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AUTOMATED CLASSIFICATION AND INTERPRETATION OF LIFE SCIENCE DOCUMENTS

机译:生命科学文件的自动分类和解释

摘要

A computer-implemented tool for automated classification and interpretation of documents, such as life science documents supporting clinical trials, is configured to perform a combination of raw text, document construct, and image analyses to enhance classification accuracy by enabling a more comprehensive machine-based understanding of document content. The combination of analyses provides context for classification by leveraging relative spatial relationships among text and image elements, identifying characteristics and formatting of elements, and extracting additional metadata from the documents as compared to conventional automated classification tools, wherein natural language processing (NLP) is applied to associate text with tokens, and relevant differences and similarities between protocols are identified.
机译:用于自动分类和文件的自动分类和解释的计算机实现的工具,例如支持临床试验的生命科学文档,用于执行原始文本,文档构造和图像分析的组合,以通过实现更全面的机器来提高分类准确性了解文档内容。分析的组合通过利用文本和图像元素之间的相对空间关系,识别元素的特征和格式,以及与传统的自动分类工具相比,从文档中提取附加元数据的分类来提供上下文,并且与传统的自动分类工具相比,其中应用自然语言处理(NLP)要将文本与令牌相关联,并确定协议之间的相关差异和相似性。

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