Jointly Optimized Spatial Histogram UNET Architecture (JOSHUA) for Adipose Tissue Segmentation

Objective. We aim to develop a machine learning algorithm to quantify adipose tissue deposition at surgical sites as a function of biomaterial implantation. Impact Statement. To our knowledge, this study is the first investigation to apply convolutional neural network (CNN) models to identify and se...

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Bibliographic Details
Main Authors: Joshua K. Peeples, Julie F. Jameson, Nisha M. Kotta, Jonathan M. Grasman, Whitney L. Stoppel, Alina Zare
Format: Article
Language:English
Published: American Association for the Advancement of Science (AAAS) 2022-01-01
Series:BME Frontiers
Online Access:http://dx.doi.org/10.34133/2022/9854084