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Siba Haykal

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Review Open access Sep 2026

Artificial Intelligence and Robotic Surgery in Lymphedema: A Scoping Review of Current Applications, Clinical Translation, and Evidence Gaps

Background: Lymphedema is a debilitating disease, in which timely diagnosis and standardized monitoring are essential to prevent progression. Artificial intelligence (AI) has increasingly been applied in other surgical disciplines. Therefore, this review summarizes current AI applications in lymphedema management and e...

Adriano Fabi, Séverin R. Wendelspiess, Felix J. Klimitz et al. · 0 citations
Jul 2026

Intraoperative Prediction of Mastectomy Skin Flap Necrosis using Standardized ICG Grading and Quantitative Perfusion Mapping.

Thresholds of average QP ≥ 49 and minimum QP < 33, integrated with Yale Grade ≤ 3, provide a practical, tiered framework for intraoperative decision-making for intraoperative risk stratification.

Alina Yizhuo Shen, Lauren Valentine, Renee Gao et al. · 0 citations

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