Deep Learning Approach for the Development of a Novel Predictive Model for Prostate Cancer

Mohaimenul Islam, Hsuan Chia Yang, Phung Anh Nguyen, Yu Hsiang Wang, Tahmina Nasrin Poly, Yu Chuan Jack Li

研究成果: 雜誌貢獻文章

摘要

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.

原文英語
頁(從 - 到)1241-1242
頁數2
期刊Studies in Health Technology and Informatics
270
DOIs
出版狀態已發佈 - 六月 16 2020

ASJC Scopus subject areas

  • Biomedical Engineering
  • Health Informatics
  • Health Information Management

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