Development of a Prediction Model for Colorectal Cancer among Patients with Type 2 Diabetes Mellitus Using a Deep Neural Network

Development of a Prediction Model for Colorectal Cancer among Patients with Type 2 Diabetes Mellitus Using a Deep Neural Network

Objectives: Observational studies suggested that patients with type 2 diabetes mellitus (T2DM) presented a higher risk of developing colorectal cancer (CRC). The current study aims to create a deep neural network (DNN) to predict the onset of CRC for patients with T2DM. Methods: We employed the nati...

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Bibliographic Details
Main Authors: Meng-Hsuen Hsieh, Li-Min Sun, Cheng-Li Lin, Meng-Ju Hsieh, Kyle Sun, Chung-Y. Hsu, An-Kuo Chou, Chia-Hung Kao
Format: Article
Language:English
Published: MDPI AG 2018-09-01
Series:Journal of Clinical Medicine
Subjects:
type 2 diabetes mellitus
colorectal cancer
deep neural network
the national health insurance database
receiver operating characteristic
Online Access:http://www.mdpi.com/2077-0383/7/9/277

Internet

http://www.mdpi.com/2077-0383/7/9/277

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