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Updated: Nov 5, 2025

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Review of Quantitative Imaging for Objective Assessment of Fat Grafting Outcomes in Breast Surgery
Urmila Sampathkumar1, Zhale Nowroozilarki2, Mary Catherine Bordes3
1Department of Computer Science, University of Houston, Houston, TX, USA.
Abstract:
This article presents a comprehensive review of the use of quantitative measurements based on breast images to assess fat retention, breast aesthetics, and fat necrosis after autologous fat grafting. Breast volume measured from MRI and 3-dimensional surface images is widely used as a measure of fat retention. Breast aesthetics are assessed from a combination of anthropometric (distance and contour) measurements on breast surface images. Examination of radiologic images (ultrasonography, mammography, and MRI) is utilized to assess fat necrosis. The article discusses implementation guidelines for objective outcome assessment to support robust quantification and enable investigations of fat grafting efficacy. Level of Evidence: 4.
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