The Application of Radiomics in Breast MRI: A Review.
Technol Cancer Res Treat
; 19: 1533033820916191, 2020.
Article
en En
| MEDLINE
| ID: mdl-32347167
ABSTRACT
Breast cancer has been a worldwide burden of women's health. Although concerns have been raised for early diagnosis and timely treatment, the efforts are still needed for precision medicine and individualized treatment. Radiomics is a new technology with immense potential to obtain mineable data to provide rich information about the diagnosis and prognosis of breast cancer. In our study, we introduced the workflow and application of radiomics as well as its outlook and challenges based on published studies. Radiomics has the potential ability to differentiate between malignant and benign breast lesions, predict axillary lymph node status, molecular subtypes of breast cancer, tumor response to chemotherapy, and survival outcomes. Our study aimed to help clinicians and radiologists to know the basic information of radiomics and encourage cooperation with scientists to mine data for better application in clinical practice.
Palabras clave
Texto completo:
1
Colección:
01-internacional
Banco de datos:
MEDLINE
Asunto principal:
Radiología
/
Procesamiento de Imagen Asistido por Computador
/
Neoplasias de la Mama
Tipo de estudio:
Diagnostic_studies
/
Prognostic_studies
/
Screening_studies
Límite:
Female
/
Humans
Idioma:
En
Revista:
Technol Cancer Res Treat
Asunto de la revista:
NEOPLASIAS
/
TERAPEUTICA
Año:
2020
Tipo del documento:
Article