KR102456467B9 - 인공지능 기반의 의료 영상 합성 장치 및 방법 - Google Patents

인공지능 기반의 의료 영상 합성 장치 및 방법

Info

Publication number
KR102456467B9
KR102456467B9 KR1020200128003A KR20200128003A KR102456467B9 KR 102456467 B9 KR102456467 B9 KR 102456467B9 KR 1020200128003 A KR1020200128003 A KR 1020200128003A KR 20200128003 A KR20200128003 A KR 20200128003A KR 102456467 B9 KR102456467 B9 KR 102456467B9
Authority
KR
South Korea
Prior art keywords
image based
medical image
artificial intelligence
synthesizing medical
synthesizing
Prior art date
Application number
KR1020200128003A
Other languages
English (en)
Other versions
KR20220045366A (ko
KR102456467B1 (ko
Inventor
안경식
조용원
강창호
박시영
Original Assignee
고려대학교 산학협력단
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 고려대학교 산학협력단 filed Critical 고려대학교 산학협력단
Priority to KR1020200128003A priority Critical patent/KR102456467B1/ko
Priority to PCT/KR2021/013046 priority patent/WO2022075641A1/ko
Publication of KR20220045366A publication Critical patent/KR20220045366A/ko
Application granted granted Critical
Publication of KR102456467B1 publication Critical patent/KR102456467B1/ko
Publication of KR102456467B9 publication Critical patent/KR102456467B9/ko

Links

Classifications

    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • 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 classified in A61B5/00, e.g. for MRI, optical tomography or impedance tomography apparatus; arrangements of imaging apparatus in a room
    • A61B5/004—Features or image-related aspects of imaging apparatus classified in A61B5/00, e.g. for MRI, optical tomography or impedance tomography apparatus; arrangements of imaging apparatus in a room adapted for image acquisition of a particular organ or body part
    • 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
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/45—For evaluating or diagnosing the musculoskeletal system or teeth
    • A61B5/4538—Evaluating a particular part of the muscoloskeletal system or a particular medical condition
    • A61B5/4561—Evaluating static posture, e.g. undesirable back curvature
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR 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
    • G16H50/20—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; CALCULATING OR 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; CALCULATING OR 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; CALCULATING OR 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; CALCULATING OR 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
    • G06T2207/30012—Spine; Backbone

Landscapes

  • Health & Medical Sciences (AREA)
  • Engineering & Computer Science (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Medical Informatics (AREA)
  • Public Health (AREA)
  • General Health & Medical Sciences (AREA)
  • Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
  • Biomedical Technology (AREA)
  • Physics & Mathematics (AREA)
  • Radiology & Medical Imaging (AREA)
  • Pathology (AREA)
  • Molecular Biology (AREA)
  • Biophysics (AREA)
  • Heart & Thoracic Surgery (AREA)
  • Surgery (AREA)
  • Animal Behavior & Ethology (AREA)
  • Veterinary Medicine (AREA)
  • Primary Health Care (AREA)
  • Epidemiology (AREA)
  • Physical Education & Sports Medicine (AREA)
  • General Physics & Mathematics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Theoretical Computer Science (AREA)
  • High Energy & Nuclear Physics (AREA)
  • Data Mining & Analysis (AREA)
  • Databases & Information Systems (AREA)
  • Quality & Reliability (AREA)
  • Dentistry (AREA)
  • Oral & Maxillofacial Surgery (AREA)
  • Orthopedic Medicine & Surgery (AREA)
  • Rheumatology (AREA)
  • Image Analysis (AREA)
KR1020200128003A 2020-10-05 2020-10-05 인공지능 기반의 의료 영상 합성 장치 및 방법 KR102456467B1 (ko)

Priority Applications (2)

Application Number Priority Date Filing Date Title
KR1020200128003A KR102456467B1 (ko) 2020-10-05 2020-10-05 인공지능 기반의 의료 영상 합성 장치 및 방법
PCT/KR2021/013046 WO2022075641A1 (ko) 2020-10-05 2021-09-24 인공지능 기반의 의료 영상 합성 장치 및 방법

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
KR1020200128003A KR102456467B1 (ko) 2020-10-05 2020-10-05 인공지능 기반의 의료 영상 합성 장치 및 방법

Publications (3)

Publication Number Publication Date
KR20220045366A KR20220045366A (ko) 2022-04-12
KR102456467B1 KR102456467B1 (ko) 2022-10-18
KR102456467B9 true KR102456467B9 (ko) 2022-12-05

Family

ID=81125857

Family Applications (1)

Application Number Title Priority Date Filing Date
KR1020200128003A KR102456467B1 (ko) 2020-10-05 2020-10-05 인공지능 기반의 의료 영상 합성 장치 및 방법

Country Status (2)

Country Link
KR (1) KR102456467B1 (ko)
WO (1) WO2022075641A1 (ko)

Families Citing this family (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
KR102658413B1 (ko) * 2022-05-24 2024-04-17 고려대학교 산학협력단 Ct 영상을 이용한 인공지능 기반의 담도 영상 추출 장치 및 방법
WO2024043591A1 (ko) * 2022-08-22 2024-02-29 고려대학교 산학협력단 융합 영상을 이용한 턱관절 및 두경부 질환 진단 방법 및 장치

Family Cites Families (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
KR102224597B1 (ko) * 2018-06-08 2021-03-08 연세대학교 산학협력단 데이터 획득 시간 최소화를 위한 cnn 기반의 고해상도 영상 생성 장치 및 그 방법
KR102094320B1 (ko) * 2018-09-20 2020-03-30 (주)헤르스 강화 학습을 이용한 이미지 개선 방법
KR102222366B1 (ko) * 2018-11-19 2021-03-03 고려대학교 산학협력단 딥러닝 기반 고자기장 자기공명영상 합성 방법 및 장치

Also Published As

Publication number Publication date
KR20220045366A (ko) 2022-04-12
WO2022075641A1 (ko) 2022-04-14
KR102456467B1 (ko) 2022-10-18

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GRNT Written decision to grant
G170 Re-publication after modification of scope of protection [patent]