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...

Descripción completa

Detalles Bibliográficos
Autores principales: 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
Formato: Artículo
Lenguaje:English
Publicado: MDPI AG 2023-03-01
Colección:Animals
Materias:
deep learning
image segmentation
wound healing
transfer learning
active learning
dog
Acceso en línea:https://www.mdpi.com/2076-2615/13/6/956

Internet

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

Ejemplares similares