Web: http://arxiv.org/abs/2109.01408

June 20, 2022, 1:13 a.m. | Amirreza Mahbod, Gerald Schaefer, Rupert Ecker, Isabella Ellinger

cs.CV updates on arXiv.org arxiv.org

Foot ulcer is a common complication of diabetes mellitus and, associated with
substantial morbidity and mortality, remains a major risk factor for lower leg
amputations. Extracting accurate morphological features from foot wounds is
crucial for appropriate treatment. Although visual inspection by a medical
professional is the common approach for diagnosis, this is subjective and
error-prone, and computer-aided approaches thus provide an interesting
alternative. Deep learning-based methods, and in particular convolutional
neural networks (CNNs), have shown excellent performance for various tasks …

arxiv convolutional neural networks ensemble networks neural neural networks segmentation

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