Alternative Techniques for Breast Tumour Detection using Ultrasound.
Annu Int Conf IEEE Eng Med Biol Soc
; 2020: 2047-2050, 2020 07.
Article
em En
| MEDLINE
| ID: mdl-33018407
ABSTRACT
Ultrasound images are potentially invaluable for imaging internal organs and diseases. However, due to noise, they are still difficult to interpret. We apply and compare supervised machine learning approaches to train a model of lesions using features with unsupervised machine learning approaches to segment and detect tumours in breasts. Two synthetic and one real datasets are used in our experiments. The best system performance is achieved by Frost Filter with Quick Shift.
Texto completo:
1
Base de dados:
MEDLINE
Assunto principal:
Mama
/
Neoplasias da Mama
Tipo de estudo:
Diagnostic_studies
Limite:
Humans
Idioma:
En
Ano de publicação:
2020
Tipo de documento:
Article