Predicting Complications in Breast Reconstruction: Development and Prospective Validation of a Machine Learning Model.

Annals of plastic surgery(2023)

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摘要
Our machine learning model prospectively predicted cases of NAC necrosis with a high degree of accuracy. An important predictor was implant weight, a modifiable risk factor that could be adjusted to mitigate the risk of NAC necrosis and associated postoperative complications.
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关键词
breast reconstruction, immediate breast reconstruction, nipple-areolar complex necrosis, nipple-sparing mastectomy, oncologic mastectomy, risk reducing mastectomy
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