Generalizability of Deep Learning Segmentation Algorithms for Automated Assessment of Cartilage Morphology and MRI Relaxometry
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DOI: 10.1002/jmri.28365
Abstract: Deep learning (DL)‐based automatic segmentation models can expedite manual segmentation yet require resource‐intensive fine‐tuning before deployment on new datasets. The generalizability of DL methods to new datasets without fine‐tuning is not well characterized. read more here.
Keywords: segmentation algorithms; algorithms automated; generalizability deep; learning segmentation ... See more keywords