Empowering brain cancer diagnosis: harnessing artificial intelligence for advanced imaging insights.
Rev Neurosci
; 35(4): 399-419, 2024 Jun 25.
Article
em En
| MEDLINE
| ID: mdl-38291768
ABSTRACT
Artificial intelligence (AI) is increasingly being used in the medical field, specifically for brain cancer imaging. In this review, we explore how AI-powered medical imaging can impact the diagnosis, prognosis, and treatment of brain cancer. We discuss various AI techniques, including deep learning and causality learning, and their relevance. Additionally, we examine current applications that provide practical solutions for detecting, classifying, segmenting, and registering brain tumors. Although challenges such as data quality, availability, interpretability, transparency, and ethics persist, we emphasise the enormous potential of intelligent applications in standardising procedures and enhancing personalised treatment, leading to improved patient outcomes. Innovative AI solutions have the power to revolutionise neuro-oncology by enhancing the quality of routine clinical practice.
Palavras-chave
Texto completo:
1
Coleções:
01-internacional
Base de dados:
MEDLINE
Assunto principal:
Neoplasias Encefálicas
/
Inteligência Artificial
Tipo de estudo:
Diagnostic_studies
Aspecto:
Ethics
Limite:
Humans
Idioma:
En
Revista:
Rev Neurosci
Assunto da revista:
NEUROLOGIA
Ano de publicação:
2024
Tipo de documento:
Article
País de afiliação:
Jordânia
País de publicação:
Alemanha