Published on in Vol 9, No 5 (2021): May

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/14755, first published .
Automatically Diagnosing Disk Bulge and Disk Herniation With Lumbar Magnetic Resonance Images by Using Deep Convolutional Neural Networks: Method Development Study

Automatically Diagnosing Disk Bulge and Disk Herniation With Lumbar Magnetic Resonance Images by Using Deep Convolutional Neural Networks: Method Development Study

Automatically Diagnosing Disk Bulge and Disk Herniation With Lumbar Magnetic Resonance Images by Using Deep Convolutional Neural Networks: Method Development Study

Qiong Pan   1, 2 * , MS ;   Kai Zhang   3, 4 * , PhD ;   Lin He   3 , BSc ;   Zhou Dong   5 , MS ;   Lei Zhang   3 , BSc ;   Xiaohang Wu   6 , PhD ;   Yi Wu   7 , MD ;   Yanjun Gao   8 , PhD

1 School of Telecommunications Engineering, Xidian University, Xi’an, China

2 College of Science, Northwest A&F University, Yangling, China

3 School of Computer Science and Technology, Xidian University, Xi'an, China

4 SenseTime Group Limited, Shanghai, China

5 School of Computer Science, Northwestern Polytechnical University, Xi'an, China

6 State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, China

7 Medical Imaging Department, The Affiliated Hospital of Northwest University Xi’an Number 3 Hospital, Xi’an, China

8 Xi’an Key Laboratory of Cardiovascular and Cerebrovascular Diseases, The Affiliated Hospital of Northwest University Xi’an Number 3 Hospital, Xi'an, China

*these authors contributed equally

Corresponding Author:

  • Yanjun Gao, PhD
  • Xi’an Key Laboratory of Cardiovascular and Cerebrovascular Diseases
  • The Affiliated Hospital of Northwest University Xi’an Number 3 Hospital
  • No 10 Eastern section of the third FengCheng Rd
  • WeiYang District
  • Xi'an
  • China
  • Phone: 86 61816169
  • Fax: 86 61816100
  • Email: nige.001@stu.xjtu.edu.cn