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

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第一作者： Titipat,Achakulvisut

第一单位： Department of Biomedical Engineering, Faculty of Engineering, Mahidol University.

作者： Titipat,Achakulvisut ^[1] ; Suchanon,Phanthong ^[2] ; Thanawut,Timpitak ^[1] ; Kanpat,Vesessook ^[3] ; Sirinan,Junthong ^[2] ; Withita,Utainrat ^[2] ; Kanokrat,Bunnag ^[2]

作者单位： Department of Biomedical Engineering, Faculty of Engineering, Mahidol University. ^[1] Department of Otolaryngology, Faculty of Medicine Vajira Hospital, Navamindradhiraj University. ^[2] International Community School, Bangkok, Thailand. ^[3]

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

DOI 10.26599/JOTO.2025.9540005

PMID 41069835

发布时间 2025-10-10

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Journal of otology

2025年20卷1期

26-32页

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Journal of otology

2025年20卷1期

26-32页

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

Journal of otology

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

Journal of otology

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Journal of otology

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