Artificial Intelligence-Based Prediction of Lung Cancer Risk Using Nonimaging Electronic Medical Records: Deep Learning Approach.

Journal: Journal of medical Internet research
Published Date: Aug 3, 2021

Abstract

BACKGROUND: Artificial intelligence approaches can integrate complex features and can be used to predict a patient's risk of developing lung cancer, thereby decreasing the need for unnecessary and expensive diagnostic interventions.

Authors

  • Marvin Chia-Han Yeh
    Department of Dermatology, Wan Fang Hospital, Taipei Medical University, Taipei, Taiwan.
  • Yu-Hsiang Wang
    College of Medicine, Taipei Medical University, Taipei, Taiwan.
  • Hsuan-Chia Yang
    Clinical Big Data Research Center, Taipei Medical University Hospital, Taipei Medical University, Taipei, Taiwan.
  • Kuan-Jen Bai
    Division of Pulmonary Medicine, Department of Internal Medicine, Wan Fang Hospital, Taipei Medical University, Taipei, Taiwan.
  • Hsiao-Han Wang
    Department of Dermatology, Wan Fang Hospital, Taipei Medical University, Taipei, Taiwan.
  • Yu-Chuan Jack Li
    Graduate Institute of Biomedical Informatics, Taipei Medical University, Taipei, Taiwan.

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