A Questionnaire-Based Ensemble Learning Model to Predict the Diagnosis of Vertigo: Model Development and Validation Study

• Main Authors: Fangzhou Yu (Author), Peixia Wu (Author), Haowen Deng (Author), Jingfang Wu (Author), Shan Sun (Author), Huiqian Yu (Author), Jianming Yang (Author), Xianyang Luo (Author), Jing He (Author), Xiulan Ma (Author), Junxiong Wen (Author), Danhong Qiu (Author), Guohui Nie (Author), Rizhao Liu (Author), Guohua Hu (Author), Tao Chen (Author), Cheng Zhang (Author), Huawei Li (Author)
• Format: Book
• Published: JMIR Publications, 2022-08-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

BackgroundQuestionnaires have been used in the past 2 decades to predict the diagnosis of vertigo and assist clinical decision-making. A questionnaire-based machine learning model is expected to improve the efficiency of diagnosis of vestibular disorders. ObjectiveThis study aims to develop and vali...