Intraoperative circulation predict prolonged length of stay after head and neck free flap reconstruction: a retrospective study based on machine learning

Intraoperative circulation predict prolonged length of stay after head and neck free flap reconstruction: a retrospective study based on machine learning

BackgroundHead and neck free flap reconstruction presents challenges in managing intraoperative circulation, potentially leading to prolonged length of stay (PLOS). Limited research exists on the associations between intraoperative circulation and PLOS given the difficulty of manual quantification o...

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Bibliographic Details
Main Authors: Zhongqi Liu, Jinbei Wen, Yingzhen Chen, Bin Zhou, Minghui Cao, Mingyan Guo
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-01-01
Series:Frontiers in Oncology
Subjects:
intraoperative circulation
time series data
machine learning
free flap reconstruction
prolonged length of stay
Online Access:https://www.frontiersin.org/articles/10.3389/fonc.2024.1473447/full
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