A multi-task convolutional neural network for classification and segmentation of chronic venous disorders

Abstract Chronic Venous Disorders (CVD) of the lower limbs are one of the most prevalent medical conditions, affecting 35% of adults in Europe and North America. Due to the exponential growth of the aging population and the worsening of CVD with age, it is expected that the healthcare costs and the...

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Bibliographic Details
Main Authors: Bruno Oliveira, Helena R. Torres, Pedro Morais, Fernando Veloso, António L. Baptista, Jaime C. Fonseca, João L. Vilaça
Format: Article
Language:English
Published: Nature Portfolio 2023-01-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-022-27089-8