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公开(公告)号：US10679738B2
公开(公告)日：2020-06-09
申请号：US15517648
申请日：2015-10-20
Applicant: 3M INNOVATIVE PROPERTIES COMPANY
Inventor： Kavita A. Ganesan , Brian J. Stankiewicz , David E. Yarowsky , Anna N. Rafferty , Michael A. Nossal , Anthony R. Davis
Abstract: This disclosure describes systems, devices, and techniques for identifying sections of medical documents that are suitable for automated medical coding. In one example, a computer-implemented method includes receiving, by one or more processors, the medical document, wherein the medical document comprises a plurality of sections. The method also may include determining, by the one or more processors and via application of a classification model to each section of the plurality of sections, codability indicia for each section of the plurality of sections, wherein the codability indicia represents whether the respective section is suitable for automated medical coding. The method may include outputting, by the one or more processors, the respective codability indicia for each section of the plurality of sections.
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公开(公告)号：US20170300635A1
公开(公告)日：2017-10-19
申请号：US15517648
申请日：2015-10-20
Applicant: 3M INNOVATIVE PROPERTIES COMPANY
Inventor： Kavita A. Ganesan , Brian J. Stankiewicz , David E. Yarowsky , Anna N. Rafferty , Michael A. Nossal , Anthony R. Davis
IPC: G06F19/00
Abstract: This disclosure describes systems, devices, and techniques for identifying sections of medical documents that are suitable for automated medical coding. In one example, a computer-implemented method includes receiving, by one or more processors, the medical document, wherein the medical document comprises a plurality of sections. The method also may include determining, by the one or more processors and via application of a classification model to each section of the plurality of sections, codability indicia for each section of the plurality of sections, wherein the codability indicia represents whether the respective section is suitable for automated medical coding. The method may include outputting, by the one or more processors, the respective codability indicia for each section of the plurality of sections.
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公开(公告)号：US10565351B2
公开(公告)日：2020-02-18
申请号：US15242670
申请日：2016-08-22
Applicant: 3M INNOVATIVE PROPERTIES COMPANY
Inventor： Michael A. Nossal , Guoli Wang
Abstract: This disclosure describes a computerized system for managing medical information, the system including at least one computing device configured to receive a plurality of medical documents, determine skip grams comprising tokens for the plurality of medical documents, wherein each of the skip grams comprises one or more tokens of at least one of the medical documents, and populate a trie data structure based on the skip grams. The at least one computing device is further configured to prune the plurality of nodes of the trie based on one or more criteria to produce a pruned trie of nodes, determine rules for associating medical billing codes with the skip grams of the pruned trie of nodes based on pointwise mutual information, and output the determined rules.
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公开(公告)号：US20170061085A1
公开(公告)日：2017-03-02
申请号：US15242670
申请日：2016-08-22
Applicant: 3M INNOVATIVE PROPERTIES COMPANY
Inventor： Michael A. Nossal , Guoli Wang
CPC classification number: G06F19/328 , G06F17/271 , G16H10/60
Abstract: This disclosure describes a computerized system for managing medical information, the system including at least one computing device configured to receive a plurality of medical documents, determine skip grams comprising tokens for the plurality of medical documents, wherein each of the skip grams comprises one or more tokens of at least one of the medical documents, and populate a trie data structure based on the skip grams. The at least one computing device is further configured to prune the plurality of nodes of the trie based on one or more criteria to produce a pruned trie of nodes, determine rules for associating medical billing codes with the skip grams of the pruned trie of nodes based on pointwise mutual information, and output the determined rules.
Abstract translation: 本公开描述了一种用于管理医疗信息的计算机化系统，该系统包括被配置为接收多个医疗文档的至少一个计算设备，确定包括多个医疗文档的令牌的跳过克，其中每个跳过克包括一个或多个 至少一个医疗文件的标记，并且基于跳过克数填充特里数据结构。 所述至少一个计算设备还被配置为基于一个或多个标准来修剪所述特里的所述多个节点，以产生经修剪的节点特征，确定用于将医疗计费代码与所述节点的所述经修剪的特里节点的跳过关联的规则 逐点互信息，并输出确定的规则。
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