Artificial Intelligence–Assisted Indocyanine Green Angiography for Perforators Identification in the Anterolateral Thigh Flap

AI-assisted ICG angiography is an emerging tool with potential to support perforator mapping. Although the current AI model demonstrated limited sensitivity, its accuracy can be enhanced by expanding training datasets, integrating temporal fluorescence dynamics, and refining fluorescence-time curve analysis. Future advancements in AI-driven image processing may further optimize intraoperative perforator identification, ultimately improving surgical precision and patient outcomes.

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Publication Details

Journal
Annals of Plastic Surgery
Published
2025-11-10
DOI
https://doi.org/10.1097/sap.0000000000004545
Primary Topic
Reconstructive Surgery and Microvascular Techniques
Type
article
Field-Weighted Citation Impact
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article

Artificial Intelligence–Assisted Indocyanine Green Angiography for Perforators Identification in the Anterolateral Thigh Flap

Chia-Yuan Hsu, Ming-Jui Chung, Chen‐Hsiang Kuan, Jung‐Hsien Hsieh et al.
Annals of Plastic Surgery
Reconstructive Surgery and Microvascular Techniques
article

Artificial Intelligence–Assisted Indocyanine Green Angiography for Perforators Identification in the Anterolateral Thigh Flap

Chia-Yuan Hsu, Ming-Jui Chung, Chen‐Hsiang Kuan, Jung‐Hsien Hsieh, W.J Chen, Meng‐Kun Tsai, Hao‐Chih Tai, Yuchao Lu, Nai‐Chen Cheng
article en

Abstract

AI-assisted ICG angiography is an emerging tool with potential to support perforator mapping. Although the current AI model demonstrated limited sensitivity, its accuracy can be enhanced by expanding training datasets, integrating temporal fluorescence dynamics, and refining fluorescence-time curve analysis. Future advancements in AI-driven image processing may further optimize intraoperative perforator identification, ultimately improving surgical precision and patient outcomes.

Annals of Plastic SurgeryVol. 96(2)
National Taiwan University (TW), Cathay General Hospital (TW), National Taiwan University Hospital (TW)
Openalex Percentile: Top 48%
Reconstructive Surgery and Microvascular Techniques
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