MEDUSA: Multi-Scale Encoder-Decoder Self-Attention Deep Neural Network Architecture for Medical Image Analysis

Medical image analysis continues to hold interesting challenges given the subtle characteristics of certain diseases and the significant overlap in appearance between diseases. In this study, we explore the concept of self-attention for tackling such subtleties in and between diseases. To this end,...

Descripción completa

Detalles Bibliográficos
Autores principales: Aboutalebi, Hossein, Pavlova, Maya, Gunraj, Hayden, Shafiee, Mohammad Javad, Sabri, Ali, Alaref, Amer, Wong, Alexander
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Medicine
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8886730/
https://www.ncbi.nlm.nih.gov/pubmed/35242769
http://dx.doi.org/10.3389/fmed.2021.821120

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8886730/
https://www.ncbi.nlm.nih.gov/pubmed/35242769
http://dx.doi.org/10.3389/fmed.2021.821120

Ejemplares similares