Harnessing the Power of Artificial Intelligence: Revolutionizing Free Flaps Monitoring in Head and Neck Tumor Treatment.

Critical reviews in oncogenesis 2023 Vol.28(3) p. 25-30

Bassani S, Eccher A, Molteni G

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Abstract

Treating head and neck tumors has undergone significant advancements, focusing on improving the patient's quality of life after treatment. Reconstructive surgical techniques with free flaps have been vital in restoring anatomy, function, and aesthetics, reducing morbidity from locoregional treatments. Monitoring free flaps is crucial to detect and address any vascular compromise that may lead to flap failure. Various monitoring techniques have been employed in free flap monitoring. However, standardizing them presents a challenge due to the need for more consensus among surgeons and variability in techniques, costs, and training requirements. Artificial intelligence (AI) shows promise in standardizing monitoring practices and reducing the operator-dependent variability. AI techniques have been explored to improve monitoring and early detection of complications in free flap surgeries, and they have shown high accuracy in analyzing images and predicting flap outcomes. Despite the potential benefits, implementing AI in free flap monitoring remains challenging. Standardization of input data, interpretation, cost, training, and accounting for patient and flap variability are crucial considerations. Further research, including multicenter studies, validation, and collaboration amongst clinicians, researchers, and AI experts is needed to overcome these challenges.

추출된 의학 개체 (NER)

유형영어 표현한국어 / 풀이UMLS CUI출처등장
시술 free flap 피판재건술 dict 3
시술 flap 피판재건술 dict 3
합병증 vascular compromise 혈관폐색 dict 1
질환 Tumor C0027651
Neoplasms
scispacy 1
질환 head and neck tumors C0018671
Head and Neck Neoplasms
scispacy 1
질환 Head and Neck Tumor scispacy 1
기타 patient scispacy 1
기타 flaps scispacy 1
기타 vascular scispacy 1

MeSH Terms

Humans; Free Tissue Flaps; Artificial Intelligence; Quality of Life; Plastic Surgery Procedures; Head and Neck Neoplasms; Retrospective Studies

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