Review of Quantitative Imaging for Objective Assessment of Fat Grafting Outcomes in Breast Surgery.
Urmila SampathkumarZhale NowroozilarkiMary Catherine BordesGregory P ReeceSummer E HansonMia K MarkeyFatima A MerchantPublished in: Aesthetic surgery journal (2021)
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.
Keyphrases
- adipose tissue
- deep learning
- contrast enhanced
- fatty acid
- magnetic resonance imaging
- convolutional neural network
- high resolution
- optical coherence tomography
- healthcare
- primary care
- type diabetes
- minimally invasive
- magnetic resonance
- stem cells
- body composition
- coronary artery disease
- mass spectrometry
- machine learning
- clinical practice
- insulin resistance
- diffusion weighted imaging
- atrial fibrillation
- image quality