Automatic Recognition of Laryngoscopic Images Using a Deep‐Learning Technique

Author:

Ren Jianjun12ORCID,Jing Xueping34,Wang Jing1ORCID,Ren Xue5,Xu Yang1,Yang Qiuyun6,Ma Lanzhi7,Sun Yi7,Xu Wei8,Yang Ning9,Zou Jian1,Zheng Yongbo1,Chen Min1,Gan Weigang1ORCID,Xiang Ting1,An Junnan1,Liu Ruiqing10,Lv Cao11,Lin Ken12,Zheng Xianfeng1,Lou Fan12,Rao Yufang1,Yang Hui1,Liu Kai3,Liu Geoffrey213,Lu Tao14ORCID,Zheng Xiujuan3,Zhao Yu1

Affiliation:

1. Department of Otorhinolaryngology West China Hospital, West China Medical School, Sichuan University Chengdu China

2. Medical Oncology and Medical Biophysics Princess Margaret Cancer Centre Toronto Ontario Canada

3. Department of Automation College of Electrical Engineering and Information Technology, Sichuan University Chengdu China

4. Department of Radiation Oncology University Medical Center Groningen Groningen The Netherlands

5. Department of Economic Statistics School of Statistics and Management, Shanghai University of Finance and Economics Shanghai China

6. Department of Forensics West China School of Preclinical and Forensic Medicine, Sichuan University Chengdu China

7. Department of Preclinical Medicine West China School of Preclinical and Forensic Medicine, Sichuan University Chengdu China

8. Department of Biostatistics Princess Margaret Cancer Centre Toronto Ontario Canada

9. College of Computer Science, Sichuan University Chengdu China

10. Department of Otorhinolaryngology Kunming City Women and Children Hospital Kunming China

11. Department of Otorhinolaryngology The Second Affiliated Hospital of Kunming Medical University Kunming China

12. Department of Otorhinolaryngology The Affiliated Children's Hospital of Kunming Medical University Kunming China

13. Medicine and Epidemiology, Dalla Lana School of Public Health University of Toronto Toronto Ontario Canada

14. Department of Otolaryngology and Head Neck Surgery The First Affiliated Hospital of Kunming Medical University Kunming China

Funder

Chengdu Science and Technology Bureau

Sichuan University

Fundamental Research Funds for the Central Universities

Publisher

Wiley

Subject

Otorhinolaryngology

Reference22 articles.

1. The History of Laryngology: A Centennial Celebration

2. Clinical Practice Guideline: Hoarseness (Dysphonia) (Update)

3. ImageNet Large Scale Visual Recognition Challenge

4. DengJ DongW SocherR LiL. ImageNet: a large‐scale hierarchical image database. Paper presented at: IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009); June 20–25 2009; Miami Florid USA. IEEE 2009.

5. A Survey on Transfer Learning

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