Deep learning-enhanced quantitative evaluation of hepatic ischemia–reperfusion injury and steatosis via near-infrared hyperspectral imaging

Our findings highlight the potential of NIR-HSI enhanced by artificial intelligence in both basic and clinical research for assessing the severity of hepatic steatosis and I/R injury, predicting inflammatory marker levels, and identifying postoperative complication of EAD after LT.

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Publication Details

Journal
International Journal of Surgery
Published
2026-01-12
DOI
https://doi.org/10.1097/js9.0000000000004819
Primary Topic
Organ Transplantation Techniques and Outcomes
Type
article
Field-Weighted Citation Impact
0.00
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article

Deep learning-enhanced quantitative evaluation of hepatic ischemia–reperfusion injury and steatosis via near-infrared hyperspectral imaging

Y. Wang, Min Tian, Cuiping Yao, Jifu Du et al.
International Journal of Surgery
Organ Transplantation Techniques and Outcomes
article

Deep learning-enhanced quantitative evaluation of hepatic ischemia–reperfusion injury and steatosis via near-infrared hyperspectral imaging

Y. Wang, Min Tian, Cuiping Yao, Jifu Du, J Zhang, Lexuan Xu, Z. Wang, Lu Lu, Zhan Qu, Fan Mu, Chun Zhang, Zhen Zhao, Xin Zhang, Liangshuo Hu, Yi Lyu, Boyan Tian, Jianwen Lu, Tao Li, Hao Sun, Chen Chen, Bo Wang
article en

Abstract

Our findings highlight the potential of NIR-HSI enhanced by artificial intelligence in both basic and clinical research for assessing the severity of hepatic steatosis and I/R injury, predicting inflammatory marker levels, and identifying postoperative complication of EAD after LT.

International Journal of Surgery
First Affiliated Hospital of Xi'an Jiaotong University (CN), Xi'an Peihua University (CN), Xi'an Institute of Optics and Precision Mechanics (CN), First Hospital of Xi'an (CN), Xi'an Jiaotong University (CN)
Reduced inequalities, Peace, Justice and strong institutions
Openalex Percentile: Top 88%
Organ Transplantation Techniques and Outcomes
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