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1. 发明申请

US20210012867A1 Collaborative Synthesis-Based Clinical Documentation 有权
公开(公告)号：US20210012867A1
公开(公告)日：2021-01-14
申请号：US17035141
申请日：2020-09-28
申请人： MModal IP LLC
发明人： Juergen Fritsch , Vasudevan Jagannathan
IPC分类号： G16H10/60 , G16H80/00
摘要： A graphical user interface, referred to herein as a virtual whiteboard, that provides both: (1) an automatically prioritized display of information related to a particular patient that is tailored to the current user of the system, and (2) a “scratch pad” area in which multiple users of the system may input free-form text and other data for sharing with other users of the system. When each user of the system accesses the virtual whiteboard, the system: (1) automatically prioritizes the patient information based on characteristics of the user and displays the automatically prioritized patient information to that user, and (2) displays the contents of the scratch pad to the user. As a result, the whiteboard displays both information that is tailored to the current user and information that is common to all users (i.e., not tailored to any particular user).

2. 发明授权

US10325296B2 Methods and systems for selective modification to one of a plurality of components in an engine 有权
公开(公告)号：US10325296B2
公开(公告)日：2019-06-18
申请号：US15839037
申请日：2017-12-12
申请人： MModal IP LLC
发明人： Detlef Koll , Thomas Polzin
IPC分类号： G06Q30/04
摘要： A method for selective modification to one of a plurality of components includes receiving, by an engine, a draft transcript including at least one concept content. The method includes accessing, by a first component in a plurality of components executed by the engine, a mapping between content data and codes to identify a code mapped to the at least one concept content. The method includes modifying the draft transcript to include the identified code. The method includes receiving input representing a status of the identified code. The method includes accessing a data structure storing an indication that the first component identified the code. The method includes modifying a reliability score for the first component. The method includes determining that the first component has a reliability score that fails to satisfy a predetermined threshold. The method includes modifying execution of the first component, based on the determination.

3. 发明授权

US10156956B2 Maintaining a discrete data representation that corresponds to information contained in free-form text 有权
公开(公告)号：US10156956B2
公开(公告)日：2018-12-18
申请号：US13965836
申请日：2013-08-13
申请人： MModal IP LLC
发明人： Detlef Koll , Christopher Scott , Juergen Fritsch , Anna Abovyan , Michael Finke
IPC分类号： G06F3/00 , G06F3/0481 , G06F17/24 , G16H50/20 , G06F19/00 , G16H10/60
摘要： A system includes a data record (such as an Electronic Medical Record (EMR)) and a user interface for modifying (e.g., storing data in) the data record. The data record includes both free-form text elements and discrete data elements. The user interface includes user interface elements for receiving free-form text data. In response to receiving free-form text data via the free-form text user interface elements, a suggested action is identified, such as a suggested action to take in connection with one of the discrete data elements of the data record. Output is generated representing the suggested action. A user provides input indicating acceptance or rejection of the suggested action. The suggested action may be performed in response to the user input.

4. 发明授权

US10062375B2 Speech recognition using an operating system hooking component for context-aware recognition models 有权
公开(公告)号：US10062375B2
公开(公告)日：2018-08-28
申请号：US15334523
申请日：2016-10-26
申请人： MModal IP LLC
发明人： Detlef Koll , Michael Finke
IPC分类号： G06F17/20 , G10L21/00 , G10L15/06 , G06F17/27 , G10L15/183 , G06F3/0481 , G10L15/22 , G06F9/44 , G10L15/26 , G06F9/451
CPC分类号： G10L15/063 , G06F3/04817 , G06F9/451 , G06F9/454 , G06F17/276 , G10L15/183 , G10L15/22 , G10L15/265 , G10L2015/0635 , G10L2015/223
摘要： Inputs provided into user interface elements of an application are observed. Records are made of the inputs and the state(s) the application was in while the inputs were provided. For each state, a corresponding language model is trained based on the input(s) provided to the application while the application was in that state. When the application is next observed to be in a previously-observed state, a language model associated with the application's current state is applied to recognize speech input provided by a user and thereby to generate speech recognition output that is provided to the application. An application's state at a particular time may include the user interface element(s) that are displayed and/or in focus at that time, and is determined by an operating system hooking component embedded in the automatic speech recognition system.

5. 发明申请

US20160140193A1 User Interface for Predictive Model Generation 有权
标题翻译：用于预测模型生成的用户界面
公开(公告)号：US20160140193A1
公开(公告)日：2016-05-19
申请号：US15007598
申请日：2016-01-27
申请人： MModal IP LLC
发明人： Jonathan A. Handler , Juergen Fritsch
IPC分类号： G06F17/30 , G06N7/00
CPC分类号： G06F17/30554 , G06F17/18 , G06F17/30345 , G06F17/30424 , G06F17/30474 , G06F17/30477 , G06N7/005
摘要： A dataset is searched using inclusion set criteria to produce an inclusion set and exclusion set criteria to produce an exclusion set. A set of unique content elements is identified from the inclusion set and the exclusion set. Metrics are derived from the inclusion set, exclusion set, and set of unique content elements, such as a measure, for each unique content element, of the absolute value of the difference between the percentage of records in the inclusion set containing the unique content element and the percentage of records in the exclusion set containing the unique content element. The unique content element set may be sorted and displayed in decreasing order of the above-referenced absolute value. The content element set may be filtered. Individual content elements may be excluded from the content set. A predictive model may be generated based on the resulting version of the content element set.
摘要翻译：使用包含集合标准搜索数据集以生成包含集和排除集合标准以生成排除集合。从包含集合和排除集合中识别一组唯一的内容元素。度量是从包含集合，排除集合和唯一内容元素集合（例如每个唯一内容元素的度量）导出包含唯一内容元素的包含集合中记录的百分比之间的差异的绝对值以及包含唯一内容元素的排除集中的记录百分比。可以按照上述绝对值的递减顺序对唯一的内容元素集合进行排序和显示。内容元素集可以被过滤。可以从内容集中排除各个内容元素。可以基于所生成的内容元素集的版本来生成预测模型。

6. 发明申请

US20160086604A1 Speech Recognition Using Loosely Coupled Components 有权
公开(公告)号：US20160086604A1
公开(公告)日：2016-03-24
申请号：US14958434
申请日：2015-12-03
申请人： MModal IP LLC
发明人： Detlef Koll , Michael Finke
IPC分类号： G10L15/22 , G10L15/30
CPC分类号： G10L15/22 , G10L15/30 , G10L2015/228
摘要： An automatic speech recognition system includes an audio capture component, a speech recognition processing component, and a result processing component which are distributed among two or more logical devices and/or two or more physical devices. In particular, the audio capture component may be located on a different logical device and/or physical device from the result processing component. For example, the audio capture component may be on a computer connected to a microphone into which a user speaks, while the result processing component may be on a terminal server which receives speech recognition results from a speech recognition processing server.

7. 发明申请

US20160005402A1 Content-Based Audio Playback Emphasis 有权
标题翻译：基于内容的音频播放强调
公开(公告)号：US20160005402A1
公开(公告)日：2016-01-07
申请号：US14852021
申请日：2015-09-11
申请人： MModal IP LLC
发明人： Kjell Schubert , Juergen Fritsch , Michael Finke , Detlef Koll
IPC分类号： G10L15/26 , G06F17/27 , G10L15/18
CPC分类号： G10L15/26 , G06F17/273 , G06F17/2785 , G10L15/1807 , G10L15/22 , G10L15/265 , G10L21/04
摘要： Techniques are disclosed for facilitating the process of proofreading draft transcripts of spoken audio streams. In general, proofreading of a draft transcript is facilitated by playing back the corresponding spoken audio stream with an emphasis on those regions in the audio stream that are highly relevant or likely to have been transcribed incorrectly. Regions may be emphasized by, for example, playing them back more slowly than regions that are of low relevance and likely to have been transcribed correctly. Emphasizing those regions of the audio stream that are most important to transcribe correctly and those regions that are most likely to have been transcribed incorrectly increases the likelihood that the proofreader will accurately correct any errors in those regions, thereby improving the overall accuracy of the transcript.
摘要翻译：公开了用于促进校对口头音频流的草稿的过程的技术。一般来说，通过播放对应的口语音频流，强调音频流中与那些高度相关或可能被错误地转录的那些区域，来校对草稿。例如，区域可能会被强调为比相关程度低且可能被正确转录的地区的播放速度更慢。强调音频流中最重要的那些区域是正确转录的，那些最有可能被错误转录的区域增加了校对者准确地纠正这些区域中的任何错误的可能性，从而提高了抄本的整体准确性。

8. 发明申请

US20150371145A1 Providing Computable Guidance to Relevant Evidence in Question-Answering Systems 有权
标题翻译：提供问答系统相关证据的可计算指导
公开(公告)号：US20150371145A1
公开(公告)日：2015-12-24
申请号：US14746174
申请日：2015-06-22
申请人： MModal IP LLC
发明人： Detlef Koll , Thomas Polzin
IPC分类号： G06N5/04
CPC分类号： G06N5/048 , G06F9/453 , G06F17/3043 , G06F17/30976 , G06Q30/04 , G09B7/02
摘要： A computer-based system includes a computer-processable definition of a region in a data set. The system identifies a region of the data set based on the definition of the region. The system provides output to a user representing a question and the identified region of the data set. The system may also automatically generate an answer to the question based on the question and the data set, and provide output to the user representing the answer. The system may generate the answer based on a subset of the data set, and provide output to the user representing the subset of the data set. The user may provide feedback on the first answer to the system, which the system may use to improve subsequent answers to the same and other questions, and to disable the system's automatic question-answering function in response to disagreement between the user and the system.
摘要翻译：基于计算机的系统包括数据集中的区域的计算机可处理定义。系统根据区域的定义识别数据集的区域。系统向表示问题的用户和数据集的识别区域提供输出。系统还可以基于问题和数据集自动生成问题的答案，并向表示答案的用户提供输出。系统可以基于数据集的子集生成答案，并向表示数据集的子集的用户提供输出。用户可以提供关于系统的第一答案的反馈，系统可以使用该反馈来改进对相同和其他问题的后续答案，并且响应于用户和系统之间的不一致而禁用系统的自动问答功能。

9. 发明申请

US20150269221A1 Search by Example 审中-公开
标题翻译：按示例搜索
公开(公告)号：US20150269221A1
公开(公告)日：2015-09-24
申请号：US14657322
申请日：2015-03-13
申请人： MModal IP LLC
发明人： Ariel Raz , Scott Stimmel
IPC分类号： G06F17/30
CPC分类号： G06F17/30646 , G06F17/30395
摘要： A computer system uses a search engine to search a dataset using an initial query provided by a user and thereby to produce initial search results. The system enables the user to select portions of the initial search results. The system identifies metadata associated with the selected portions, and displays information representing that metadata in a form that is easily understandable by a person not trained in the annotation system in which the search results are encoded. The user may instruct the system to add one or more of the displayed metadata elements to the initial query, in response to which the system may add the specified metadata elements to the initial query to produce a modified query. The system may search the dataset using the modified query and thereby produce modified search results. The process may be repeated as desired by the user to further refine the search results.
摘要翻译：计算机系统使用搜索引擎使用由用户提供的初始查询来搜索数据集，从而产生初始搜索结果。该系统使用户能够选择初始搜索结果的部分。该系统识别与所选择的部分相关联的元数据，并且以在编码搜索结果的注释系统中未被训练的人容易理解的形式显示表示元数据的信息。用户可以指示系统将一个或多个所显示的元数据元素添加到初始查询中，响应于该系统可以将指定的元数据元素添加到初始查询以产生经修改的查询。系统可以使用修改的查询搜索数据集，从而产生修改的搜索结果。该过程可以根据用户的需要重复进一步改进搜索结果。

10. 发明授权

US08924394B2 Computer-assisted abstraction for reporting of quality measures 有权
标题翻译：用于报告质量措施的计算机辅助抽象
公开(公告)号：US08924394B2
公开(公告)日：2014-12-30
申请号：US13400910
申请日：2012-02-21
申请人： Vasudevan Jagannathan , Henry W. Ware , Brian A. Ellenberger , Sandra J. Leonard
发明人： Vasudevan Jagannathan , Henry W. Ware , Brian A. Ellenberger , Sandra J. Leonard
IPC分类号： G06F17/30
CPC分类号： G16H40/20 , G06F17/2705 , G06F17/30011 , G06F17/3053 , G06F17/30598 , G06F17/30684 , G06F17/30705 , G06F17/30979 , G06F19/00 , G06F19/324 , G06F19/328 , G06Q10/06395 , G16H10/60
摘要： Methods and systems are disclosed for tracking quality measures in abstracted documents. Embodiments include, determining, based on the abstracted content, a quality measure category, obtaining a quality measure definition corresponding to a quality measure included in the determined quality measure category, determining, based on keywords corresponding to the criterion, whether a portion of the abstracted content satisfies a criterion, recording, in association with the criterion, a reference to the portion of the abstracted content that satisfies the criterion; and selectively generating, a report including the query corresponding to the criterion, a query response, and the portion of the abstracted content satisfying the criterion.
摘要翻译：公开了用于跟踪抽象文档中的质量度量的方法和系统。实施例包括：基于抽象的内容确定质量测量类别，获得与所确定的质量测量类别中包括的质量测量相对应的质量测量定义，基于与标准对应的关键字来确定抽象的部分内容满足标准，与标准相关联地记录对满足标准的抽象内容的部分的引用; 并且选择性地生成包括与标准相对应的查询，查询响应以及满足该标准的抽象内容的部分的报告。

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