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Developing a diagnostic support system for audiogram interpretation using deep learning-based object detection

Titipat Achakulvisut Suchanon Phanthong Thanawut Timpitak Kanpat Vesessook Sirinan Junthong Withita Utainrat Kanokrat Bunnag

Journal of Otology2025，Vol.20Issue(1)：P.26-32,7.

Journal of Otology2025，Vol.20Issue(1)：P.26-32,7.DOI:10.26599/JOT0.2025.9540005

Developing a diagnostic support system for audiogram interpretation using deep learning-based object detection

Titipat Achakulvisut ¹Suchanon Phanthong ²Thanawut Timpitak ¹Kanpat Vesessook ³Sirinan Junthong ²Withita Utainrat ²Kanokrat Bunnag²

作者信息

1. Department of Biomedical Engineering,Faculty of Engineering,Mahidol University
2. Department of Otolaryngology,Faculty of Medicine Vajira Hospital,Navamindradhiraj University
3. International Community School,Bangkok,Thailand
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摘要

关键词

Audiogram/Deep machine learning/Training set/Validation set/Testing set/Automatic Machine Learning(AutoML)/Random Forest Classifier(RFC)/Support Vector Machine(SVM)/XGBoost

分类

信息技术与安全科学

引用本文复制引用

Titipat Achakulvisut,Suchanon Phanthong,Thanawut Timpitak,Kanpat Vesessook,Sirinan Junthong,Withita Utainrat,Kanokrat Bunnag..Developing a diagnostic support system for audiogram interpretation using deep learning-based object detection[J].Journal of Otology,2025,20(1):P.26-32,7.

Journal of Otology

ISSN：1672-2930

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