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Patient-centric clinical knowledge discovery system

A knowledge and retrieval system technology, applied in medical data mining, instruments, healthcare informatics, etc., can solve problems such as patients’ difficulty in understanding, too many patients unable to digest and absorb, etc., to achieve aggregation and summary improvement, and improve system capabilities Effect

Pending Publication Date: 2019-05-24
KONINKLJIJKE PHILIPS NV
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  • Claims
  • Application Information

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Problems solved by technology

Similarly, even if a patient's query adequately locates applicable references in the field, the mere presentation of the located reference material may be virtually incomprehensible to the patient, or the amount of located reference material may be overwhelming to the patient. Saying may be too much to digest and absorb in any reasonable amount of time

Method used

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  • Patient-centric clinical knowledge discovery system
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Embodiment Construction

[0020] In the following description, for purposes of explanation and not limitation, specific details are set forth such as specific architectures, interfaces, techniques, etc. in order to provide a thorough understanding of the concepts of the present invention. It will be apparent, however, to one skilled in the art that the present invention may be practiced in other embodiments that depart from these specific details. In like manner, the text of this specification refers to exemplary embodiments as shown in the drawings and is not intended to limit the claimed invention beyond the limitations expressly included in the claims. For purposes of simplicity and clarity, detailed descriptions of well-known devices, circuits, and methods are omitted so as not to obscure the description of the present invention with unnecessary detail.

[0021] figure 1 An exemplary block diagram of an embodiment of a medical information retrieval system in accordance with the principles of the i...

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Abstract

A medical information retrieval system comprises a natural language processing system that processes a vocal user query to identify key words and phrases. These key words and phrases are provided to an inferencing engine that provides a set of knowledge-based inferences from medical knowledge sources, based on these key words and phrases. Thereafter, these knowledge-based inferences are provided to an information retrieval engine that retrieves a corresponding plurality of medical articles based on these knowledge-based inferences, and ranks each with respect to the knowledge-based inferences.A summary engine receives the ranked articles and creates a model based on the topical keywords and candidate sentences found in the highly ranked articles. A paraphrase engine processes the candidate sentences to provide a summary response based on a knowledge-based paraphrase model. An audio output device renders the summary report as the response to the user's original vocal query.

Description

technical field [0001] The present invention relates to the field of computer enhancements that facilitate the effective and efficient retrieval and merging of information contained in patient medical records, and in particular to the use of a combination of deep learning, natural language processing, and voice services to process user information about information contained in patient medical records A knowledge-based discovery system for queries. Background technique [0002] Routine processing available on computer systems is not well suited to inquiries by non-clinical experts about information contained in records designed and implemented for clinical experts (e.g., from patients about the "meaning" or "impact" of information contained in patient medical records query) to respond. [0003] Typically, a patient may visit a medical practitioner to receive the results of a given test or series of tests. This test result can be highly technical, and the practitioner "tran...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G16H50/70G16H50/20G16H15/00
CPCG16H50/70G16H50/20G16H15/00G06F16/35G06F40/30G06N3/08G06N5/04
Inventor O·F·法里S·S·阿尔哈桑柳俊毅K·M·Y·李V·V·达特拉
Owner KONINKLJIJKE PHILIPS NV
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