CN105637536B - 脑图像流水线和脑图像区域位置和形状预测的方法和系统 - Google Patents

脑图像流水线和脑图像区域位置和形状预测的方法和系统 Download PDF

Info

Publication number
CN105637536B
CN105637536B CN201480045705.3A CN201480045705A CN105637536B CN 105637536 B CN105637536 B CN 105637536B CN 201480045705 A CN201480045705 A CN 201480045705A CN 105637536 B CN105637536 B CN 105637536B
Authority
CN
China
Prior art keywords
brain
image
patient
images
training set
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.)
Active
Application number
CN201480045705.3A
Other languages
English (en)
Chinese (zh)
Other versions
CN105637536A (zh
Inventor
吉列尔莫·萨皮罗
诺姆·哈雷尔
尤瓦尔·达钦
金真英
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Owl Navigation Co Ltd
Original Assignee
Surgical Information Sciences Inc
Priority date (The priority date 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 date listed.)
Filing date
Publication date
Application filed by Surgical Information Sciences Inc filed Critical Surgical Information Sciences Inc
Publication of CN105637536A publication Critical patent/CN105637536A/zh
Application granted granted Critical
Publication of CN105637536B publication Critical patent/CN105637536B/zh
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Classifications

    • 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
    • A61B6/50—Apparatus or devices for radiation diagnosis; Apparatus or devices for radiation diagnosis combined with radiation therapy equipment specially adapted for specific body parts; specially adapted for specific clinical applications
    • A61B6/501—Apparatus or devices for radiation diagnosis; Apparatus or devices for radiation diagnosis combined with radiation therapy equipment specially adapted for specific body parts; specially adapted for specific clinical applications for diagnosis of the head, e.g. neuroimaging or craniography
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/05—Detecting, measuring or recording for diagnosis by means of electric currents or magnetic fields; Measuring using microwaves or radio waves
    • A61B5/055—Detecting, measuring or recording for diagnosis by means of electric currents or magnetic fields; Measuring using microwaves or radio waves involving electronic [EMR] or nuclear [NMR] magnetic resonance, e.g. magnetic resonance imaging
    • 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
    • A61B6/52—Devices using data or image processing specially adapted for radiation diagnosis
    • A61B6/5211—Devices using data or image processing specially adapted for radiation diagnosis involving processing of medical diagnostic data
    • A61B6/5217—Devices using data or image processing specially adapted for radiation diagnosis involving processing of medical diagnostic data extracting a diagnostic or physiological parameter from medical diagnostic data
    • 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
    • A61B6/52—Devices using data or image processing specially adapted for radiation diagnosis
    • A61B6/5294—Devices using data or image processing specially adapted for radiation diagnosis involving using additional data, e.g. patient information, image labeling, acquisition parameters
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/50—Information retrieval; Database structures therefor; File system structures therefor of still image data
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/25—Fusion techniques
    • G06F18/251—Fusion techniques of input or preprocessed data
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N5/00—Computing arrangements using knowledge-based models
    • G06N5/04—Inference or reasoning models
    • 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
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/10—Segmentation; Edge detection
    • G06T7/11—Region-based segmentation
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/30—Determination of transform parameters for the alignment of images, i.e. image registration
    • G06T7/33—Determination of transform parameters for the alignment of images, i.e. image registration using feature-based methods
    • G06T7/337—Determination of transform parameters for the alignment of images, i.e. image registration using feature-based methods involving reference images or patches
    • 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
    • G16H30/20—ICT specially adapted for the handling or processing of medical images for handling medical images, e.g. DICOM, HL7 or PACS
    • 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
    • G16H50/20—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for computer-aided diagnosis, e.g. based on medical expert systems
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B34/00—Computer-aided surgery; Manipulators or robots specially adapted for use in surgery
    • A61B34/10—Computer-aided planning, simulation or modelling of surgical operations
    • A61B2034/107—Visualisation of planned trajectories or target regions
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B2576/00—Medical imaging apparatus involving image processing or analysis
    • A61B2576/02—Medical imaging apparatus involving image processing or analysis specially adapted for a particular organ or body part
    • A61B2576/026—Medical imaging apparatus involving image processing or analysis specially adapted for a particular organ or body part for the brain
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/0033—Features or image-related aspects of imaging apparatus, e.g. for MRI, optical tomography or impedance tomography apparatus; Arrangements of imaging apparatus in a room
    • A61B5/0035—Features or image-related aspects of imaging apparatus, e.g. for MRI, optical tomography or impedance tomography apparatus; Arrangements of imaging apparatus in a room adapted for acquisition of images from more than one imaging mode, e.g. combining MRI and optical tomography
    • 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
    • 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]
    • A61B6/037—Emission tomography
    • 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
    • A61B6/12—Arrangements for detecting or locating foreign bodies
    • 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
    • A61B6/46—Arrangements for interfacing with the operator or the patient
    • A61B6/467—Arrangements for interfacing with the operator or the patient characterised by special input means
    • A61B6/469—Arrangements for interfacing with the operator or the patient characterised by special input means for selecting a region of interest [ROI]
    • 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
    • A61B6/52—Devices using data or image processing specially adapted for radiation diagnosis
    • A61B6/5211—Devices using data or image processing specially adapted for radiation diagnosis involving processing of medical diagnostic data
    • A61B6/5229—Devices using data or image processing specially adapted for radiation diagnosis involving processing of medical diagnostic data combining image data of a patient, e.g. combining a functional image with an anatomical image
    • A61B6/5247—Devices using data or image processing specially adapted for radiation diagnosis involving processing of medical diagnostic data combining image data of a patient, e.g. combining a functional image with an anatomical image combining images from an ionising-radiation diagnostic technique and a non-ionising radiation diagnostic technique, e.g. X-ray and ultrasound
    • 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
    • A61B6/56—Details of data transmission or power supply, e.g. use of slip rings
    • A61B6/563—Details of data transmission or power supply, e.g. use of slip rings involving image data transmission via a network
    • 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
    • G06T2207/10072—Tomographic images
    • G06T2207/10081—Computed x-ray tomography [CT]
    • 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
    • G06T2207/10072—Tomographic images
    • G06T2207/10088—Magnetic resonance imaging [MRI]
    • 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
    • G06T2207/20—Special algorithmic details
    • G06T2207/20112—Image segmentation details
    • G06T2207/20128—Atlas-based segmentation
    • 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

Landscapes

  • Engineering & Computer Science (AREA)
  • Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Physics & Mathematics (AREA)
  • Medical Informatics (AREA)
  • Theoretical Computer Science (AREA)
  • Public Health (AREA)
  • Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
  • General Health & Medical Sciences (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • General Physics & Mathematics (AREA)
  • Biomedical Technology (AREA)
  • Data Mining & Analysis (AREA)
  • Radiology & Medical Imaging (AREA)
  • Pathology (AREA)
  • Veterinary Medicine (AREA)
  • Molecular Biology (AREA)
  • Surgery (AREA)
  • Animal Behavior & Ethology (AREA)
  • High Energy & Nuclear Physics (AREA)
  • Biophysics (AREA)
  • Heart & Thoracic Surgery (AREA)
  • General Engineering & Computer Science (AREA)
  • Software Systems (AREA)
  • Artificial Intelligence (AREA)
  • Evolutionary Computation (AREA)
  • Optics & Photonics (AREA)
  • Primary Health Care (AREA)
  • Epidemiology (AREA)
  • Computing Systems (AREA)
  • Mathematical Physics (AREA)
  • Databases & Information Systems (AREA)
  • Oral & Maxillofacial Surgery (AREA)
  • Neurology (AREA)
  • Neurosurgery (AREA)
  • Dentistry (AREA)
  • Evolutionary Biology (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Quality & Reliability (AREA)
CN201480045705.3A 2013-07-02 2014-06-27 脑图像流水线和脑图像区域位置和形状预测的方法和系统 Active CN105637536B (zh)

Applications Claiming Priority (5)

Application Number Priority Date Filing Date Title
US201361841955P 2013-07-02 2013-07-02
US61/841,955 2013-07-02
US201461929053P 2014-01-18 2014-01-18
US61/929,053 2014-01-18
PCT/US2014/044675 WO2015002846A2 (en) 2013-07-02 2014-06-27 Method and system for a brain image pipeline and brain image region location and shape prediction

Publications (2)

Publication Number Publication Date
CN105637536A CN105637536A (zh) 2016-06-01
CN105637536B true CN105637536B (zh) 2019-08-23

Family

ID=52132864

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201480045705.3A Active CN105637536B (zh) 2013-07-02 2014-06-27 脑图像流水线和脑图像区域位置和形状预测的方法和系统

Country Status (5)

Country Link
US (6) US9412076B2 (enExample)
EP (2) EP3017400B1 (enExample)
JP (2) JP6603656B2 (enExample)
CN (1) CN105637536B (enExample)
WO (1) WO2015002846A2 (enExample)

Families Citing this family (64)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US9412076B2 (en) 2013-07-02 2016-08-09 Surgical Information Sciences, Inc. Methods and systems for a high-resolution brain image pipeline and database program
JP5641629B1 (ja) * 2013-10-31 2014-12-17 株式会社アラヤ・ブレイン・イメージング 個人特性予測システム、個人特性予測方法及びプログラム
US10074173B2 (en) * 2013-12-06 2018-09-11 The Johns Hopkins University Methods and systems for analyzing anatomy from multiple granularity levels
JP6452843B2 (ja) * 2014-12-15 2019-01-16 コーニンクレッカ フィリップス エヌ ヴェＫｏｎｉｎｋｌｉｊｋｅ Ｐｈｉｌｉｐｓ Ｎ．Ｖ． 画像レジストレーションの品質制御
US20160295126A1 (en) * 2015-04-03 2016-10-06 Capso Vision, Inc. Image Stitching with Local Deformation for in vivo Capsule Images
CA2999804C (en) 2015-10-06 2024-03-26 Synaptive Medical (Barbados) Inc. Method, system and apparatus for image-guided insertion of implant devices
US10255675B2 (en) * 2016-01-25 2019-04-09 Toshiba Medical Systems Corporation Medical image processing apparatus and analysis region setting method of texture analysis
RU2698997C1 (ru) 2016-09-06 2019-09-02 Электа, Инк. Нейронная сеть для генерации синтетических медицинских изображений
CN106530280B (zh) * 2016-10-17 2019-06-11 东软医疗系统股份有限公司 一种图像中器官的定位方法及装置
CN106548480B (zh) * 2016-12-23 2023-05-26 蚌埠学院 一种基于机器视觉的农产品体积快速测量装置及测量方法
US10469158B2 (en) * 2017-02-14 2019-11-05 Qualcomm Incorporated Narrowband time-division duplex frame structure for narrowband communications
TWI651688B (zh) * 2017-03-17 2019-02-21 長庚大學 利用磁振造影影像預測神經疾病的臨床嚴重度的方法
EP3379459A1 (en) 2017-03-24 2018-09-26 Tata Consultancy Services Limited System and method for telecom inventory management
US10953327B2 (en) * 2017-06-15 2021-03-23 Dolby Laboratories Licensing Corporation Methods, apparatus and systems for optimizing communication between sender(s) and receiver(s) in computer-mediated reality applications
US11723579B2 (en) 2017-09-19 2023-08-15 Neuroenhancement Lab, LLC Method and apparatus for neuroenhancement
WO2019084174A1 (en) * 2017-10-24 2019-05-02 Washington University SYSTEMS AND METHODS FOR OPTIMIZING FUNCTIONAL IMAGES OF A LESION REGION USING GUIDED DIFFUSED OPTICAL TOMOGRAPHY
CN108038840B (zh) * 2017-11-24 2020-03-17 深圳先进技术研究院 一种图像处理方法、装置、图像处理设备及存储介质
US11717686B2 (en) 2017-12-04 2023-08-08 Neuroenhancement Lab, LLC Method and apparatus for neuroenhancement to facilitate learning and performance
CN108013933B (zh) * 2017-12-14 2019-10-18 复旦大学 基于集成学习的大脑功能影像定位方法
US12280219B2 (en) 2017-12-31 2025-04-22 NeuroLight, Inc. Method and apparatus for neuroenhancement to enhance emotional response
US11478603B2 (en) 2017-12-31 2022-10-25 Neuroenhancement Lab, LLC Method and apparatus for neuroenhancement to enhance emotional response
EP3526799B1 (en) * 2018-01-08 2020-03-04 Brainlab AG Optimizing an atlas
CN111801705B (zh) * 2018-03-02 2024-11-22 通用电气公司 用于加速临床工作流程的系统和方法
US11364361B2 (en) 2018-04-20 2022-06-21 Neuroenhancement Lab, LLC System and method for inducing sleep by transplanting mental states
JP2021531891A (ja) * 2018-07-30 2021-11-25 コーニンクレッカ フィリップス エヌ ヴェKoninklijke Philips N.V. 機能的磁気共鳴イメージングシステム及び方法
WO2020056418A1 (en) 2018-09-14 2020-03-19 Neuroenhancement Lab, LLC System and method of improving sleep
WO2020077098A1 (en) * 2018-10-10 2020-04-16 The Trustees Of Columbia University In The City Of New York System, method and computer-accessible medium for neuromelanin-sensitive magnetic resonance imaging as a non-invasive proxy measure of dopamine function in the human brain
CN109509193B (zh) * 2018-10-19 2020-08-25 中南民族大学 一种基于高精度配准的肝脏ct图谱分割方法及系统
FR3088535A1 (fr) * 2018-11-16 2020-05-22 Universite de Bordeaux Methode de determination d'une cible cerebrale stereotaxique
JP7626704B2 (ja) 2019-01-13 2025-02-04 ライトラボ・イメージング・インコーポレーテッド 動脈画像領域及びそれらの特徴を分類するシステム及びその作動方法
CN109859189A (zh) * 2019-01-31 2019-06-07 长安大学 一种基于深度学习的年龄估计方法
CN109830286B (zh) * 2019-02-13 2022-09-30 四川大学 基于非参数统计的脑功能磁共振编码能量成像方法
US11928559B2 (en) * 2019-04-08 2024-03-12 Google Llc Transformation for machine learning pre-processing
CN113784665B (zh) 2019-05-03 2024-10-22 皇家飞利浦有限公司 心脏图像的共配准
US11967070B2 (en) * 2019-05-13 2024-04-23 The General Hospital Corporation Systems and methods for automated image analysis
CN110188680B (zh) * 2019-05-29 2021-08-24 南京林业大学 基于因子迭代的茶树嫩芽智能识别方法
CN110322408A (zh) * 2019-06-11 2019-10-11 浙江大学 基于云平台的多中心磁共振图像自动质量控制方法
US11733337B2 (en) * 2019-06-25 2023-08-22 Synaptive Medical Inc. Device, system and method for transforming a diffusion-weighted magnetic resonance image to a patient diffusion-weighted magnetic resonance coordinate space
CN110322528B (zh) * 2019-06-26 2021-05-14 浙江大学 基于3t、7t的核磁共振脑部图像血管重建方法
MX2022002105A (es) * 2019-08-20 2022-08-04 Terran Biosciences Inc Imagenologia por resonancia magnetica (mri) sensible a neuromelanina para la evaluacion de la enfermedad de parkinson.
CN110660068B (zh) * 2019-09-10 2022-06-03 华中科技大学苏州脑空间信息研究院 三维细胞构筑图像的半自动脑区分割方法
US11288806B2 (en) 2019-09-30 2022-03-29 Siemens Healthcare Gmbh Protocol-aware tissue segmentation in medical imaging
CN110751112B (zh) * 2019-10-24 2023-10-03 复旦大学 一种基于计算机视觉的小鼠脑图谱绘制辅助系统及方法
US11348230B2 (en) * 2019-10-25 2022-05-31 Shanghai United Imaging Intelligence Co., Ltd. Systems and methods for generating and tracking shapes of a target
US20210177295A1 (en) * 2019-12-11 2021-06-17 GE Precision Healthcare LLC Systems and methods for generating diagnostic scan parameters from calibration images
CN115461781A (zh) 2020-02-20 2022-12-09 得克萨斯州大学系统董事会 用于经由大脑解剖学的多模态3d分析优化探针在脑部中的规划和放置的方法
KR102097738B1 (ko) * 2020-03-03 2020-04-06 주식회사 휴런 인공지능 기반 파킨슨 병 진단 장치 및 방법
EP3896658A1 (en) * 2020-04-14 2021-10-20 Koninklijke Philips N.V. Creating a synthetic medical image
US11699514B2 (en) * 2020-05-27 2023-07-11 International Business Machines Corporation Predictive dual machine translation
CN111870268A (zh) * 2020-07-30 2020-11-03 上海联影医疗科技有限公司 一种限束装置的目标位置信息的确定方法和系统
EP4169450A4 (en) 2020-07-30 2023-08-23 Shanghai United Imaging Healthcare Co., Ltd. Method and system for determining parameter related to medical operation
CN111767323B (zh) * 2020-09-02 2020-12-04 西南石油大学 一种基于核smo算法的地层裂缝长度实时预测方法
JP7591228B2 (ja) * 2021-01-22 2024-11-28 公益財団法人がん研究会 血流評価装置
CN117098496A (zh) 2021-03-11 2023-11-21 人类生物科学股份有限公司 用于协调包括生物标志物的成像数据集的系统、装置和方法
WO2022198010A1 (en) * 2021-03-19 2022-09-22 Owl Navigation, Inc. Brain image segmentation using trained convolutional neural networks
US20220398735A1 (en) * 2021-06-11 2022-12-15 Neurosimplicity, Llc Method and system for automated processing, registration, segmentation, analysis, validation, and visualization of structured and unstructured data
CN114048767B (zh) * 2021-10-28 2025-01-10 华电(福建)风电有限公司 一种风电主控系统故障监测及预警方法
KR102748932B1 (ko) * 2021-11-29 2025-01-03 에이아이씨엔티 주식회사 이미지 검색 장치 및 방법
US12354251B2 (en) * 2022-01-21 2025-07-08 Baker Hughes Holdings Llc Detection of structures
CN114376558B (zh) * 2022-03-24 2022-07-19 之江实验室 基于磁共振和孪生图神经网络的脑图谱个体化方法及系统
US11501437B1 (en) * 2022-04-28 2022-11-15 Qure.Ai Technologies Private Limited Monitoring brain CT scan image
US11636596B1 (en) * 2022-04-28 2023-04-25 Qure.Ai Technologies Private Limited Monitoring brain CT scan image
CN115564748A (zh) * 2022-10-20 2023-01-03 上海联影智能医疗科技有限公司 显示方法、计算机设备和存储介质
CN119168380B (zh) * 2024-09-25 2025-04-01 山东浪潮智水数字科技有限公司 一种针对水工建筑物的管涌险情预测方法及设备

Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101520893A (zh) * 2009-02-23 2009-09-02 暨南大学 一种婴幼儿脑医学计算机扫描图像的分析方法及实现系统
CN101681508A (zh) * 2007-05-11 2010-03-24 国家健康与医学研究院 一种用于分析对象的脑图像的方法、用于分析该图像的计算机程序产品以及用于实施该方法的设备
CN101739681A (zh) * 2009-12-14 2010-06-16 西北工业大学 基于相关预测模型的磁共振图像中检测结构形变的方法
CN102663414A (zh) * 2012-03-14 2012-09-12 大连灵动科技发展有限公司 一种基于脑功能成像的识别大脑认知状态的方法

Family Cites Families (50)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
AU2001215678A1 (en) * 2000-11-24 2002-06-03 Kent Ridge Digital Labs Methods and apparatus for processing medical images
US6873718B2 (en) * 2001-10-12 2005-03-29 Siemens Corporate Research, Inc. System and method for 3D statistical shape model for the left ventricle of the heart
US20030228042A1 (en) * 2002-06-06 2003-12-11 Usha Sinha Method and system for preparation of customized imaging atlas and registration with patient images
US7167760B2 (en) * 2003-04-28 2007-01-23 Vanderbilt University Apparatus and methods of optimal placement of deep brain stimulator
US7313430B2 (en) 2003-08-28 2007-12-25 Medtronic Navigation, Inc. Method and apparatus for performing stereotactic surgery
US20050171558A1 (en) 2003-10-17 2005-08-04 Abovitz Rony A. Neurosurgery targeting and delivery system for brain structures
US7711405B2 (en) 2004-04-28 2010-05-04 Siemens Corporation Method of registering pre-operative high field closed magnetic resonance images with intra-operative low field open interventional magnetic resonance images
US8209027B2 (en) 2004-07-07 2012-06-26 The Cleveland Clinic Foundation System and method to design structure for delivering electrical energy to tissue
US7346382B2 (en) * 2004-07-07 2008-03-18 The Cleveland Clinic Foundation Brain stimulation models, systems, devices, and methods
CA2575313C (en) 2004-07-27 2013-07-23 Surgivision, Inc. Mri systems having mri compatible universal delivery cannulas with cooperating mri antenna probes and related systems and methods
US7460733B2 (en) 2004-09-02 2008-12-02 Siemens Medical Solutions Usa, Inc. System and method for registration and modeling of deformable shapes by direct factorization
WO2006034305A2 (en) * 2004-09-21 2006-03-30 University Of Florida Research Foundation, Inc. Multiple lead method for deep brain stimulation
US7590440B2 (en) 2005-11-14 2009-09-15 General Electric Company System and method for anatomy labeling on a PACS
EP1952340B1 (en) * 2005-11-21 2012-10-24 Agency for Science, Technology and Research Superimposing brain atlas images and brain images with delineation of infarct and penumbra for stroke diagnosis
WO2007092316A2 (en) * 2006-02-03 2007-08-16 The University Of Florida Research Foundation, Inc. Image guidance system for deep brain stimulation
US8199985B2 (en) * 2006-03-24 2012-06-12 Exini Diagnostics Aktiebolag Automatic interpretation of 3-D medicine images of the brain and methods for producing intermediate results
US8160676B2 (en) 2006-09-08 2012-04-17 Medtronic, Inc. Method for planning a surgical procedure
US8160677B2 (en) * 2006-09-08 2012-04-17 Medtronic, Inc. Method for identification of anatomical landmarks
WO2008065598A2 (en) 2006-11-28 2008-06-05 Koninklijke Philips Electronics N.V. A method, an apparatus and a computer program for data processing
US8175677B2 (en) 2007-06-07 2012-05-08 MRI Interventions, Inc. MRI-guided medical interventional systems and methods
KR100902518B1 (ko) 2007-06-15 2009-06-15 한국과학기술원 일반급수 병렬영상법을 이용한 고해상도 자기공명영상생성방법 및 그 기록매체
KR100897528B1 (ko) 2007-06-22 2009-05-15 주식회사 사이버메드 디비에스 전극의 위치 판단 방법
US7911208B2 (en) * 2007-10-15 2011-03-22 Siemens Aktiengesellschaft Methods for rectification of B0 inhomogeneity effects in magnetic resonance images
EP2222225B1 (en) * 2007-11-06 2016-10-19 The Cleveland Clinic Foundation Automated 3d brain atlas fitting using intra-operative neurophysiological data
KR100900862B1 (ko) * 2007-11-22 2009-06-04 가천의과학대학교 산학협력단 자기공명영상 시스템용 ｒｆ 코일 어셈블리
US8189885B2 (en) 2008-02-15 2012-05-29 The University Of Iowa Research Foundation Apparatus and method for computing regional statistical distribution over a mean anatomic space
CA2716598A1 (en) * 2008-03-04 2009-09-11 Tomotherapy Incorporated Method and system for improved image segmentation
WO2009139917A2 (en) * 2008-05-15 2009-11-19 Intelect Medical, Inc. Clinician programmer clinician programmer system and method for generating interface models and displays of volumes of activation
KR20100011118A (ko) 2008-07-24 2010-02-03 가천의과학대학교 산학협력단 자기공명 영상장치의 라디오 주파수 코일
US9805473B2 (en) 2008-09-19 2017-10-31 Siemens Healthcare Gmbh Method and system for segmentation of brain structures in 3D magnetic resonance images
US8355553B2 (en) 2008-11-22 2013-01-15 General Electric Company Systems, apparatus and processes for automated medical image segmentation using a statistical model
EP2374083B1 (en) 2008-12-04 2019-05-15 The Cleveland Clinic Foundation System and method to define target volume for stimulation in brain
US8786601B2 (en) 2008-12-18 2014-07-22 Koninklijke Philips N.V. Generating views of medical images
WO2011137370A2 (en) * 2010-04-30 2011-11-03 The Johns Hopkins University Intelligent atlas for automatic image analysis of magnetic resonance imaging
US8160357B2 (en) * 2010-07-30 2012-04-17 Kabushiki Kaisha Toshiba Image segmentation
AU2011348240B2 (en) * 2010-12-22 2015-03-26 Viewray Technologies, Inc. System and method for image guidance during medical procedures
JP2014518516A (ja) 2011-03-29 2014-07-31 ボストン サイエンティフィック ニューロモデュレイション コーポレイション アトラス位置合わせのためのシステムおよび方法
US20130030499A1 (en) * 2011-07-28 2013-01-31 The Regents Of The University Of California Method for deep brain stimulation targeting based on brain connectivity
AU2012294356B2 (en) 2011-08-09 2017-03-16 Boston Scientific Neuromodulation Corporation System and method for weighted atlas generation
AU2012294364A1 (en) 2011-08-09 2014-03-20 Boston Scientific Neuromodulation Corporation Remote control for blind clinical trials of electrical stimulation
US10478639B2 (en) * 2011-09-09 2019-11-19 The Regents Of The University Of California In vivo visualization and control of patholigical changes in neural circuits
US9081488B2 (en) 2011-10-19 2015-07-14 Boston Scientific Neuromodulation Corporation Stimulation leadwire and volume of activation control and display interface
EP2626111B1 (en) * 2012-02-08 2016-08-17 Medtronic Bakken Research Center B.V. Medical system and method for planning a neuromodulation therapy
US20150025548A1 (en) * 2012-03-08 2015-01-22 Neutar, Llc Patient and Procedure Customized Fixation and Targeting Devices for Stereotactic Frames
US9563950B2 (en) * 2013-03-20 2017-02-07 Cornell University Methods and tools for analyzing brain images
US9412076B2 (en) 2013-07-02 2016-08-09 Surgical Information Sciences, Inc. Methods and systems for a high-resolution brain image pipeline and database program
US9937347B2 (en) 2013-12-08 2018-04-10 Case Western Reserve University Activation map based individualized planning for deep brain stimulation
US20190117072A1 (en) * 2017-10-24 2019-04-25 Siemens Healthcare Gmbh Decoding patient characteristics and brain state from magnetic resonance imaging data
EP3798971A1 (en) * 2019-09-30 2021-03-31 Siemens Healthcare GmbH Method and data processing system for providing a stroke information
US11263749B1 (en) * 2021-06-04 2022-03-01 In-Med Prognostics Inc. Predictive prognosis based on multimodal analysis

Patent Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101681508A (zh) * 2007-05-11 2010-03-24 国家健康与医学研究院 一种用于分析对象的脑图像的方法、用于分析该图像的计算机程序产品以及用于实施该方法的设备
CN101520893A (zh) * 2009-02-23 2009-09-02 暨南大学 一种婴幼儿脑医学计算机扫描图像的分析方法及实现系统
CN101739681A (zh) * 2009-12-14 2010-06-16 西北工业大学 基于相关预测模型的磁共振图像中检测结构形变的方法
CN102663414A (zh) * 2012-03-14 2012-09-12 大连灵动科技发展有限公司 一种基于脑功能成像的识别大脑认知状态的方法

Also Published As

Publication number Publication date
EP3537343A1 (en) 2019-09-11
US20210118549A1 (en) 2021-04-22
US20150010223A1 (en) 2015-01-08
US20250049406A1 (en) 2025-02-13
US11771389B2 (en) 2023-10-03
EP3017400A2 (en) 2016-05-11
US12048574B2 (en) 2024-07-30
WO2015002846A2 (en) 2015-01-08
JP2020028721A (ja) 2020-02-27
US20230293130A1 (en) 2023-09-21
US20150012466A1 (en) 2015-01-08
CN105637536A (zh) 2016-06-01
US10885149B2 (en) 2021-01-05
WO2015002846A3 (en) 2015-10-29
US20170193161A1 (en) 2017-07-06
JP6603656B2 (ja) 2019-11-06
US9600778B2 (en) 2017-03-21
EP3537343B1 (en) 2020-10-21
US9412076B2 (en) 2016-08-09
EP3017400A4 (en) 2017-08-09
EP3017400B1 (en) 2019-05-15
JP2016527942A (ja) 2016-09-15

Similar Documents

Publication Publication Date Title
US12048574B2 (en) Method for a brain region location and shape prediction
US11744465B2 (en) Method and program for generating three-dimensional brain map
US11195277B2 (en) Systems and methods for generating normative imaging data for medical image processing using deep learning
US11020004B2 (en) Optimal deep brain stimulation electrode selection and placement on the basis of stimulation field modelling
EP3974024B1 (en) Electrode positioning optimized using deformable templates
Young et al. Computational cardiac atlases: from patient to population and back
EP3277178B1 (en) Covariate modulate atlas
CN110807755A (zh) 使用定位器图像进行平面选择
Liu et al. Automatic localization of the anterior commissure, posterior commissure, and midsagittal plane in MRI scans using regression forests
Li et al. BrainK for structural image processing: creating electrical models of the human head
Shanmuganathan et al. Two-step rigid and non-rigid image registration for the alignment of three-dimensional echocardiography sequences from multiple views
HK1224772A1 (en) Method and system for a brain image pipeline and brain image region location and shape prediction
Liu et al. Employing symmetry features for automatic misalignment correction in neuroimages
Shanmuganathan Two-Step Rigid and Non-Rigid Image Registration for the Alignment of Multi-View Three-Dimensional Echocardiography Sequences
Bagheri Predicting High-field MR images from Low-field MR images utilizing Deep Learning Approaches
Poline et al. Intra and inter subject analyses of brain functional magnetic resonance images (fMRI)
HK40062747B (en) Electrode positioning optimized using deformable templates
Tamburo Feature-Based Correspondences to Infer the Location of Anatomical Landmarks
Ou Development and validations of a deformable registration algorithm for medical images: Applications to brain, breast and prostate studies
Kim Computational Analysis of Clinical Brain Sub-cortical Structures from Ultrahigh-Field MRI
Demir Anatomical landmark based registration of contrast enhanced-t1 weighted magnetic resonance images
HK40013434B (en) Treating patients with ttfields with the electrode positions optimized using deformable templates

Legal Events

Date Code Title Description
C06 Publication
PB01 Publication
C10 Entry into substantive examination
SE01 Entry into force of request for substantive examination
REG Reference to a national code

Ref country code: HK

Ref legal event code: DE

Ref document number: 1224772

Country of ref document: HK

GR01 Patent grant
GR01 Patent grant
TR01 Transfer of patent right

Effective date of registration: 20200303

Address after: American Minnesota

Patentee after: Owl navigation Co., Ltd

Address before: American Minnesota

Patentee before: SURGICAL INFORMATION SCIENCES, Inc.

TR01 Transfer of patent right
REG Reference to a national code

Ref country code: HK

Ref legal event code: WD

Ref document number: 1224772

Country of ref document: HK