Application of deep learning in medical imaging: Hope or trap?
10.16781/j.0258-879x.2018.08.0859
- Author:
Liang ZHAO
1
Author Information
1. Digital Medicine Research Center of Fudan University, Shanghai Medical Image Processing and Digital Diagnosis Key Laboratory
- Publication Type:Journal Article
- Keywords:
Artificial intelligence;
Big data;
Deep learning;
Medical imaging
- From:
Academic Journal of Second Military Medical University
2018;39(8):859-864
- CountryChina
- Language:Chinese
-
Abstract:
Medical imaging technology plays an important role in the detection, diagnosis and treatment of diseases. Due to the instability of human expert experience, machine learning technology is expected to assist researchers and doctors to improve the accuracy of imaging diagnosis and treatment and reduce the imbalance of medical resources. In this paper, we systematically summarized the methods of deep learning technology, introduced the application of deep learning in medical imaging, and discussed the limitations of deep learning technology in medical imaging.
