公开(公告)号：US10950329B2

公开(公告)日：2021-03-16

申请号：US14941445

申请日：2015-11-13

申请人： MModal IP LLC

发明人： Detlef Koll ,  Michael Finke ,  John McKenna ,  Derek Nichols

IPC分类号： G16H10/60 ,  G06Q10/10

摘要： A computer system increases the efficiency with which billing codes may be generated based on a chart, such as a medical chart. The computer system provides the chart to a computer-assisted coding (CAC) module, which produces an initial set of billing codes and an initial assessment of the accuracy and/or completeness of the codes. The computer system decides whether to send the initial set of billing codes to an initial human reviewer. If the computer system sends the initial set of billing codes to the initial human reviewer, then the initial human reviewer reviews the chart and the output of the CAC module, and attempts to fix errors in the CAC output. The system provides the chart and the current (initial or modified) codes to a final human reviewer, who may be more highly skilled than the initial human reviewer, for final verification and modification.

公开(公告)号：US10325589B2

公开(公告)日：2019-06-18

申请号：US15981263

申请日：2018-05-16

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 ,  G10L15/26 ,  G06F9/451 ,  G10L15/22

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.

公开(公告)号：US20180240061A1

公开(公告)日：2018-08-23

申请号：US15899447

申请日：2018-02-20

申请人： MModal IP LLC

发明人： Ian Gransden ,  James Gaskell

IPC分类号： G06Q10/06 ,  G06F3/16

CPC分类号： G06Q10/063112 ,  G06F3/167 ,  G06Q10/063118

摘要： A computer system uses historical sources of information on transcription work performed by transcriptionists (such as medical transcriptionists) to increase the productivity of such transcriptionists by automatically assigning, to those transcriptionists, transcription work that those transcriptionists are more likely to perform efficiently and effectively, based on the properties of transcription jobs previously performed by the transcriptionists and the quality of the work performed by the transcriptionists on those jobs.

公开(公告)号：US20180204645A1

公开(公告)日：2018-07-19

申请号：US15872532

申请日：2018-01-16

申请人： MModal IP LLC

发明人： Gilan El Saadawi

IPC分类号： G16H80/00 ,  G06F17/30 ,  H04L29/08 ,  G06F17/28 ,  G10L15/26

CPC分类号： G16H80/00 ,  G06F16/93 ,  G06F17/28 ,  G06N5/04 ,  G06N20/00 ,  G06Q10/06 ,  G10L15/26 ,  G16H10/60 ,  G16H50/70 ,  H04L67/10

摘要： A method for manifestation and transmission of follow-up notifications includes determining whether a document indicates a follow-up action associated with content in the document. The method includes generating at least one alert including an indication of the follow-up action. The method includes manifesting the at least one alert to at least one user.

公开(公告)号：US20170270626A1

公开(公告)日：2017-09-21

申请号：US15616884

申请日：2017-06-07

申请人： MModal IP LLC

发明人： Detlef Koll ,  Juergen Fritsch

IPC分类号： G06Q50/22 ,  G06Q10/10 ,  G06F19/00 ,  G06Q50/24

CPC分类号： G06Q50/22 ,  G06Q10/10 ,  G06Q50/24 ,  G16H10/60 ,  G16H15/00

摘要： An automated system updates electronic medical records (EMRs) based on dictated reports, without requiring manual data entry into on-screen forms. A dictated report is transcribed by an automatic speech recognizer, and facts are extracted from the report and stored in encoded form. Information from a patient's report is also stored in encoded form. The resulting encoded information from the report and EMR are reconciled with each other, and changes to be made to the EMR are identified based on the reconciliation. The identified changes are made to the EMR automatially, without requiring manual data entry into the EMR.

公开(公告)号：US09704099B2

公开(公告)日：2017-07-11

申请号：US15218510

申请日：2016-07-25

申请人： MModal IP LLC

发明人： Detlef Koll ,  Thomas Polzin

IPC分类号： G06F17/30 ,  G06N5/04 ,  G09B7/02 ,  G06F9/44 ,  G06Q30/04

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.

公开(公告)号：US20170124258A1

公开(公告)日：2017-05-04

申请号：US14932266

申请日：2015-11-04

申请人： MModal IP LLC

发明人： Juergen Fritsch ,  Vasudevan Jagannathan ,  Thomas Polzin ,  Henry W. Ware

IPC分类号： G06F19/00 ,  G06F17/30 ,  G06F21/62 ,  H04L29/06

CPC分类号： G16H10/60 ,  G06F21/6254 ,  H04L63/105

摘要： A method for dynamic de-identification of a document includes generating a document including a tag associated with an element including protected health information, the tag including at least one instruction for rendering the element. The method includes identifying a level of authorization of a user requesting access to the generated document. The method includes rendering the document for display to the user according to the at least one instruction in the tag, based on the determined level of authorization.

公开(公告)号：US20170061081A1

公开(公告)日：2017-03-02

申请号：US15290667

申请日：2016-10-11

申请人： MModal IP LLC

发明人： Vasudevan Jagannathan ,  Henry W. Ware ,  Brian A. Ellenberger ,  Sandra J. Leonard

IPC分类号： G06F19/00 ,  G06F17/30 ,  G06F17/27

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，基于与标准相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。

公开(公告)号：US09520124B2

公开(公告)日：2016-12-13

申请号：US14942349

申请日：2015-11-16

申请人： MModal IP LLC

发明人： Lambert Mathias ,  Girija Yegnanarayanan ,  Juergen Fritsch

IPC分类号： G10L15/06 ,  G10L15/183 ,  G10L15/26 ,  G06F17/27 ,  G06F17/28 ,  G10L15/02 ,  G10L15/193

CPC分类号： G10L15/063 ,  G06F17/271 ,  G06F17/2775 ,  G06F17/28 ,  G10L15/02 ,  G10L15/183 ,  G10L15/193 ,  G10L15/26 ,  G10L2015/0631 ,  G10L2015/0633

摘要： A system is provided for training an acoustic model for use in speech recognition. In particular, such a system may be used to perform training based on a spoken audio stream and a non-literal transcript of the spoken audio stream. Such a system may identify text in the non-literal transcript which represents concepts having multiple spoken forms. The system may attempt to identify the actual spoken form in the audio stream which produced the corresponding text in the non-literal transcript, and thereby produce a revised transcript which more accurately represents the spoken audio stream. The revised, and more accurate, transcript may be used to train the acoustic model using discriminative training techniques, thereby producing a better acoustic model than that which would be produced using conventional techniques, which perform training based directly on the original non-literal transcript.

公开(公告)号：US09489433B2

公开(公告)日：2016-11-08

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 ,  G06F17/18

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.