KR102873399B1 - 예측 연령 차이를 이용한 동반 임상 치매 등급과 그 미래의 결과를 평가하는 방법 및 그 프로그램 - Google Patents

예측 연령 차이를 이용한 동반 임상 치매 등급과 그 미래의 결과를 평가하는 방법 및 그 프로그램

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KR102873399B1
KR102873399B1 KR1020247002437A KR20247002437A KR102873399B1 KR 102873399 B1 KR102873399 B1 KR 102873399B1 KR 1020247002437 A KR1020247002437 A KR 1020247002437A KR 20247002437 A KR20247002437 A KR 20247002437A KR 102873399 B1 KR102873399 B1 KR 102873399B1
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웬-이 청
영-친 수
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아크로비즈 유에스에이 인코포레이티드
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    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/05Detecting, measuring or recording for diagnosis by means of electric currents or magnetic fields; Measuring using microwaves or radio waves
    • A61B5/055Detecting, 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
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/40Detecting, measuring or recording for evaluating the nervous system
    • A61B5/4076Diagnosing or monitoring particular conditions of the nervous system
    • A61B5/4088Diagnosing of monitoring cognitive diseases, e.g. Alzheimer, prion diseases or dementia
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/72Signal processing specially adapted for physiological signals or for diagnostic purposes
    • A61B5/7235Details of waveform analysis
    • A61B5/7264Classification of physiological signals or data, e.g. using neural networks, statistical classifiers, expert systems or fuzzy systems
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/72Signal processing specially adapted for physiological signals or for diagnostic purposes
    • A61B5/7271Specific aspects of physiological measurement analysis
    • A61B5/7275Determining trends in physiological measurement data; Predicting development of a medical condition based on physiological measurements, e.g. determining a risk factor
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00Image analysis
    • G06T7/0002Inspection of images, e.g. flaw detection
    • G06T7/0012Biomedical image inspection
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    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00Image analysis
    • G06T7/0002Inspection of images, e.g. flaw detection
    • G06T7/0012Biomedical image inspection
    • G06T7/0014Biomedical image inspection using an image reference approach
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    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16HHEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H50/00ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
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    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B2576/00Medical imaging apparatus involving image processing or analysis
    • A61B2576/02Medical imaging apparatus involving image processing or analysis specially adapted for a particular organ or body part
    • A61B2576/026Medical imaging apparatus involving image processing or analysis specially adapted for a particular organ or body part for the brain
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/10Image acquisition modality
    • G06T2207/10072Tomographic images
    • G06T2207/10088Magnetic resonance imaging [MRI]
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/10Image acquisition modality
    • G06T2207/10072Tomographic images
    • G06T2207/10088Magnetic resonance imaging [MRI]
    • G06T2207/10092Diffusion tensor magnetic resonance imaging [DTI]
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/20Special algorithmic details
    • G06T2207/20081Training; Learning
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/20Special algorithmic details
    • G06T2207/20084Artificial neural networks [ANN]
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/30Subject of image; Context of image processing
    • G06T2207/30004Biomedical image processing
    • G06T2207/30016Brain

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  • Artificial Intelligence (AREA)
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  • Primary Health Care (AREA)
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KR1020247002437A 2021-06-29 2022-03-25 예측 연령 차이를 이용한 동반 임상 치매 등급과 그 미래의 결과를 평가하는 방법 및 그 프로그램 Active KR102873399B1 (ko)

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US202163216028P 2021-06-29 2021-06-29
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PCT/US2022/021873 WO2023277980A1 (en) 2021-06-29 2022-03-25 Method of evaluating concomitant clinical dementia rating and its future outcome using predicted age difference and program thereof

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WO2025188294A1 (en) * 2024-03-05 2025-09-12 National Yang Ming Chiao Tung University Method of brain age prediction for bipolar disorder patients using multimodal mri and machine learning
WO2025191273A1 (en) * 2024-03-14 2025-09-18 Oxcitas Ltd Method for processing images of a brain
WO2025207770A1 (en) * 2024-03-26 2025-10-02 Linus Health, Inc. Machine-learning enabled clinical decision support system for cognitive and movement disorders
CN118749944B (zh) * 2024-06-26 2026-02-10 首都医科大学附属北京友谊医院 认知状态检测方法、模型训练方法、装置、设备和介质
CN118691906B (zh) * 2024-07-18 2025-09-26 首都医科大学附属北京友谊医院 认知状态分类方法、装置、设备和存储介质
CN119379626A (zh) * 2024-10-11 2025-01-28 西安交通大学 一种脑龄预测方法、装置、设备及存储介质
CN119601247B (zh) * 2024-11-14 2026-01-02 中国人民解放军空军军医大学 一种2型糖尿病认知功能减退预测系统及方法

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US20230000424A1 (en) 2023-01-05
CN120732391A (zh) 2025-10-03
CN118175954B (zh) 2025-06-03
CN118175954A (zh) 2024-06-11
WO2023277980A9 (en) 2023-08-17
US11589800B2 (en) 2023-02-28
US20230086483A1 (en) 2023-03-23
AU2022304526A1 (en) 2023-12-07
US11751798B2 (en) 2023-09-12
JP2024524497A (ja) 2024-07-05
EP4362778A4 (en) 2025-01-08
WO2023277980A1 (en) 2023-01-05
EP4362778A1 (en) 2024-05-08
AU2022304526B2 (en) 2025-04-17
KR20240027714A (ko) 2024-03-04

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