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Artificial Intelligence Architecture For Evaluating Dental Images And Documentation For Dental Procedures
Artificial Intelligence Architecture For Evaluating Dental Images And Documentation For Dental Procedures
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机译：用于评估牙科图像和牙科手术文件的人工智能架构
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摘要
A dental procedure, one or more dental images, and documentation are processed to extract data and label and/or measure dental anatomy or pathologies using a first stage. The extracted data and labels are processed with a second stage to obtain predictions of deficiencies of the dental images and documentation. The predictions may include tasks to remedy the deficiencies, adjudication likelihood, instant payment amount, patient fee, and average time to payment. The first stage and second stage may each include a plurality of machine learning models. The second stage may include a plurality of machine learning models coupled to a concatenation layer. Inputs to the concatenation layer may include outputs of hidden layers of the plurality of machine learning models. The concatenation layer may take the extracted data and labels as inputs.
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