JP2021516090A - 超音波検査にアノテーションを付けるための方法および装置 - Google Patents
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Abstract
Description
Claims (21)
- 超音波イメージングシステムであって、
プロセッサにより実行可能ないくつかの命令を格納するためのメモリと、
プロセッサであって、
超音波画像を分類するように訓練されたニューラルネットワークに画像に適した超音波データを提供し、
前記ニューラルネットワークによる前記分類に基づいて前記画像に関連付けられ得る一または二以上のピクトグラフを示す
ための前記命令を実行するように構成されたプロセッサと、
を備える、超音波イメージングシステム。 - 前記プロセッサは前記分類された超音波画像に対応する一または二以上のピクトグラフを表示することにより一または二以上のピクトグラフを示すように構成される、請求項1に記載の超音波イメージングシステム。
- 前記プロセッサは前記分類された超音波画像に対応しない一または二以上のピクトグラフを表示しないように構成される、請求項1に記載の超音波イメージングシステム。
- 前記プロセッサは各ピクトグラフが前記分類された超音波画像に対応する可能性がどれほど高いかの表示と共に一または二以上のピクトグラフを示すように構成される、請求項1に記載の超音波イメージングシステム。
- 前記プロセッサは各ピクトグラフが前記分類された超音波画像に対応する可能性がどれほど高いかを表す順序で一または二以上のピクトグラフを示すように構成される、請求項4に記載の超音波イメージングシステム。
- 前記プロセッサは各ピクトグラフが前記分類された超音波画像に対応する可能性がどれほど高いかを表示する視覚的合図を用いて一または二以上のピクトグラフを示すように構成される、請求項4に記載の超音波イメージングシステム。
- 前記視覚的合図は各ピクトグラフが前記分類された超音波画像に対応する可能性がどれほど高いかを表示する色である、請求項6に記載の超音波イメージングシステム。
- 視覚的合図は各ピクトグラフが前記分類された超音波画像に対応する可能性がどれほど高いかを表すスコアである、請求項4に記載の超音波イメージングシステム。
- 前記プロセッサは前記訓練されたニューラルネットワークへの入力として超音波画像の画素値を提供するように構成される、請求項1に記載の超音波イメージングシステム。
- 前記プロセッサは前記訓練されたニューラルネットワークへの入力として超音波画像に適したプレ画素画像データを提供するように構成される、請求項1に記載の超音波イメージングシステム。
- 前記超音波イメージングシステムは異なるタイプの組織を表すいくつかのピクトグラフを格納するためのメモリを含む、請求項1に記載の超音波イメージングシステム。
- 前記ニューラルネットワークは前記超音波データがいくつかの異なる組織タイプを表す可能性がどれほど高いかの表示を生成するように構成され、前記プロセッサは最も可能性の高い組織タイプに対応する一または二以上のピクトグラフを示すように構成される、請求項1に記載の超音波イメージングシステム。
- 前記ニューラルネットワークは前記超音波データがいくつかの前記組織の異なる視野を表す可能性がどれほど高いかの表示を生成するように構成され、前記プロセッサは最も可能性の高い組織タイプおよび最も可能性の高い視野に対応する一または二以上のピクトグラフを表すように構成される、請求項12に記載の超音波イメージングシステム。
- 前記ニューラルネットワークは前記画像内の各区域が組織の特徴を表す可能性がどれほど高いかの表示を生成するように構成され、前記プロセッサは前記ニューラルネットワークからの前記表示に基づいて前記画像の前記エリア内の前記ピクトグラフを示すように構成される、請求項12に記載の超音波イメージングシステム。
- 超音波イメージングシステムであって、
プロセッサにより実行可能ないくつかの命令を格納するためのメモリと、
プロセッサであって、
特定の検査タイプのために患者の記録に含まれることが必要とされる一または二以上の超音波画像の視野を決定するための前記命令を実行するように構成され、
前記プロセッサは超音波画像データが必要とされる超音波画像の視野に対応する可能性がどれほど高いかの表示を生成するように構成された一または二以上の訓練されたニューラルネットワークに超音波画像データを提供するようにさらに構成される、
プロセッサと、
を備える、超音波イメージングシステム。 - 前記プロセッサは
必要とされる視野に対応する一または二以上の超音波画像に適したデータを識別し、
前記識別された一または二以上の超音波画像をディスプレイスクリーン上でオペレータに示し、
前記オペレータが示された超音波画像を選択したかどうかを決定し、
前記選択された超音波画像を前記患者の記録に組み入れる
ための命令を実行するように構成される、請求項15に記載の超音波イメージングシステム。 - 前記プロセッサは必要とされる視野に対応する可能性のある超音波画像を患者の報告に組み入れるための命令を実行するように構成される、請求項15に記載の超音波イメージングシステム。
- 前記プロセッサはユーザに超音波画像データが必要とされる画像の視野に対応する可能性があることを通知するように構成される、請求項15に記載の超音波イメージングシステム。
- 前記プロセッサは前記必要とされる視野に対応する画像が識別された場合にユーザに表示を提供するように構成される、請求項15に記載の超音波イメージングシステム。
- 超音波イメージングシステムであって、
プロセッサにより実行可能ないくつかの命令を格納するためのメモリと、
プロセッサであって、
超音波画像に適したデータを画像を分類するように訓練された一または二以上のニューラルネットワークに提供し、
前記一または二以上のニューラルネットワークによる前記超音波画像の前記分類に基づいて前記超音波イメージングシステム上の一または二以上のイメージングパラメータの設定を確認する
ための前記命令を実行するように構成されたプロセッサと、
を備える、超音波イメージングシステム。 - 前記一または二以上のニューラルネットワークは組織のタイプに対応する超音波画像に適した前記データを分類するように訓練され、前記プロセッサは前記組織のタイプと前記超音波イメージングシステム上の一または二以上のイメージングパラメータの設定とを比較するための命令を実行するように構成される、請求項20に記載の超音波イメージングシステム。
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US15/909,839 US11382601B2 (en) | 2018-03-01 | 2018-03-01 | Method and apparatus for annotating ultrasound examinations |
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PCT/US2019/018438 WO2019168699A1 (en) | 2018-03-01 | 2019-02-18 | Method and apparatus for annotating ultrasound examinations |
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JP6701467B2 (ja) * | 2018-03-16 | 2020-05-27 | 三菱電機株式会社 | 学習装置および学習方法 |
EP3547254A1 (de) * | 2018-03-29 | 2019-10-02 | Siemens Healthcare GmbH | Analyse-verfahren und analyseeinheit zur ermittlung radiologischer ergebnisdaten |
WO2020016449A1 (en) * | 2018-07-20 | 2020-01-23 | Koninklijke Philips N.V. | Ultrasound imaging by deep learning and associated devices, systems, and methods |
US11950959B2 (en) * | 2018-07-26 | 2024-04-09 | Koninklijke Philips N.V. | Ultrasound system with automated dynamic setting of imaging parameters based on organ detection |
US11399803B2 (en) * | 2018-08-08 | 2022-08-02 | General Electric Company | Ultrasound imaging system and method |
US10818013B2 (en) * | 2019-02-03 | 2020-10-27 | Nec Corporation Of America | Systems and methods for processing data extracted from frames captured from video signals |
US11602332B2 (en) * | 2019-10-29 | 2023-03-14 | GE Precision Healthcare LLC | Methods and systems for multi-mode ultrasound imaging |
WO2021133549A1 (en) * | 2019-12-23 | 2021-07-01 | Covidien Lp | Energy-based surgical systems and methods based on an artificial-intelligence learning system |
KR102304750B1 (ko) * | 2020-06-24 | 2021-09-24 | 주식회사 파워인스 | 인공지능 기반 비파괴검사 방법 및 시스템 |
CN112308065B (zh) * | 2020-07-09 | 2024-05-24 | 什维新智医疗科技(上海)有限公司 | 一种识别超声图像中特征的方法、***及电子设备 |
US20220071595A1 (en) * | 2020-09-10 | 2022-03-10 | GE Precision Healthcare LLC | Method and system for adapting user interface elements based on real-time anatomical structure recognition in acquired ultrasound image views |
CN112863647A (zh) * | 2020-12-31 | 2021-05-28 | 北京小白世纪网络科技有限公司 | 一种视频流处理显示方法、***及存储介质 |
US20220277175A1 (en) * | 2021-02-28 | 2022-09-01 | Clarius Mobile Health Corp. | Method and system for training and deploying an artificial intelligence model on pre-scan converted ultrasound image data |
KR102328596B1 (ko) * | 2021-06-15 | 2021-11-19 | 대한검사기술(주) | 위상 배열 초음파 검사 보고서 자동 작성 방법 및 시스템 |
US20230389898A1 (en) * | 2022-06-01 | 2023-12-07 | Fujifilm Sonosite, Inc. | Ultrasound system for a virtual sonography team |
KR20230168419A (ko) * | 2022-06-07 | 2023-12-14 | 삼성메디슨 주식회사 | 초음파 진단 장치 및 그 동작 방법 |
WO2023242072A1 (en) * | 2022-06-17 | 2023-12-21 | Koninklijke Philips N.V. | Supplemented ultrasound |
Citations (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US20070055153A1 (en) * | 2005-08-31 | 2007-03-08 | Constantine Simopoulos | Medical diagnostic imaging optimization based on anatomy recognition |
JP2009095644A (ja) * | 2007-04-12 | 2009-05-07 | Fujifilm Corp | 画像認識結果判定装置、方法、およびプログラム |
US20150297179A1 (en) * | 2014-04-18 | 2015-10-22 | Fujifilm Sonosite, Inc. | Hand-held medical imaging system with improved user interface for deploying on-screen graphical tools and associated apparatuses and methods |
JP2016514564A (ja) * | 2013-04-03 | 2016-05-23 | コーニンクレッカ フィリップス エヌ ヴェKoninklijke Philips N.V. | 3d超音波撮像システム |
WO2017158998A1 (ja) * | 2016-03-14 | 2017-09-21 | 富士フイルム株式会社 | 超音波診断装置および超音波診断装置の制御方法 |
Family Cites Families (40)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US6970587B1 (en) * | 1997-08-28 | 2005-11-29 | Icad, Inc. | Use of computer-aided detection system outputs in clinical practice |
US7308126B2 (en) * | 1997-08-28 | 2007-12-11 | Icad, Inc. | Use of computer-aided detection system outputs in clinical practice |
US6238342B1 (en) | 1998-05-26 | 2001-05-29 | Riverside Research Institute | Ultrasonic tissue-type classification and imaging methods and apparatus |
US6654728B1 (en) * | 2000-07-25 | 2003-11-25 | Deus Technologies, Llc | Fuzzy logic based classification (FLBC) method for automated identification of nodules in radiological images |
US7597663B2 (en) * | 2000-11-24 | 2009-10-06 | U-Systems, Inc. | Adjunctive ultrasound processing and display for breast cancer screening |
US7615008B2 (en) * | 2000-11-24 | 2009-11-10 | U-Systems, Inc. | Processing and displaying breast ultrasound information |
US7103205B2 (en) * | 2000-11-24 | 2006-09-05 | U-Systems, Inc. | Breast cancer screening with ultrasound image overlays |
US6855114B2 (en) * | 2001-11-23 | 2005-02-15 | Karen Drukker | Automated method and system for the detection of abnormalities in sonographic images |
US8265728B2 (en) * | 2003-11-26 | 2012-09-11 | University Of Chicago | Automated method and system for the evaluation of disease and registration accuracy in the subtraction of temporally sequential medical images |
US7727151B2 (en) * | 2003-11-28 | 2010-06-01 | U-Systems Inc. | Navigation among multiple breast ultrasound volumes |
JP5019562B2 (ja) * | 2006-06-01 | 2012-09-05 | 株式会社東芝 | 超音波診断装置及び該装置の診断プログラム |
WO2008039389A1 (en) * | 2006-09-22 | 2008-04-03 | U-Systems, Inc. | Thick-slice processing and display of information from a volumetric ultrasound scan of a chestwardly compressed breast |
JP2008259622A (ja) * | 2007-04-11 | 2008-10-30 | Fujifilm Corp | レポート作成支援装置およびそのプログラム |
US8989468B2 (en) * | 2007-05-25 | 2015-03-24 | Definiens Ag | Generating an anatomical model using a rule-based segmentation and classification process |
US20090082637A1 (en) * | 2007-09-21 | 2009-03-26 | Michael Galperin | Multi-modality fusion classifier with integrated non-imaging factors |
CN102282569A (zh) * | 2008-10-10 | 2011-12-14 | 国际科学技术医疗***有限责任公司 | 宫颈成像中的组织分类方法 |
US9146663B2 (en) * | 2008-12-08 | 2015-09-29 | Hologic, Inc. | Displaying computer-aided detection information with associated breast tomosynthesis image information |
US8547402B2 (en) * | 2009-10-07 | 2013-10-01 | Hologic, Inc. | Displaying computer-aided detection information with associated breast tomosynthesis image information |
KR101182880B1 (ko) * | 2009-01-28 | 2012-09-13 | 삼성메디슨 주식회사 | 영상 지시자를 제공하는 초음파 시스템 및 방법 |
US9439621B2 (en) * | 2009-11-27 | 2016-09-13 | Qview, Medical Inc | Reduced image reading time and improved patient flow in automated breast ultrasound using enchanced, whole breast navigator overview images |
JP2011115456A (ja) | 2009-12-04 | 2011-06-16 | Toshiba Corp | 超音波診断装置及び画像データ表示用制御プログラム |
US20110257505A1 (en) * | 2010-04-20 | 2011-10-20 | Suri Jasjit S | Atheromatic?: imaging based symptomatic classification and cardiovascular stroke index estimation |
US11612377B2 (en) * | 2010-12-16 | 2023-03-28 | Best Medical International, Inc. | Image guided surgical methodology and system employing patient movement detection and correction |
US9721338B2 (en) * | 2011-01-11 | 2017-08-01 | Rutgers, The State University Of New Jersey | Method and apparatus for segmentation and registration of longitudinal images |
KR101495083B1 (ko) * | 2011-12-28 | 2015-02-24 | 삼성메디슨 주식회사 | 바디마커 제공 방법 및 그를 위한 초음파 진단 장치 |
WO2015060897A1 (en) * | 2013-10-22 | 2015-04-30 | Eyenuk, Inc. | Systems and methods for automated analysis of retinal images |
KR20150098119A (ko) * | 2014-02-19 | 2015-08-27 | 삼성전자주식회사 | 의료 영상 내 거짓양성 병변후보 제거 시스템 및 방법 |
US11238975B2 (en) * | 2014-04-02 | 2022-02-01 | University Of Louisville Research Foundation, Inc. | Computer aided diagnosis system for classifying kidneys |
KR20160012590A (ko) * | 2014-07-24 | 2016-02-03 | 삼성메디슨 주식회사 | 초음파 영상 장치 및 그 제어방법 |
KR102325346B1 (ko) | 2014-12-15 | 2021-11-11 | 삼성전자주식회사 | 의료 영상 진단 장치 및 방법 |
US10835210B2 (en) | 2015-03-30 | 2020-11-17 | Siemens Medical Solutions Usa, Inc. | Three-dimensional volume of interest in ultrasound imaging |
US10430688B2 (en) * | 2015-05-27 | 2019-10-01 | Siemens Medical Solutions Usa, Inc. | Knowledge-based ultrasound image enhancement |
US11266383B2 (en) * | 2015-09-22 | 2022-03-08 | University Health Network | System and method for optimized mass spectrometry analysis |
CN105574820A (zh) | 2015-12-04 | 2016-05-11 | 南京云石医疗科技有限公司 | 一种基于深度学习的自适应超声图像增强方法 |
CN109362221A (zh) * | 2016-03-09 | 2019-02-19 | 安科诺思公司 | 利用人工智能网络的超声图像识别***和方法 |
EP3445250B1 (en) * | 2016-04-21 | 2021-09-15 | The University of British Columbia | Echocardiographic image analysis |
US10706533B2 (en) * | 2016-05-13 | 2020-07-07 | National Jewish Health | Systems and methods for automatic detection and quantification of pathology using dynamic feature classification |
AU2017281281B2 (en) * | 2016-06-20 | 2022-03-10 | Butterfly Network, Inc. | Automated image acquisition for assisting a user to operate an ultrasound device |
US10918357B2 (en) * | 2017-06-30 | 2021-02-16 | General Electric Company | Methods and systems for automatically determining an anatomical measurement of ultrasound images |
US20190122073A1 (en) * | 2017-10-23 | 2019-04-25 | The Charles Stark Draper Laboratory, Inc. | System and method for quantifying uncertainty in reasoning about 2d and 3d spatial features with a computer machine learning architecture |
-
2018
- 2018-03-01 US US15/909,839 patent/US11382601B2/en active Active
-
2019
- 2019-02-18 CA CA3092561A patent/CA3092561A1/en active Pending
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- 2019-02-18 KR KR1020207028173A patent/KR102646194B1/ko active IP Right Grant
- 2019-02-18 EP EP19760021.6A patent/EP3758613A4/en active Pending
Patent Citations (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US20070055153A1 (en) * | 2005-08-31 | 2007-03-08 | Constantine Simopoulos | Medical diagnostic imaging optimization based on anatomy recognition |
JP2009095644A (ja) * | 2007-04-12 | 2009-05-07 | Fujifilm Corp | 画像認識結果判定装置、方法、およびプログラム |
JP2016514564A (ja) * | 2013-04-03 | 2016-05-23 | コーニンクレッカ フィリップス エヌ ヴェKoninklijke Philips N.V. | 3d超音波撮像システム |
US20150297179A1 (en) * | 2014-04-18 | 2015-10-22 | Fujifilm Sonosite, Inc. | Hand-held medical imaging system with improved user interface for deploying on-screen graphical tools and associated apparatuses and methods |
WO2017158998A1 (ja) * | 2016-03-14 | 2017-09-21 | 富士フイルム株式会社 | 超音波診断装置および超音波診断装置の制御方法 |
Cited By (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
JP7302051B1 (ja) | 2022-02-17 | 2023-07-03 | ジーイー・プレシジョン・ヘルスケア・エルエルシー | 超音波画像表示システムおよび記憶媒体 |
JP2023120110A (ja) * | 2022-02-17 | 2023-08-29 | ジーイー・プレシジョン・ヘルスケア・エルエルシー | 超音波画像表示システムおよび記憶媒体 |
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