CN112702947A - 诊断辅助系统以及方法 - Google Patents

诊断辅助系统以及方法 Download PDF

Info

Publication number
CN112702947A
CN112702947A CN201980060132.4A CN201980060132A CN112702947A CN 112702947 A CN112702947 A CN 112702947A CN 201980060132 A CN201980060132 A CN 201980060132A CN 112702947 A CN112702947 A CN 112702947A
Authority
CN
China
Prior art keywords
image data
type
actual
image
information
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.)
Pending
Application number
CN201980060132.4A
Other languages
English (en)
Chinese (zh)
Inventor
竹本贤平
笠井航
青山裕纪
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.)
Splink Inc
Original Assignee
Splink 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 Splink Inc filed Critical Splink Inc
Publication of CN112702947A publication Critical patent/CN112702947A/zh
Pending legal-status Critical Current

Links

Images

Classifications

    • 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
    • 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
    • G06T7/0014—Biomedical image inspection using an image reference approach
    • G06T7/0016—Biomedical image inspection using an image reference approach involving temporal comparison
    • 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
    • A61B6/5235—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 the same or different ionising radiation imaging techniques, e.g. PET and 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
    • A61B6/52—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
    • 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
    • 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
    • A61B6/02—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
    • 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
    • G06T2207/10—Image acquisition modality
    • G06T2207/10072—Tomographic images
    • G06T2207/10104—Positron emission tomography [PET]
    • 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
    • G06T2207/20081—Training; Learning
    • 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
    • G06T2207/20084—Artificial neural networks [ANN]
    • 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)
  • Medical Informatics (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Public Health (AREA)
  • General Health & Medical Sciences (AREA)
  • Biomedical Technology (AREA)
  • Radiology & Medical Imaging (AREA)
  • Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
  • Pathology (AREA)
  • Physics & Mathematics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Epidemiology (AREA)
  • Surgery (AREA)
  • Biophysics (AREA)
  • High Energy & Nuclear Physics (AREA)
  • Veterinary Medicine (AREA)
  • Optics & Photonics (AREA)
  • Animal Behavior & Ethology (AREA)
  • Heart & Thoracic Surgery (AREA)
  • Molecular Biology (AREA)
  • Primary Health Care (AREA)
  • Data Mining & Analysis (AREA)
  • Databases & Information Systems (AREA)
  • Quality & Reliability (AREA)
  • General Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Magnetic Resonance Imaging Apparatus (AREA)
  • Nuclear Medicine (AREA)
  • Image Analysis (AREA)
  • Apparatus For Radiation Diagnosis (AREA)
  • Measuring And Recording Apparatus For Diagnosis (AREA)
CN201980060132.4A 2018-09-12 2019-09-12 诊断辅助系统以及方法 Pending CN112702947A (zh)

Applications Claiming Priority (5)

Application Number Priority Date Filing Date Title
JP2018-170708 2018-09-12
JP2018170708 2018-09-12
JP2019067854 2019-03-29
JP2019-067854 2019-03-29
PCT/JP2019/035914 WO2020054803A1 (ja) 2018-09-12 2019-09-12 診断支援システムおよび方法

Publications (1)

Publication Number Publication Date
CN112702947A true CN112702947A (zh) 2021-04-23

Family

ID=69777069

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201980060132.4A Pending CN112702947A (zh) 2018-09-12 2019-09-12 诊断辅助系统以及方法

Country Status (5)

Country Link
US (1) US11978557B2 (enExample)
EP (1) EP3851036A4 (enExample)
JP (3) JP6746160B1 (enExample)
CN (1) CN112702947A (enExample)
WO (1) WO2020054803A1 (enExample)

Families Citing this family (25)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US11166764B2 (en) 2017-07-27 2021-11-09 Carlsmed, Inc. Systems and methods for assisting and augmenting surgical procedures
US11083586B2 (en) 2017-12-04 2021-08-10 Carlsmed, Inc. Systems and methods for multi-planar orthopedic alignment
WO2020054803A1 (ja) * 2018-09-12 2020-03-19 株式会社Ｓｐｌｉｎｋ 診断支援システムおよび方法
US12491075B2 (en) * 2018-09-12 2025-12-09 Carlsmed, Inc. Systems and methods for designing orthopedic implants based on tissue characteristics
JP7334256B2 (ja) * 2019-09-27 2023-08-28 富士フイルム株式会社 画像処理装置、方法およびプログラム、学習装置、方法およびプログラム、並びに導出モデル
JP7335157B2 (ja) * 2019-12-25 2023-08-29 富士フイルム株式会社 学習データ作成装置、学習データ作成装置の作動方法及び学習データ作成プログラム並びに医療画像認識装置
US11376076B2 (en) 2020-01-06 2022-07-05 Carlsmed, Inc. Patient-specific medical systems, devices, and methods
WO2021221008A1 (ja) * 2020-04-28 2021-11-04 株式会社Splink システム、制御方法及びプログラム
JP2022040486A (ja) * 2020-08-31 2022-03-11 Ｂｒａｉｎ Ｌｉｎｋａｇｅ合同会社 脳画像を扱う装置、方法及びプログラム
JPWO2022054711A1 (enExample) * 2020-09-10 2022-03-17
CN116209396A (zh) * 2020-09-28 2023-06-02 富士胶片株式会社 图像处理装置、图像处理装置的工作方法、图像处理装置的工作程序
WO2022138960A1 (ja) * 2020-12-25 2022-06-30 富士フイルム株式会社 診断支援装置、診断支援装置の作動方法、診断支援装置の作動プログラム
WO2022145544A1 (ko) * 2020-12-30 2022-07-07 뉴로핏 주식회사 진단보조정보를 제공하는 방법 및 이를 수행하는 장치
JP7759111B2 (ja) * 2021-02-05 2025-10-23 株式会社Medicolab 学習装置、学習済みモデルの生成方法、診断処理装置、コンピュータプログラム及び診断処理方法
US12079960B2 (en) * 2021-03-11 2024-09-03 Terran Biosciences Inc. Systems, devices, and methods for harmonization of imaging datasets including biomarkers
KR102609153B1 (ko) * 2021-05-25 2023-12-05 삼성전기주식회사 딥러닝 기반 제조 영상의 이상 탐지 장치 및 방법
WO2022250253A1 (en) * 2021-05-25 2022-12-01 Samsung Electro-Mechanics Co., Ltd. Apparatus and method with manufacturing anomaly detection
CN113633306B (zh) * 2021-08-31 2024-10-29 上海商汤智能科技有限公司 图像处理方法及相关装置、电子设备和存储介质
CN113870376B (zh) * 2021-09-30 2025-10-17 中国人民解放军网络空间部队信息工程大学 基于Surf特征点匹配的纳米CT漂移伪影校正方法及系统
KR102444082B1 (ko) * 2022-02-22 2022-09-16 뉴로핏 주식회사 치매 진단 보조 정보 제공 장치 및 방법
KR102451108B1 (ko) * 2022-02-22 2022-10-06 뉴로핏 주식회사 치매 진단에 필요한 정보 제공 방법 및 장치
JPWO2023167157A1 (enExample) * 2022-03-01 2023-09-07
US20230386031A1 (en) * 2022-05-27 2023-11-30 PAIGE.AI, Inc. Systems and methods to process electronic images for histological morphology trajectory prediction
JPWO2024166932A1 (enExample) * 2023-02-07 2024-08-15
CN117036305B (zh) * 2023-08-16 2024-07-19 郑州大学 一种用于咽喉检查的图像处理方法、系统及存储介质

Citations (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2008132320A (ja) * 2007-10-25 2008-06-12 Fujifilm Ri Pharma Co Ltd 画像診断支援システム
JP2010029284A (ja) * 2008-07-25 2010-02-12 Konica Minolta Medical & Graphic Inc プログラム、可搬型記憶媒体及び情報処理装置
CN102088910A (zh) * 2008-07-07 2011-06-08 浜松光子学株式会社 脑部疾病的诊断系统
US20170103287A1 (en) * 2015-10-13 2017-04-13 Impac Medical Systems, Inc. Pseudo-ct generation from mr data using tissue parameter estimation
CN107123095A (zh) * 2017-04-01 2017-09-01 上海联影医疗科技有限公司 一种pet图像重建方法、成像系统
CN107644419A (zh) * 2017-09-30 2018-01-30 百度在线网络技术（北京）有限公司 用于分析医学影像的方法和装置
JP2018505705A (ja) * 2014-12-10 2018-03-01 コーニンクレッカ フィリップス エヌ ヴェＫｏｎｉｎｋｌｉｊｋｅ Ｐｈｉｌｉｐｓ Ｎ．Ｖ． 機械学習を用いた医用イメージングの変換のためのシステムおよび方法
WO2018048507A1 (en) * 2016-09-06 2018-03-15 Han Xiao Neural network for generating synthetic medical images
KR20180097214A (ko) * 2017-02-23 2018-08-31 고려대학교 산학협력단 딥러닝을 사용하여 재발 부위를 예측하고, pet 이미지를 생성하는 방법과 장치

Family Cites Families (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2004071080A (ja) * 2002-08-08 2004-03-04 Pioneer Electronic Corp 情報再生出力装置、方法、プログラム及び記録媒体
US7782998B2 (en) * 2004-12-21 2010-08-24 General Electric Company Method and apparatus for correcting motion in image reconstruction
JP4581088B2 (ja) * 2005-05-17 2010-11-17 国立大学法人 筑波大学 計算機支援診断装置および方法
JP6703323B2 (ja) 2015-09-17 2020-06-03 公益財団法人神戸医療産業都市推進機構 生体の画像検査のためのｒｏｉの設定技術
WO2020054803A1 (ja) * 2018-09-12 2020-03-19 株式会社Ｓｐｌｉｎｋ 診断支援システムおよび方法

Patent Citations (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2008132320A (ja) * 2007-10-25 2008-06-12 Fujifilm Ri Pharma Co Ltd 画像診断支援システム
CN102088910A (zh) * 2008-07-07 2011-06-08 浜松光子学株式会社 脑部疾病的诊断系统
JP2010029284A (ja) * 2008-07-25 2010-02-12 Konica Minolta Medical & Graphic Inc プログラム、可搬型記憶媒体及び情報処理装置
JP2018505705A (ja) * 2014-12-10 2018-03-01 コーニンクレッカ フィリップス エヌ ヴェＫｏｎｉｎｋｌｉｊｋｅ Ｐｈｉｌｉｐｓ Ｎ．Ｖ． 機械学習を用いた医用イメージングの変換のためのシステムおよび方法
US20170103287A1 (en) * 2015-10-13 2017-04-13 Impac Medical Systems, Inc. Pseudo-ct generation from mr data using tissue parameter estimation
WO2018048507A1 (en) * 2016-09-06 2018-03-15 Han Xiao Neural network for generating synthetic medical images
KR20180097214A (ko) * 2017-02-23 2018-08-31 고려대학교 산학협력단 딥러닝을 사용하여 재발 부위를 예측하고, pet 이미지를 생성하는 방법과 장치
CN107123095A (zh) * 2017-04-01 2017-09-01 上海联影医疗科技有限公司 一种pet图像重建方法、成像系统
CN107644419A (zh) * 2017-09-30 2018-01-30 百度在线网络技术（北京）有限公司 用于分析医学影像的方法和装置

Non-Patent Citations (2)

* Cited by examiner, † Cited by third party
Title
MEHDI RAHIM等: ""Transmodal Learning of Functional Networks for Alzheimer\'s Disease Prediction"", 《IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING》, vol. 10, no. 7, 15 August 2016 (2016-08-15), pages 1204 - 1213, XP011623811, DOI: 10.1109/JSTSP.2016.2600400 *
TIEN-DUONG VU等: ""Non-white matter tissue extraction and deep convolutional neural network for Alzheimer\'s disease detection"", 《SOFT COMPUTING》, vol. 22, no. 20, 3 August 2018 (2018-08-03), pages 6825 - 6833 *

Also Published As

Publication number Publication date
US11978557B2 (en) 2024-05-07
EP3851036A4 (en) 2022-06-15
JP7357927B2 (ja) 2023-10-10
JPWO2020054803A1 (ja) 2020-10-22
EP3851036A1 (en) 2021-07-21
JP2020171841A (ja) 2020-10-22
WO2020054803A1 (ja) 2020-03-19
US20210257094A1 (en) 2021-08-19
JP2023169313A (ja) 2023-11-29
JP6746160B1 (ja) 2020-08-26

Similar Documents

Publication Publication Date Title
JP7357927B2 (ja) 診断支援システムおよび方法
CN111563523B (zh) 利用机器训练的异常检测的copd分类
US11928827B2 (en) Grading of structures for state determination
Zhou et al. MR-less surface-based amyloid assessment based on 11C PiB PET
JP5468905B2 (ja) 神経変性疾患の診断を支援するためのツール
KR102873399B1 (ko) 예측 연령 차이를 이용한 동반 임상 치매 등급과 그 미래의 결과를 평가하는 방법 및 그 프로그램
EP2747658B1 (en) Method to compute and present brain amyloid in gray matter
Platten et al. Deep learning corpus callosum segmentation as a neurodegenerative marker in multiple sclerosis
KR101919847B1 (ko) 동일 피사체에 대하여 시간 간격을 두고 촬영된 영상 간에 동일 관심구역을 자동으로 검출하는 방법 및 이를 이용한 장치
Peterson et al. Personalized gaussian processes for future prediction of alzheimer's disease progression
JP7492769B2 (ja) 認知症診断に必要な情報の提供方法及び装置
Hassanaly et al. Evaluation of pseudo-healthy image reconstruction for anomaly detection with deep generative models: Application to brain FDG PET
Herath et al. A Systematic Review of Medical Image Quality Assessment
Li et al. PASTA: P athology-A ware MRI to PET Cro S s-modal T r A nslation with Diffusion Models
KR20200116278A (ko) 치과 영상으로부터 피검체의 성별 및 연령을 판정하는 방법 및 이를 이용한 장치
Chattopadhyay et al. Comparison of deep learning architectures for predicting amyloid positivity in Alzheimer’s disease, mild cognitive impairment, and healthy aging, from T1-weighted brain structural MRI
JP7764037B2 (ja) システム、制御方法及びプログラム
US20160166192A1 (en) Magnetic resonance imaging tool to detect clinical difference in brain anatomy
Hassanaly et al. Pseudo-healthy image reconstruction with variational autoencoders for anomaly detection: A benchmark on 3D brain FDG PET
KR101948701B1 (ko) 피검체의 뇌 구조를 기술하는 잠재 변수에 기반하여 상기 피검체의 뇌질환을 판정하는 방법 및 이를 이용한 장치
JP7477906B2 (ja) 認知症診断支援情報の提供装置及びその方法
HK40045264A (en) Diagnosis assistance system and method
Sriharsha Using Deep Learning to Classify and Diagnose Alzheimer's Disease
Dong et al. Regional deep atrophy: Using temporal information to automatically identify regions associated with Alzheimer’s disease progression from longitudinal MRI
Li et al. Diffusion Bridge Networks Simulate Clinical-grade PET from MRI for Dementia Diagnostics

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for 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: 40045264

Country of ref document: HK

AD01 Patent right deemed abandoned
AD01 Patent right deemed abandoned

Effective date of abandoning: 20251121