JP7174717B2 - 臨床ドキュメンテーションで使用される患者-医師間会話からの詳細構造の取込み - Google Patents
臨床ドキュメンテーションで使用される患者-医師間会話からの詳細構造の取込み Download PDFInfo
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- JP7174717B2 JP7174717B2 JP2019566258A JP2019566258A JP7174717B2 JP 7174717 B2 JP7174717 B2 JP 7174717B2 JP 2019566258 A JP2019566258 A JP 2019566258A JP 2019566258 A JP2019566258 A JP 2019566258A JP 7174717 B2 JP7174717 B2 JP 7174717B2
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- G—PHYSICS
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- G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
- G16H80/00—ICT specially adapted for facilitating communication between medical practitioners or patients, e.g. for collaborative diagnosis, therapy or health monitoring
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- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
- G16H10/00—ICT specially adapted for the handling or processing of patient-related medical or healthcare data
- G16H10/20—ICT specially adapted for the handling or processing of patient-related medical or healthcare data for electronic clinical trials or questionnaires
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- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
- G16H10/00—ICT specially adapted for the handling or processing of patient-related medical or healthcare data
- G16H10/60—ICT specially adapted for the handling or processing of patient-related medical or healthcare data for patient-specific data, e.g. for electronic patient records
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- G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
- G16H15/00—ICT specially adapted for medical reports, e.g. generation or transmission thereof
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- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
- G16H70/00—ICT specially adapted for the handling or processing of medical references
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Description
112 注釈付き転写物ファイル
114 電子カルテ
116 機械学習モデル訓練システム
200 ワークステーション
210 汎用コンピュータ
212 キーボード
214 マウス
216 モニタ
220 タイムインデックス
221 スライダ
Claims (15)
- 医療従事者/患者間会話の記録の転写の注釈付けを容易にするためのコンピュータ実装方法であって、
a)前記記録の転写物の表示を生成するステップと、
b)1つまたは複数の単語からなる前記転写物中のテキスト範囲を強調表示するツールを提供するステップと、
c)前記強調表示されたテキスト範囲にラベルを割り当てるツールを提供するステップであって、前記ツールc)が、前記強調表示されたテキスト範囲への割当てに利用可能な既定のラベルのセットを検索する機構を含み、前記ラベルが、医療エンティティおよび前記医療エンティティの属性を符号化するものである、ステップと、
d)関係のある強調表示されたテキスト範囲のグループを作成するツールを提供するステップであって、前記グループを作成することが、前記強調表示されたテキスト範囲に割り当てられた前記ラベルに関連付けられた前記医療エンティティを前記患者の単一の医学的状態に関連するグループに関連付ける、ステップと
を含む、方法。 - 前記転写物が、時間セグメント情報に索引付けされる、請求項1に記載の方法。
- 前記ツールb)が、個々の文字ではなく、単語または単語のグループの強調表示のみを可能にする、請求項1または2に記載の方法。
- 前記医療エンティティが、薬剤、処置、症状、生命徴候、状態、社会歴、医学的状態、手術、撮像、医療提供者、ワクチン、妊娠歴、検査、および医療機器からなる医療エンティティのリストから選択される、請求項1~3のいずれか一項に記載の方法。
- 前記医療エンティティのうちの少なくとも1つが、階層的に構成される、請求項4に記載の方法。
- 前記医療エンティティのうちの少なくとも1つが、症状医療エンティティと、前記症状医療エンティティ内の体の異なる部分とを含む、請求項5に記載の方法。
- 前記医療エンティティのうちの1つが、症状医療エンティティからなり、
前記症状医療エンティティが、少なくとも重症度、頻度、発症時、位置の属性を含む、
請求項4に記載の方法。 - 事前ラベル付けシステムに前記転写物を供給するステップと、
前記転写物中のテキスト範囲についての提案ラベルを含む事前に注釈が付けられた転写物を前記事前ラベル付けシステムから受け取るステップと
をさらに含む、請求項1~7のいずれか一項に記載の方法。 - 前記ツールc)が、前記事前に注釈が付けられた転写物からの提案ラベルの表示と、前記提案ラベルを拒否または受け入れるツールとをさらに含む、請求項8に記載の方法。
- 前記事前ラベル付けシステムが、医学教科書、臨床用語集、電子カルテ内の臨床ドキュメンテーション、および医師/患者間会話の注釈付き転写物のうちの少なくとも1つに基づいて訓練された固有表現抽出モデルを含む、請求項8に記載の方法。
- 前記ツールb)および前記ツールd)が、キー操作(1つまたは複数)、マウスアクション、またはその両者の組合せを含む、請求項1~10のいずれか一項に記載の方法。
- ツールc)内の前記検索する機構が、利用可能なラベルのスクロール可能なリストの表示と、前記利用可能なラベルのリストを検索するための検索用語を入力するための検索ボックスとを含み、
ツールc)が、ラベルを割り当てるためのキー操作(1つまたは複数)、マウスアクション、またはその両者の組合せをさらに含む、
請求項1~11のいずれか一項に記載の方法。 - 請求項1~12のいずれか一項に記載の方法を実施するための、インタフェースおよびツールa),c),およびd)を備える医療従事者/患者間会話の記録の転写の注釈付けを容易にするシステム。
- 前記事前ラベル付けシステムがさらに、前記転写物中のテキスト範囲についての提案ラベルを含む事前に注釈が付けられた転写物を生成する、かつ/または前記方法がさらに、注釈付き転写オーディオ記録を自動的に生成するステップを含む、請求項8に記載の方法。
- 前記医療エンティティのうちの少なくとも1つが、階層的に定義される、請求項1~12のいずれか一項に記載の方法。
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PCT/US2017/057640 WO2019078887A1 (en) | 2017-10-20 | 2017-10-20 | CAPTURING DETAILED STRUCTURE FROM PATIENT-PHYSICIAN CONVERSATIONS FOR USE IN CLINICAL DOCUMENTATION |
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US (2) | US11521722B2 (ja) |
EP (1) | EP3602563A1 (ja) |
JP (1) | JP7174717B2 (ja) |
KR (1) | KR102365621B1 (ja) |
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CN112270186B (zh) * | 2020-11-04 | 2024-02-02 | 吾征智能技术(北京)有限公司 | 一种基于熵模型的口辣文本信息匹配系统 |
CN114842717B (zh) * | 2022-05-17 | 2023-03-10 | 浙江大学 | 一种重症监护病房用的智能化谵妄评估模型 |
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KR102365621B1 (ko) | 2022-02-21 |
US20230055094A1 (en) | 2023-02-23 |
WO2019078887A1 (en) | 2019-04-25 |
KR20190140987A (ko) | 2019-12-20 |
US20200152302A1 (en) | 2020-05-14 |
US11521722B2 (en) | 2022-12-06 |
CN110692102A (zh) | 2020-01-14 |
JP2020528590A (ja) | 2020-09-24 |
EP3602563A1 (en) | 2020-02-05 |
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