GB2557915B - Method of and apparatus for non invasive medical imaging using waveform inversion - Google Patents
Method of and apparatus for non invasive medical imaging using waveform inversion Download PDFInfo
- Publication number
- GB2557915B GB2557915B GB1621436.3A GB201621436A GB2557915B GB 2557915 B GB2557915 B GB 2557915B GB 201621436 A GB201621436 A GB 201621436A GB 2557915 B GB2557915 B GB 2557915B
- Authority
- GB
- United Kingdom
- Prior art keywords
- medical imaging
- invasive medical
- waveform inversion
- non invasive
- inversion
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Expired - Fee Related
Links
Classifications
-
- 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
- A61B8/0808—Clinical applications for diagnosis of the brain
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T17/00—Three dimensional [3D] modelling, e.g. data description of 3D objects
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B6/00—Apparatus or devices for radiation diagnosis; Apparatus or devices for radiation diagnosis combined with radiation therapy equipment
- A61B6/02—Arrangements for diagnosis sequentially in different planes; Stereoscopic radiation diagnosis
- A61B6/03—Computed tomography [CT]
- A61B6/032—Transmission computed tomography [CT]
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B8/00—Diagnosis using ultrasonic, sonic or infrasonic waves
- A61B8/13—Tomography
- A61B8/15—Transmission-tomography
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B8/00—Diagnosis using ultrasonic, sonic or infrasonic waves
- A61B8/44—Constructional features of the ultrasonic, sonic or infrasonic diagnostic device
- A61B8/4477—Constructional features of the ultrasonic, sonic or infrasonic diagnostic device using several separate ultrasound transducers or probes
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B8/00—Diagnosis using ultrasonic, sonic or infrasonic waves
- A61B8/52—Devices using data or image processing specially adapted for diagnosis using ultrasonic, sonic or infrasonic waves
- A61B8/5215—Devices using data or image processing specially adapted for diagnosis using ultrasonic, sonic or infrasonic waves involving processing of medical diagnostic data
- A61B8/5223—Devices using data or image processing specially adapted for diagnosis using ultrasonic, sonic or infrasonic waves involving processing of medical diagnostic data for extracting a diagnostic or physiological parameter from medical diagnostic data
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B8/00—Diagnosis using ultrasonic, sonic or infrasonic waves
- A61B8/52—Devices using data or image processing specially adapted for diagnosis using ultrasonic, sonic or infrasonic waves
- A61B8/5215—Devices using data or image processing specially adapted for diagnosis using ultrasonic, sonic or infrasonic waves involving processing of medical diagnostic data
- A61B8/5238—Devices using data or image processing specially adapted for diagnosis using ultrasonic, sonic or infrasonic waves involving processing of medical diagnostic data for combining image data of patient, e.g. merging several images from different acquisition modes into one image
- A61B8/5246—Devices using data or image processing specially adapted for diagnosis using ultrasonic, sonic or infrasonic waves involving processing of medical diagnostic data for combining image data of patient, e.g. merging several images from different acquisition modes into one image combining images from the same or different imaging techniques, e.g. color Doppler and B-mode
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B8/00—Diagnosis using ultrasonic, sonic or infrasonic waves
- A61B8/52—Devices using data or image processing specially adapted for diagnosis using ultrasonic, sonic or infrasonic waves
- A61B8/5215—Devices using data or image processing specially adapted for diagnosis using ultrasonic, sonic or infrasonic waves involving processing of medical diagnostic data
- A61B8/5238—Devices using data or image processing specially adapted for diagnosis using ultrasonic, sonic or infrasonic waves involving processing of medical diagnostic data for combining image data of patient, e.g. merging several images from different acquisition modes into one image
- A61B8/5261—Devices using data or image processing specially adapted for diagnosis using ultrasonic, sonic or infrasonic waves involving processing of medical diagnostic data for combining image data of patient, e.g. merging several images from different acquisition modes into one image combining images from different diagnostic modalities, e.g. ultrasound and X-ray
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T7/00—Image analysis
- G06T7/0002—Inspection of images, e.g. flaw detection
- G06T7/0012—Biomedical image inspection
-
- 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
- G16H50/00—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
- G16H50/50—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for simulation or modelling of medical disorders
-
- 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
- A61B8/4227—Details of probe positioning or probe attachment to the patient by using holders, e.g. positioning frames characterised by straps, belts, cuffs or braces
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T2207/00—Indexing scheme for image analysis or image enhancement
- G06T2207/10—Image acquisition modality
- G06T2207/10132—Ultrasound image
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T2207/00—Indexing scheme for image analysis or image enhancement
- G06T2207/30—Subject of image; Context of image processing
- G06T2207/30004—Biomedical image processing
- G06T2207/30008—Bone
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T2207/00—Indexing scheme for image analysis or image enhancement
- G06T2207/30—Subject of image; Context of image processing
- G06T2207/30004—Biomedical image processing
- G06T2207/30016—Brain
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T2210/00—Indexing scheme for image generation or computer graphics
- G06T2210/41—Medical
Landscapes
- Health & Medical Sciences (AREA)
- Life Sciences & Earth Sciences (AREA)
- Engineering & Computer Science (AREA)
- Medical Informatics (AREA)
- Public Health (AREA)
- General Health & Medical Sciences (AREA)
- Physics & Mathematics (AREA)
- Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
- Radiology & Medical Imaging (AREA)
- Pathology (AREA)
- Biomedical Technology (AREA)
- Veterinary Medicine (AREA)
- Biophysics (AREA)
- Heart & Thoracic Surgery (AREA)
- Molecular Biology (AREA)
- Surgery (AREA)
- Animal Behavior & Ethology (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Epidemiology (AREA)
- Primary Health Care (AREA)
- Theoretical Computer Science (AREA)
- Databases & Information Systems (AREA)
- Data Mining & Analysis (AREA)
- General Physics & Mathematics (AREA)
- Neurology (AREA)
- Physiology (AREA)
- High Energy & Nuclear Physics (AREA)
- Optics & Photonics (AREA)
- Pulmonology (AREA)
- Quality & Reliability (AREA)
- Gynecology & Obstetrics (AREA)
- Software Systems (AREA)
- Geometry (AREA)
- Computer Graphics (AREA)
- Ultra Sonic Daignosis Equipment (AREA)
- Magnetic Resonance Imaging Apparatus (AREA)
Priority Applications (10)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| GB1621436.3A GB2557915B (en) | 2016-12-16 | 2016-12-16 | Method of and apparatus for non invasive medical imaging using waveform inversion |
| CA3046839A CA3046839A1 (en) | 2016-12-16 | 2017-12-11 | Method of, and apparatus for, non-invasive medical imaging using waveform inversion |
| EP17822595.9A EP3459082B1 (en) | 2016-12-16 | 2017-12-11 | Method of, and apparatus for, non-invasive medical imaging using waveform inversion |
| ES17822595T ES2811499T3 (es) | 2016-12-16 | 2017-12-11 | Método y aparato no invasivos para la formación de imágenes médicas mediante el uso de inversión de forma de onda |
| JP2019532947A JP6929365B2 (ja) | 2016-12-16 | 2017-12-11 | 波形インバージョンを用いる非侵襲性医療撮像のための方法および装置 |
| US16/468,029 US20190328355A1 (en) | 2016-12-16 | 2017-12-11 | Method of, and apparatus for, non-invasive medical imaging using waveform inversion |
| PCT/EP2017/082233 WO2018108820A1 (en) | 2016-12-16 | 2017-12-11 | Method of, and apparatus for, non-invasive medical imaging using waveform inversion |
| AU2017375899A AU2017375899B2 (en) | 2016-12-16 | 2017-12-11 | Method of, and apparatus for, non-invasive medical imaging using waveform inversion |
| US18/374,037 US20240016469A1 (en) | 2016-12-16 | 2023-09-28 | Method of, and apparatus for, non-invasive medical imaging using waveform inversion |
| AU2023241376A AU2023241376A1 (en) | 2016-12-16 | 2023-10-06 | Method of, and apparatus for, non-invasive medical imaging using waveform inversion |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| GB1621436.3A GB2557915B (en) | 2016-12-16 | 2016-12-16 | Method of and apparatus for non invasive medical imaging using waveform inversion |
Publications (3)
| Publication Number | Publication Date |
|---|---|
| GB201621436D0 GB201621436D0 (en) | 2017-02-01 |
| GB2557915A GB2557915A (en) | 2018-07-04 |
| GB2557915B true GB2557915B (en) | 2020-06-10 |
Family
ID=58284297
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| GB1621436.3A Expired - Fee Related GB2557915B (en) | 2016-12-16 | 2016-12-16 | Method of and apparatus for non invasive medical imaging using waveform inversion |
Country Status (8)
| Country | Link |
|---|---|
| US (2) | US20190328355A1 (enExample) |
| EP (1) | EP3459082B1 (enExample) |
| JP (1) | JP6929365B2 (enExample) |
| AU (2) | AU2017375899B2 (enExample) |
| CA (1) | CA3046839A1 (enExample) |
| ES (1) | ES2811499T3 (enExample) |
| GB (1) | GB2557915B (enExample) |
| WO (1) | WO2018108820A1 (enExample) |
Families Citing this family (11)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US11693113B2 (en) * | 2017-09-01 | 2023-07-04 | The Trustees Of Princeton University | Quantitative ultrasound imaging based on seismic full waveform inversion |
| DE102018214325A1 (de) * | 2018-08-24 | 2020-02-27 | Siemens Healthcare Gmbh | Verfahren und Bereitstellungseinheit zum Bereitstellen eines virtuellen tomographischen Schlaganfall-Nachfolgeuntersuchungsbildes |
| EP4255307A4 (en) * | 2020-12-09 | 2025-01-15 | Ikko Health Ltd. | WEARABLE GARMENT ADAPTED FOR ULTRASOUND MEASUREMENT AND METHOD THEREFOR FOR FULL WAVE INVERSION WITH INACCURATE SENSOR POSITIONS |
| CN112773396B (zh) * | 2021-01-13 | 2023-06-16 | 佟小龙 | 基于全波形反演的医学成像方法、计算机设备及存储介质 |
| US11559285B2 (en) * | 2021-02-17 | 2023-01-24 | Vortex Imaging Ltd. | Reflection ultrasound tomographic imaging using full-waveform inversion |
| WO2023089598A1 (en) * | 2021-11-22 | 2023-05-25 | Ikko Health Ltd. | Ultrasound system and methods thereof for generation of a morphing function and elastic properties of a moving medium using full waveform inversion |
| CN116327250B (zh) * | 2023-02-13 | 2023-08-25 | 中国科学院地质与地球物理研究所 | 一种基于全波形反演技术的乳腺超声三维成像方法 |
| WO2025030086A1 (en) * | 2023-08-03 | 2025-02-06 | University Of Rochester | Method, system, and product for overcoming cycle skipping for full-waveform inversion |
| JP7607881B1 (ja) | 2023-12-05 | 2025-01-06 | 株式会社地球科学総合研究所 | 超音波検査データから波形インバージョンによって高速かつロバストに体組織をイメージングするための方法 |
| WO2025215583A1 (en) * | 2024-04-10 | 2025-10-16 | Ikko Health Ltd. | Using ultrasound anisotropic model for organ analysis |
| CN118674799B (zh) * | 2024-05-30 | 2025-11-28 | 天津大学 | 一种基于物理嵌入式神经网络的超声颅脑层析成像方法 |
Citations (7)
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| WO1999055233A1 (en) * | 1998-04-24 | 1999-11-04 | University Of Washington | Automated delineation of heart contours |
| US6346124B1 (en) * | 1998-08-25 | 2002-02-12 | University Of Florida | Autonomous boundary detection system for echocardiographic images |
| WO2002093494A2 (en) * | 2001-05-16 | 2002-11-21 | Siemens Corporate Research, Inc. | A system for modeling static and dynamic three dimensional anatomical structures by 3-d models |
| US20040254439A1 (en) * | 2003-06-11 | 2004-12-16 | Siemens Medical Solutions Usa, Inc. | System and method for adapting the behavior of a diagnostic medical ultrasound system based on anatomic features present in ultrasound images |
| WO2010042146A2 (en) * | 2008-10-08 | 2010-04-15 | Stephen William Smith | Ultrasound brain scanning apparatus |
| EP2597622A2 (en) * | 2011-11-28 | 2013-05-29 | Samsung Medison Co., Ltd. | Method and apparatus for combining plurality of 2D images with 3D model |
| US20130225998A1 (en) * | 2012-02-28 | 2013-08-29 | Stergios Stergiopoulos | Dispersive Ultrasound Technology as a Diagnostic Device for Traumatic Brain Injuries |
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| US6899680B2 (en) * | 2000-10-19 | 2005-05-31 | Odetect As | Ultrasound measurement techniques for bone analysis |
| US6770031B2 (en) * | 2000-12-15 | 2004-08-03 | Brigham And Women's Hospital, Inc. | Ultrasound therapy |
| US7344509B2 (en) * | 2003-04-17 | 2008-03-18 | Kullervo Hynynen | Shear mode therapeutic ultrasound |
| DE10357205A1 (de) * | 2003-12-08 | 2005-07-14 | Siemens Ag | Verfahren zur Erzeugung von Ergebnis-Bildern eines Untersuchungsobjekts |
| US20080021335A1 (en) * | 2003-12-12 | 2008-01-24 | Hideki Harada | Intracerebral Blood Flow Measuring Device |
| US8409099B2 (en) * | 2004-08-26 | 2013-04-02 | Insightec Ltd. | Focused ultrasound system for surrounding a body tissue mass and treatment method |
| US20080229832A1 (en) * | 2007-02-16 | 2008-09-25 | Los Alamos National Security | Automatic time-of-flight selection for ultrasound tomography |
| US7938780B2 (en) * | 2008-01-31 | 2011-05-10 | Uab Vittamed Technologijos | Ultrasonic method and apparatus for measuring intracranial contents volume change |
| US8617073B2 (en) * | 2009-04-17 | 2013-12-31 | Insightec Ltd. | Focusing ultrasound into the brain through the skull by utilizing both longitudinal and shear waves |
| JP2013503681A (ja) * | 2009-09-03 | 2013-02-04 | コーニンクレッカ フィリップス エレクトロニクス エヌ ヴィ | 対側アレイベースの経頭蓋超音波収差補正 |
| WO2011079177A1 (en) * | 2009-12-22 | 2011-06-30 | The Trustees Of Columbia University In The City Of New York | A planning system for targeting tissue structures with ultrasound |
| US8932237B2 (en) * | 2010-04-28 | 2015-01-13 | Insightec, Ltd. | Efficient ultrasound focusing |
| US9129187B2 (en) * | 2010-08-31 | 2015-09-08 | Hitachi Medical Corporation | Image reconstruction method and device |
| US8613714B2 (en) * | 2010-10-05 | 2013-12-24 | Cerevast Therapeutics, Inc. | Non-invasive transcranial ultrasound apparatus |
| US9113835B2 (en) * | 2011-02-08 | 2015-08-25 | Delphinus Medical Technologies, Inc. | System and method for generating a rendering of a volume of tissue based upon differential time-of-flight data |
| US20130041261A1 (en) * | 2011-08-11 | 2013-02-14 | Cuiping Li | Method and system for multi-grid tomographic inversion tissue imaging |
| WO2013116807A1 (en) * | 2012-02-03 | 2013-08-08 | Los Alamos National Security, Llc | Systems and methods for synthetic aperture ultrasound tomography |
| WO2014063005A1 (en) * | 2012-10-18 | 2014-04-24 | Washington University | Transcranialphotoacoustic/thermoacoustic tomography brain imaging informed by adjunct image data |
| US10974078B2 (en) * | 2012-12-27 | 2021-04-13 | Brainsonix Corporation | Treating degenerative dementia with low intensity focused ultrasound pulsation (LIFUP) device |
| US20140194740A1 (en) * | 2013-01-07 | 2014-07-10 | Cerebrosonics, Llc | Emboli detection in the brain using a transcranial doppler photoacoustic device capable of vasculature and perfusion measurement |
| US10835202B2 (en) * | 2013-11-23 | 2020-11-17 | Massachusetts Institute Of Technology | System and method for analyzing tissue using shear waves |
| WO2015108859A1 (en) * | 2014-01-14 | 2015-07-23 | Westerngeco Llc | Interferometry-based imaging and inversion |
| WO2015131091A1 (en) * | 2014-02-28 | 2015-09-03 | The Board Of Regents Of The Nevada System Of Higher Education On Behalf Of The University Of Nevada, Las Vegas | Systems and methods for approximating the soft tissue profile of the skull of an unknown subject |
| CN104548390B (zh) * | 2014-12-26 | 2018-03-23 | 中国科学院深圳先进技术研究院 | 一种获得用于发射穿颅聚焦超声的超声发射序列的方法及系统 |
| US10285593B2 (en) * | 2015-04-24 | 2019-05-14 | Sunnybrook Research Institute | Method for registering pre-operative images of a subject to an ultrasound treatment space |
| FR3038217B1 (fr) * | 2015-07-01 | 2017-07-21 | Centre Nat De La Rech Scient - Cnrs - | Procede d'insonification pour obtenir un champ predetermine d'ondes ultrasonores, et procede de fabrication pour realiser une lentille ultrasonore a ces fins |
| US11589836B2 (en) * | 2016-01-05 | 2023-02-28 | Novasignal Corp. | Systems and methods for detecting neurological conditions |
| US11291430B2 (en) * | 2016-07-14 | 2022-04-05 | Insightec, Ltd. | Precedent-based ultrasound focusing |
| CA3046392A1 (en) * | 2016-12-22 | 2018-06-28 | Sunnybrook Research Institute | Systems and methods for performing transcranial ultrasound therapeutic and imaging procedures |
| JP6820791B2 (ja) * | 2017-04-26 | 2021-01-27 | 株式会社日立製作所 | 超音波撮像装置、および、超音波画像生成プログラム |
-
2016
- 2016-12-16 GB GB1621436.3A patent/GB2557915B/en not_active Expired - Fee Related
-
2017
- 2017-12-11 WO PCT/EP2017/082233 patent/WO2018108820A1/en not_active Ceased
- 2017-12-11 US US16/468,029 patent/US20190328355A1/en not_active Abandoned
- 2017-12-11 CA CA3046839A patent/CA3046839A1/en active Pending
- 2017-12-11 JP JP2019532947A patent/JP6929365B2/ja active Active
- 2017-12-11 AU AU2017375899A patent/AU2017375899B2/en not_active Ceased
- 2017-12-11 ES ES17822595T patent/ES2811499T3/es active Active
- 2017-12-11 EP EP17822595.9A patent/EP3459082B1/en active Active
-
2023
- 2023-09-28 US US18/374,037 patent/US20240016469A1/en not_active Abandoned
- 2023-10-06 AU AU2023241376A patent/AU2023241376A1/en not_active Abandoned
Patent Citations (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| WO1999055233A1 (en) * | 1998-04-24 | 1999-11-04 | University Of Washington | Automated delineation of heart contours |
| US6346124B1 (en) * | 1998-08-25 | 2002-02-12 | University Of Florida | Autonomous boundary detection system for echocardiographic images |
| WO2002093494A2 (en) * | 2001-05-16 | 2002-11-21 | Siemens Corporate Research, Inc. | A system for modeling static and dynamic three dimensional anatomical structures by 3-d models |
| US20040254439A1 (en) * | 2003-06-11 | 2004-12-16 | Siemens Medical Solutions Usa, Inc. | System and method for adapting the behavior of a diagnostic medical ultrasound system based on anatomic features present in ultrasound images |
| WO2010042146A2 (en) * | 2008-10-08 | 2010-04-15 | Stephen William Smith | Ultrasound brain scanning apparatus |
| EP2597622A2 (en) * | 2011-11-28 | 2013-05-29 | Samsung Medison Co., Ltd. | Method and apparatus for combining plurality of 2D images with 3D model |
| US20130225998A1 (en) * | 2012-02-28 | 2013-08-29 | Stergios Stergiopoulos | Dispersive Ultrasound Technology as a Diagnostic Device for Traumatic Brain Injuries |
Also Published As
| Publication number | Publication date |
|---|---|
| AU2023241376A1 (en) | 2023-10-26 |
| CA3046839A1 (en) | 2018-06-21 |
| JP6929365B2 (ja) | 2021-09-01 |
| EP3459082A1 (en) | 2019-03-27 |
| US20190328355A1 (en) | 2019-10-31 |
| US20240016469A1 (en) | 2024-01-18 |
| WO2018108820A1 (en) | 2018-06-21 |
| EP3459082B1 (en) | 2020-05-27 |
| JP2020501735A (ja) | 2020-01-23 |
| GB201621436D0 (en) | 2017-02-01 |
| AU2017375899A1 (en) | 2019-07-25 |
| ES2811499T3 (es) | 2021-03-12 |
| AU2017375899B2 (en) | 2023-11-02 |
| GB2557915A (en) | 2018-07-04 |
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