Enhancing magnetic resonance imaging-driven Alzheimer’s disease classification performance using generative adversarial learning

BACKGROUND: Generative adversarial networks (GAN) can produce images of improved quality but their ability to augment image-based classification is not fully explored. We evaluated if a modified GAN can learn from magnetic resonance imaging (MRI) scans of multiple magnetic field strengths to enhance...

ver descrição completa

Na minha lista:
Detalhes bibliográficos
Publicado no:Alzheimers Res Ther
Main Authors: Zhou, Xiao, Qiu, Shangran, Joshi, Prajakta S., Xue, Chonghua, Killiany, Ronald J., Mian, Asim Z., Chin, Sang P., Au, Rhoda, Kolachalama, Vijaya B.
Formato: Artigo
Idioma:Inglês
Publicado em: BioMed Central 2021
Assuntos:
Research
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7958452/
https://ncbi.nlm.nih.gov/pubmed/33715635
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s13195-021-00797-5
Tags: Adicionar Tag
Sem tags, seja o primeiro a adicionar uma tag!

Registos relacionados