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公开(公告)号：US20230297772A1
公开(公告)日：2023-09-21
申请号：US18123890
申请日：2023-03-20
发明人： John P. Pestian , Tracy A. Glauser , Katherine D. Holland , Shannon Michelle Standridge , Hansel M. Greiner , Kevin Bretonnel Cohen
摘要： The present invention relates to computer-based clinical decision support tools including, computer-implemented methods, computer systems, and computer program products for clinical decision support. These tools assist the clinician in identifying epilepsy patients who are candidates for surgery and utilize a combination of natural language processing, corpus linguistics, and machine learning techniques.
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公开(公告)号：US20170039186A1
公开(公告)日：2017-02-09
申请号：US15280250
申请日：2016-09-29
发明人： John P. Pestian , Pawel Matykiewicz , Wlodzislaw Duch , Tracy A. Glauser , Robert A. Kowatch , Jacqueline M. Grupp-Phelan , Michael Sorter
CPC分类号： G06F17/2785 , G06F17/218 , G06F17/27 , G06F17/2705 , G06F17/273 , G06F17/274 , G06F17/28 , G06F17/30684 , G06F19/00 , G06F19/328 , G06Q50/22
摘要： A method for performing natural language processing of free text using domain-specific spreading activation. Embodiments of the present invention ontologize free text using an algorithm based on neurocognitive theory by simulating human recognition, semantic, and episodic memory approaches. Embodiments of the invention may be used to process clinical text for assignment of billing codes, analyze suicide notes or legal discovery materials, and for processing other collections of text. Further, embodiments of the invention may be used to more effectively search large databases, such as a database containing a large number of medical publications.
摘要翻译： 一种使用域特定扩展激活来执行自由文本的自然语言处理的方法。 本发明的实施例通过模拟人类识别，语义和情景记忆方法，使用基于神经认知理论的算法对自由文本进行自我标记。 本发明的实施例可以用于处理用于分配计费代码的临床文本，分析自杀笔记或法定发现材料以及处理其他文本集合。 此外，本发明的实施例可以用于更有效地搜索诸如包含大量医疗出版物的数据库之类的大型数据库。
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公开(公告)号：US10140288B2
公开(公告)日：2018-11-27
申请号：US15280250
申请日：2016-09-29
发明人： John P. Pestian , Pawel Matykiewicz , Wlodzislaw Duch , Tracy A. Glauser , Robert A. Kowatch , Jacqueline M. Grupp-Phelan , Michael Sorter
摘要： A method for performing natural language processing of free text using domain-specific spreading activation. Embodiments of the present invention ontologize free text using an algorithm based on neurocognitive theory by simulating human recognition, semantic, and episodic memory approaches. Embodiments of the invention may be used to process clinical text for assignment of billing codes, analyze suicide notes or legal discovery materials, and for processing other collections of text. Further, embodiments of the invention may be used to more effectively search large databases, such as a database containing a large number of medical publications.
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公开(公告)号：US09691411B2
公开(公告)日：2017-06-27
申请号：US14893253
申请日：2014-05-23
摘要： A method for assessing suicide risk for a human subject including receiving recorded voice data of the subject; and classifying the subject as suicidal or non-suicidal based upon a computerized analysis of one or more nonverbal characteristics of the speech data, especially features associated with a breathy phonation type. The analysis of the nonverbal characteristics of the voice data can include an analysis of acoustic characteristics of speech, and/or an analysis of prosodic and voice quality-related features of the voice data. Related apparatus, systems, techniques and articles are also described.
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5.发明申请公开(公告)号：US20160180041A1
公开(公告)日：2016-06-23
申请号：US14908084
申请日：2014-07-31
发明人： John P. Pestian , Tracy A. Glauser , Pawel Matykiewicz , Katherine D. Holland , Shannon Michelle Standridge , Hansel M. Greiner , Kevin Bretonnel Cohen
CPC分类号： G06F17/28 , G06Q10/103 , G06Q50/24 , G16H50/20
摘要： The present invention relates to computer-based clinical decision support tools including, computer-implemented methods, computer systems, and computer program products for clinical decision support. These tools assist the clinician in identifying epilepsy patients who are candidates for surgery and utilize a combination of natural language processing, corpus linguistics, and machine learning techniques.
摘要翻译： 本发明涉及基于计算机的临床决策支持工具，包括计算机实现的方法，计算机系统和用于临床决策支持的计算机程序产品。 这些工具有助于临床医生识别作为手术候选者的癫痫患者，并利用自然语言处理，语料库语言学和机器学习技术的组合。
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6.发明申请System and Method for Assessing Suicide Risk of a Patient Based Upon Non-Verbal Characteristics of Voice Data 有权基于语音数据非语言特征评估患者自杀风险的系统和方法公开(公告)号：US20160099011A1
公开(公告)日：2016-04-07
申请号：US14893253
申请日：2014-05-23
摘要： A method for assessing suicide risk for a human subject including receiving recorded voice data of the subject; and classifying the subject as suicidal or non-suicidal based upon a computerized analysis of one or more nonverbal characteristics of the speech data, especially features associated with a breathy phonation type. The analysis of the nonverbal characteristics of the voice data can include an analysis of acoustic characteristics of speech, and/or an analysis of prosodic and voice quality-related features of the voice data. Related apparatus, systems, techniques and articles are also described.
摘要翻译： 评估人类受试者自杀风险的方法，包括接收受试者的记录声音数据; 并且基于对语音数据的一个或多个非语言特征的计算机化分析，特别是与呼吸发音类型相关联的特征，将该主题分类为自杀或非自杀。 语音数据的非语言特性的分析可以包括对语音的声学特性的分析和/或语音数据的韵律和语音质量相关特征的分析。 还描述了相关设备，系统，技术和物品。
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公开(公告)号：US20190294683A1
公开(公告)日：2019-09-26
申请号：US16396835
申请日：2019-04-29
发明人： John P. Pestian , Tracy A. Glauser , Katherine D. Holland , Shannon Michelle Standridge , Hansel M. Greiner , Kevin Bretonnel Cohen
摘要： The present invention relates to computer-based clinical decision support tools including, computer-implemented methods, computer systems, and computer program products for clinical decision support. These tools assist the clinician in identifying epilepsy patients who are candidates for surgery and utilize a combination of natural language processing, corpus linguistics, and machine learning techniques.
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8.发明申请公开(公告)号：US20190131015A1
公开(公告)日：2019-05-02
申请号：US16226069
申请日：2018-12-19
发明人： John P. Pestian , Tracy A. Glauser , Bruce Aronow
摘要： The disclosure provides methods for assessing a neuropsychiatric condition of a human subject by combining the subject's biomarker data and thought marker data into a quantitative assessment of the subject's neuropsychiatric condition.
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公开(公告)号：US09477655B2
公开(公告)日：2016-10-25
申请号：US14553562
申请日：2014-11-25
发明人： John P. Pestian , Pawel Matykiewicz , Wlodzislaw Duch , Tracy A. Glauser , Robert A. Kowatch , Jacqueline M. Grupp-Phelan , Michael Sorter
CPC分类号： G06F17/2785 , G06F17/218 , G06F17/27 , G06F17/2705 , G06F17/273 , G06F17/274 , G06F17/28 , G06F17/30684 , G06F19/00 , G06F19/328 , G06Q50/22
摘要： A method for performing natural language processing of free text using domain-specific spreading activation. Embodiments of the present invention ontologize free text using an algorithm based on neurocognitive theory by simulating human recognition, semantic, and episodic memory approaches. Embodiments of the invention may be used to process clinical text for assignment of billing codes, analyze suicide notes or legal discovery materials, and for processing other collections of text. Further, embodiments of the invention may be used to more effectively search large databases, such as a database containing a large number of medical publications.
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公开(公告)号：US20150081280A1
公开(公告)日：2015-03-19
申请号：US14553562
申请日：2014-11-25
发明人： John P. Pestian , Pawel Matykiewicz , Wlodzislaw Duch , Tracy A. Glauser , Robert A. Kowatch , Jacqueline M. Grupp-Phelan
CPC分类号： G06F17/2785 , G06F17/218 , G06F17/27 , G06F17/2705 , G06F17/273 , G06F17/274 , G06F17/28 , G06F17/30684 , G06F19/00 , G06F19/328 , G06Q50/22
摘要： A method for performing natural language processing of free text using domain-specific spreading activation. Embodiments of the present invention ontologize free text using an algorithm based on neurocognitive theory by simulating human recognition, semantic, and episodic memory approaches. Embodiments of the invention may be used to process clinical text for assignment of billing codes, analyze suicide notes or legal discovery materials, and for processing other collections of text. Further, embodiments of the invention may be used to more effectively search large databases, such as a database containing a large number of medical publications.
摘要翻译： 一种使用域特定扩展激活来执行自由文本的自然语言处理的方法。 本发明的实施例通过模拟人类识别，语义和情景记忆方法，使用基于神经认知理论的算法对自由文本进行自我标记。 本发明的实施例可以用于处理用于分配计费代码的临床文本，分析自杀笔记或法定发现材料以及处理其他文本集合。 此外，本发明的实施例可以用于更有效地搜索诸如包含大量医疗出版物的数据库之类的大型数据库。
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