Automated Wound Image Segmentation: Transfer Learning from Human to Pet via Active Semi-Supervised Learning

Automated Wound Image Segmentation: Transfer Learning from Human to Pet via Active Semi-Supervised Learning

Wound management is a fundamental task in standard clinical practice. Automated solutions already exist for humans, but there is a lack of applications regarding wound management for pets. Precise and efficient wound assessment is helpful to improve diagnosis and to increase the effectiveness of tre...

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Bibliographic Details
Main Authors: Daniele Buschi, Nico Curti, Veronica Cola, Gianluca Carlini, Claudia Sala, Daniele Dall’Olio, Gastone Castellani, Elisa Pizzi, Sara Del Magno, Armando Foglia, Massimo Giunti, Luciano Pisoni, Enrico Giampieri
Format: Article
Language:English
Published: MDPI AG 2023-03-01
Series:Animals
Subjects:
deep learning
image segmentation
wound healing
transfer learning
active learning
dog
Online Access:https://www.mdpi.com/2076-2615/13/6/956

Internet

https://www.mdpi.com/2076-2615/13/6/956

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