Artificial intelligence in musculoskeletal oncology imaging: A critical review of current applications.
Diagn Interv Imaging
; 104(1): 18-23, 2023 Jan.
Article
em En
| MEDLINE
| ID: mdl-36270953
ABSTRACT
Artificial intelligence (AI) is increasingly being studied in musculoskeletal oncology imaging. AI has been applied to both primary and secondary bone tumors and assessed for various predictive tasks that include detection, segmentation, classification, and prognosis. Still, in the field of clinical research, further efforts are needed to improve AI reproducibility and reach an acceptable level of evidence in musculoskeletal oncology. This review describes the basic principles of the most common AI techniques, including machine learning, deep learning and radiomics. Then, recent developments and current results of AI in the field of musculoskeletal oncology are presented. Finally, limitations and future perspectives of AI in this field are discussed.
Palavras-chave
Texto completo:
1
Coleções:
01-internacional
Base de dados:
MEDLINE
Assunto principal:
Inteligência Artificial
/
Aprendizado de Máquina
Limite:
Humans
Idioma:
En
Ano de publicação:
2023
Tipo de documento:
Article