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Methods and systems for combining video, image, and audio data with text data for comprehensive data analysis
Methods and systems for combining video, image, and audio data with text data for comprehensive data analysis
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机译:用于将视频,图像和音频数据与文本数据组合以进行全面数据分析的方法和系统
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摘要
The present invention combines non-text surgical data of multiple modalities in different formats, in particular in the form of videos, images, and audios, in a significant way so that the combined data from multiple modalities is text data. Various embodiments are provided that are compatible with In some embodiments, prior to combining surgical data of multiple modalities, multiple segmentation engines are used to segment and transform surgical data of a corresponding modality into a corresponding set of metrics and parameters. Multiple sets of metrics and parameters corresponding to multiple modalities are then combined to produce a combined feature set. The combined feature set may be provided to a data analysis tool to perform comprehensive data analyzes on the combined feature set to generate one or more predictions for the surgical procedure.
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