JP7401447B2 - ニューラルネットワークを使用した超音波撮像平面整列並びに関連するデバイス、システム、及び方法 - Google Patents

ニューラルネットワークを使用した超音波撮像平面整列並びに関連するデバイス、システム、及び方法 Download PDF

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JP7401447B2
JP7401447B2 JP2020548795A JP2020548795A JP7401447B2 JP 7401447 B2 JP7401447 B2 JP 7401447B2 JP 2020548795 A JP2020548795 A JP 2020548795A JP 2020548795 A JP2020548795 A JP 2020548795A JP 7401447 B2 JP7401447 B2 JP 7401447B2
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imaging device
motion control
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グジェゴジ アンドレイ トポレク
ハーイボー ワン
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Koninklijke Philips NV
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    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B8/00—Diagnosis using ultrasonic, sonic or infrasonic waves
    • A61B8/42—Details of probe positioning or probe attachment to the patient
    • A61B8/4209—Details of probe positioning or probe attachment to the patient by using holders, e.g. positioning frames
    • A61B8/4218—Details of probe positioning or probe attachment to the patient by using holders, e.g. positioning frames characterised by articulated arms
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B8/00—Diagnosis using ultrasonic, sonic or infrasonic waves
    • A61B8/12—Diagnosis using ultrasonic, sonic or infrasonic waves in body cavities or body tracts, e.g. by using catheters
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B8/00—Diagnosis using ultrasonic, sonic or infrasonic waves
    • A61B8/54—Control of the diagnostic device
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/045—Combinations of networks
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/0464—Convolutional networks [CNN, ConvNet]
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G06N3/084—Backpropagation, e.g. using gradient descent
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G06N3/09—Supervised learning
    • 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
    • G16H30/00—ICT specially adapted for the handling or processing of medical images
    • G16H30/40—ICT specially adapted for the handling or processing of medical images for processing medical images, e.g. editing
    • 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
    • G16H40/00—ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices
    • G16H40/60—ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices for the operation of medical equipment or devices
    • G16H40/67—ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices for the operation of medical equipment or devices for remote operation
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B8/00—Diagnosis using ultrasonic, sonic or infrasonic waves
    • A61B8/08—Clinical applications
    • A61B8/0883—Clinical applications for diagnosis of the heart
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B8/00—Diagnosis using ultrasonic, sonic or infrasonic waves
    • A61B8/42—Details of probe positioning or probe attachment to the patient
    • A61B8/4245—Details of probe positioning or probe attachment to the patient involving determining the position of the probe, e.g. with respect to an external reference frame or to the patient
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B8/00—Diagnosis using ultrasonic, sonic or infrasonic waves
    • A61B8/58—Testing, adjusting or calibrating the diagnostic device
    • A61B8/585—Automatic set-up of the device

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  • Heart & Thoracic Surgery (AREA)
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JP2020548795A 2018-03-12 2019-03-12 ニューラルネットワークを使用した超音波撮像平面整列並びに関連するデバイス、システム、及び方法 Active JP7401447B2 (ja)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US201862641508P 2018-03-12 2018-03-12
US62/641508 2018-03-12
PCT/EP2019/056072 WO2019175129A1 (en) 2018-03-12 2019-03-12 Ultrasound imaging plane alignment using neural networks and associated devices, systems, and methods

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JP2021517487A JP2021517487A (ja) 2021-07-26
JP2021517487A5 JP2021517487A5 (https=) 2022-03-18
JP7401447B2 true JP7401447B2 (ja) 2023-12-19

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US (1) US11712220B2 (https=)
EP (1) EP3764913A1 (https=)
JP (1) JP7401447B2 (https=)
CN (1) CN112105301B (https=)
WO (1) WO2019175129A1 (https=)

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US12257104B2 (en) 2019-12-12 2025-03-25 Koninklijke Philips N.V. Hybrid robotic-image plane control of a tee probe
WO2021136250A1 (en) * 2019-12-31 2021-07-08 Shanghai United Imaging Healthcare Co., Ltd. Imaging systems and methods
CN115243620A (zh) 2020-03-05 2022-10-25 皇家飞利浦有限公司 超声成像引导及相关联的设备、系统和方法
JP2024500466A (ja) 2020-12-22 2024-01-09 ロプカ、アンパルトゼルスカブ 超音波走査を実施するためのロボットシステム
JP7556481B2 (ja) * 2021-06-23 2024-09-26 コーニンクレッカ フィリップス エヌ ヴェ 肺超音波を用いた換気管理のための方法及びシステム
US20230190382A1 (en) * 2021-12-20 2023-06-22 Biosense Webster (Israel) Ltd. Directing an ultrasound probe using known positions of anatomical structures
US20230414972A1 (en) * 2022-06-28 2023-12-28 General Electric Company Systems and methods of alignment control for neuromodulation delivery system
EP4495945A1 (en) 2023-07-20 2025-01-22 Koninklijke Philips N.V. Manipulating a medical image acquisition system
US12357279B1 (en) 2023-12-28 2025-07-15 GE Precision Healthcare LLC System and method for extracting a two-dimensional short axis view of a left atrial appendage
WO2025226976A1 (en) * 2024-04-24 2025-10-30 Apricity Robotics Inc. Systems, devices, and methods for intelligently controlled medical examinations
WO2026052527A1 (en) * 2024-09-06 2026-03-12 Koninklijke Philips N.V. Ultrasound imaging based determination of elevational vs. azimuthal transducer motion using blind sweep protocol

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Publication number Publication date
CN112105301A (zh) 2020-12-18
EP3764913A1 (en) 2021-01-20
US20210015453A1 (en) 2021-01-21
WO2019175129A1 (en) 2019-09-19
JP2021517487A (ja) 2021-07-26
CN112105301B (zh) 2024-10-18
US11712220B2 (en) 2023-08-01

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