APPARATUS FOR QUALITY MANAGMENT OF MEDICAL IMAGE INTERPRETATION USNIG MACHINE LEARNING AND METHOD THEREOF

The present disclosure relates to an apparatus and method for managing a medical image interpretation result by comparing an interpretation result of a medical image by a medical person with an interpretation result generated based on a machine learning model. According to the present invention, the...

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Bibliographische Detailangaben
Hauptverfasser:	JEONGYOUNG, KIM KI HWAN, JANG MIN HONG
Format:	Patent
Sprache:	eng ; kor
Schlagworte:	CALCULATING COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS COMPUTING COUNTING DIAGNOSIS HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATIONTECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING ORPROCESSING OF MEDICAL OR HEALTHCARE DATA HUMAN NECESSITIES HYGIENE IDENTIFICATION INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTEDFOR SPECIFIC APPLICATION FIELDS MEDICAL OR VETERINARY SCIENCE PHYSICS SURGERY
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Beschreibung
Zusammenfassung:	The present disclosure relates to an apparatus and method for managing a medical image interpretation result by comparing an interpretation result of a medical image by a medical person with an interpretation result generated based on a machine learning model. According to the present invention, the method for managing a medical image interpretation result comprises the steps of: receiving a medical image; receiving report information which is a result of determination of a medical person for the medical image; generating result information indicating identity of first lesion information and second lesion information by applying the first lesion information related to a lesion of the medical image obtained based on the medical image and the second lesion information related to a lesion of the medical image obtained based on the report information to a third analysis model; and outputting the result information. 본 개시는 의료인이 의료 영상을 판독한 결과 및 기계학습모델이 기초하여 생성된 판독한 결과를 비교하여 의료 영상 판독의 결과를 관리하기 위한 장치 및 방법에 관한 것으로써, 의료 영상을 수신하는 단계, 의료 영상에 대한 의료인의 판단 결과인 리포트 정보를 수신하는 단계, 의료 영상을 기초로 획득되는 의료 영상의 병변과 관련된 제 1 병변 정보 및 리포트 정보를 기초로 획득되는 의료 영상의 병변과 관련된 제 2 병변 정보를 제 3 분석 모델에 적용하여 제 1 병변 정보 및 제 2 병변 정보의 동일성을 나타내는 결과 정보를 생성하는 단계 및 결과 정보를 출력하는 단계를 포함하는 것을 특징으로 한다.