Deep Learning Approach for the Development of a Novel Predictive Model for Prostate Cancer.
Stud Health Technol Inform
; 270: 1241-1242, 2020 Jun 16.
Article
em En
| MEDLINE
| ID: mdl-32570599
ABSTRACT
We developed a deep learning approach for accurate prediction of PCA patients one year earlier with minimal features from electronic health records. The area under the receiver operating curve for prediction of PCA was 0.94. Moreover, the sensitivity and specificity of CNN were 0.87 and 0.88, respectively.
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Base de dados:
MEDLINE
Assunto principal:
Neoplasias da Próstata
/
Aprendizado Profundo
Idioma:
En
Ano de publicação:
2020
Tipo de documento:
Article