Developing a Deep Learning Model Using Transfer Learning from EfficientNet-b3 to Detect Knee Fracture on X-ray Images-Reference-Cited by-同舟云学术

Developing a Deep Learning Model Using Transfer Learning from EfficientNet-b3 to Detect Knee Fracture on X-ray Images

Published:2023-05-12 Issue: Volume: Page:
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Container-title:2023 the 7th International Conference on Medical and Health Informatics (ICMHI)
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Author:

Huang Shu-Tien¹^ORCID,Liu Liong-Rung¹^ORCID,Tsai Ming-Feng²^ORCID,Huang Ming-Yuan³^ORCID,Chiu Hung-Wen⁴^ORCID

Affiliation:

1. Department of Emergency Medicine, Mackay Memorial Hospital, Taiwan and Graduate Institute of Biomedical Informatics, College of Medical Science and Technology, Taipei Medical University, Taiwan

2. Graduate Institute of Biomedical Informatics, College of Medical Science and Technology, Taipei Medical University, Taiwan and Department of Medicine, Mackay Medical College, Taiwan

3. Department of Emergency Medicine, Mackay Memorial Hospital, Taiwan and Department of Medicine, Mackay Medical College, Taiwan

4. Graduate Institute of Biomedical Informatics, College of Medical Science and Technology, Taipei Medical University, Taiwan and Clinical Big Data Research Center, Taipei Medical University Hospital, Taiwan

Publisher

ACM

Link

https://dl.acm.org/doi/pdf/10.1145/3608298.3608352

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4. Diagnostic errors in an accident and emergency department

5. Hallas P. and Ellingsen T. 2006. Errors in fracture diagnoses in the emergency deparment - Characteristics of patients and diurnal variation. BMC Emergency Medicine. 6 (2006) 3-7. DOI:https://doi.org/10.1186/1471-227X-6-4. 10.1186/1471-227X-6-4