Literature DB >> 32570599

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

Mohaimenul Islam1,2, Hsuan-Chia Yang1,2, Phung-Anh Nguyen1,2, Yu-Hsiang Wang1,2, Tahmina Nasrin Poly1,2, Yu-Chuan Jack Li1,2.   

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.

Entities:  

Keywords:  Prostate cancer; convolutional neural network; deep learning; electronic health record

Year:  2020        PMID： 32570599     DOI： 10.3233/SHTI200382

Source DB:  PubMed          Journal:  Stud Health Technol Inform        ISSN： 0926-9630


  1 in total

1.  Development of an Artificial Intelligence-Based Automated Recommendation System for Clinical Laboratory Tests: Retrospective Analysis of the National Health Insurance Database.

Authors:  Md Mohaimenul Islam; Hsuan-Chia Yang; Tahmina Nasrin Poly; Yu-Chuan Jack Li
Journal:  JMIR Med Inform       Date:  2020-11-18
  1 in total

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