a prospective cohort.
Authors
- Ruichong Lin (ORCID: https://orcid.org/0000-0003-0161-5974)
- Xiaoxi Zhang (ORCID: https://orcid.org/0000-0003-3937-407X)
- Zaopeng He
- Mengyang Sun (ORCID: https://orcid.org/0000-0003-0638-3295)
- Yunfang Yu (ORCID: https://orcid.org/0000-0003-2579-6220)
- Zuxiao Chen
- Yanchun Li (ORCID: https://orcid.org/0000-0003-1314-3812)
- Zheyu Zheng (ORCID: https://orcid.org/0000-0002-8008-1925)
- Weidong Pan (ORCID: https://orcid.org/0000-0001-9519-7683)
- Lui Ng (ORCID: https://orcid.org/0000-0002-9010-2654)
- Yongjian Chen (ORCID: https://orcid.org/0000-0002-6784-4828)
- Dawei Zhang (ORCID: https://orcid.org/0000-0003-3019-6801)
- Zehua Wang (ORCID: https://orcid.org/0000-0003-3595-5598)
- Chao Wang (ORCID: https://orcid.org/0000-0002-5710-8456)
- Nannan Li (ORCID: https://orcid.org/0000-0001-7799-0880)
- Lin Wang (ORCID: https://orcid.org/0000-0002-1530-6542)
- Lei Zhang (ORCID: https://orcid.org/0000-0001-7769-7377)
- Yufei Wu (ORCID: https://orcid.org/0000-0002-7724-4359)
- Yao Tan (ORCID: https://orcid.org/0000-0002-8450-9888)
- Zongyan Li (ORCID: https://orcid.org/0000-0002-8196-7269)
- Qiyun Ou
- Xiaoming Huang (ORCID: https://orcid.org/0000-0002-3126-5576)
- Sun U. Song
Institutions
- Macau University of Science and Technology (MO)
- Hong Kong Baptist University (HK)
- Sun Yat-sen University (CN)
- Chinese University of Hong Kong (HK)
- University of Macau (MO)
- Karolinska Institutet (SE)
- Guangzhou University (CN)
- Sixth Affiliated Hospital of Sun Yat-sen University (CN)
- Sun Yat-sen Memorial Hospital (CN)
- The First People's Hospital of Shunde (CN)
- Foshan Hospital of TCM (CN)
- Guangzhou Electronic Technology (China) (CN)
- First Affiliated Hospital of Jinan University (CN)
- University of Hong Kong (HK)
Publication Details
- Journal
- International Journal of Surgery
- Published
- 2025-07-04
- DOI
- https://doi.org/10.1097/js9.0000000000002922
- Citations
- 2
- Primary Topic
- Radiomics and Machine Learning in Medical Imaging
- Type
- article
- Field-Weighted Citation Impact
- 2.72