KR101977067B9 - 심층 신경망 기반 특징 추출을 통하여 진단 맵을 재구축하는 방법 및 이를 이용한 장치 - Google Patents

심층 신경망 기반 특징 추출을 통하여 진단 맵을 재구축하는 방법 및 이를 이용한 장치

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Publication number
KR101977067B9
KR101977067B9 KR1020180098946A KR20180098946A KR101977067B9 KR 101977067 B9 KR101977067 B9 KR 101977067B9 KR 1020180098946 A KR1020180098946 A KR 1020180098946A KR 20180098946 A KR20180098946 A KR 20180098946A KR 101977067 B9 KR101977067 B9 KR 101977067B9
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KR
South Korea
Prior art keywords
reconstructing
neural network
same
feature extraction
deep neural
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KR1020180098946A
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English (en)
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KR101977067B1 (ko
Inventor
박정혁
김영원
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주식회사 뷰노
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Priority to KR1020180098946A priority Critical patent/KR101977067B1/ko
Application granted granted Critical
Publication of KR101977067B1 publication Critical patent/KR101977067B1/ko
Publication of KR101977067B9 publication Critical patent/KR101977067B9/ko

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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
    • G16H50/20ICT 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
    • 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
    • G16H10/00ICT specially adapted for the handling or processing of patient-related medical or healthcare data
    • G16H10/60ICT specially adapted for the handling or processing of patient-related medical or healthcare data for patient-specific data, e.g. for electronic patient records
    • 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
    • G16H30/00ICT specially adapted for the handling or processing of medical images
    • 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
    • G16H50/70ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for mining of medical data, e.g. analysing previous cases of other patients

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  • Health & Medical Sciences (AREA)
  • Engineering & Computer Science (AREA)
  • Public Health (AREA)
  • Medical Informatics (AREA)
  • Primary Health Care (AREA)
  • General Health & Medical Sciences (AREA)
  • Epidemiology (AREA)
  • Biomedical Technology (AREA)
  • Data Mining & Analysis (AREA)
  • Pathology (AREA)
  • Databases & Information Systems (AREA)
  • Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
  • Radiology & Medical Imaging (AREA)
  • Image Analysis (AREA)
  • Measuring And Recording Apparatus For Diagnosis (AREA)
KR1020180098946A 2018-08-24 2018-08-24 심층 신경망 기반 특징 추출을 통하여 진단 맵을 재구축하는 방법 및 이를 이용한 장치 KR101977067B1 (ko)

Priority Applications (1)

Application Number Priority Date Filing Date Title
KR1020180098946A KR101977067B1 (ko) 2018-08-24 2018-08-24 심층 신경망 기반 특징 추출을 통하여 진단 맵을 재구축하는 방법 및 이를 이용한 장치

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
KR1020180098946A KR101977067B1 (ko) 2018-08-24 2018-08-24 심층 신경망 기반 특징 추출을 통하여 진단 맵을 재구축하는 방법 및 이를 이용한 장치

Publications (2)

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KR101977067B1 KR101977067B1 (ko) 2019-05-10
KR101977067B9 true KR101977067B9 (ko) 2022-01-17

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Families Citing this family (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
KR102302333B1 (ko) 2019-11-05 2021-09-16 주식회사 토모큐브 3차원 굴절률 영상과 딥러닝을 활용한 비표지 방식의 3차원 분자 영상 생성 방법 및 장치
WO2021137755A1 (en) * 2019-12-30 2021-07-08 Medo Dx Pte. Ltd Apparatus and method for automated analyses of ultrasound images
KR102236615B1 (ko) * 2020-07-31 2021-04-06 주식회사 웨이센 복합 특성 분류와 공통 국소화를 위한 신경망 모델의 학습 방법 및 장치
KR102337031B1 (ko) * 2020-11-30 2021-12-08 주식회사 코어라인소프트 복수의 폐질환을 스크리닝하기 위한 의료 영상 재구성 장치 및 방법
CN117174257B (zh) * 2023-11-03 2024-02-27 福建自贸试验区厦门片区Manteia数据科技有限公司 医疗影像的处理装置、电子设备及计算机可读存储介质

Family Cites Families (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
KR101443187B1 (ko) * 2012-12-24 2014-09-19 계명대학교 산학협력단 영상 군집화 기반의 의료 영상 검색 방법
KR101908680B1 (ko) * 2016-08-30 2018-10-17 주식회사 루닛 약한 지도 학습 기반의 기계 학습 방법 및 그 장치
KR101880678B1 (ko) * 2016-10-12 2018-07-20 (주)헬스허브 기계학습을 통한 의료영상 판독 및 진단 통합 시스템
KR101876338B1 (ko) * 2016-12-28 2018-07-09 아주대학교산학협력단 신경망을 이용한 간 경변 예측 장치 및 방법

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