DEVICE AND METHOD FOR GENERATING INFECTION STATE INFORMATION ON BASIS OF IMAGE INFORMATION

According to various embodiments of the present invention, by applying a device and method for generating infection state information on the basis of image information, an input of an image of a diagnostic kit used by a user can be received, and the inputted image is applied to a deep learning model...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser:	WOO, Hyo Won, KIM, Sun Mok, LEE, Ki Baek, LEE, Seung Min, PARK, Jeong Soo, LEE, Jeong Hoon
Format:	Patent
Sprache:	eng ; fre ; kor
Schlagworte:	CALCULATING COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS COMPUTING COUNTING HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATIONTECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING ORPROCESSING OF MEDICAL OR HEALTHCARE DATA INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTEDFOR SPECIFIC APPLICATION FIELDS PHYSICS
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Beschreibung
Zusammenfassung:	According to various embodiments of the present invention, by applying a device and method for generating infection state information on the basis of image information, an input of an image of a diagnostic kit used by a user can be received, and the inputted image is applied to a deep learning model trained using a data set obtained by augmenting diagnostic kit images in various ways, in order to generate, from the inputted image, infection state information of the user for a disease, and provide the information. Selon différents modes de réalisation de la présente invention, par l'application d'un dispositif et d'un procédé de génération d'informations d'état d'infection sur la base d'informations d'image, une entrée d'une image d'un kit de diagnostic utilisé par un utilisateur peut être reçue, et l'image entrée est appliquée à un modèle d'apprentissage profond entraîné au moyen d'un ensemble de données obtenu par augmentation d'images de kit de diagnostic de différentes manières, afin de générer, à partir de l'image entrée, des informations d'état d'infection de l'utilisateur pour une maladie, et fournir les informations. 본 발명의 다양한 실시예에 따르면, 영상 정보를 기반으로 감염 상태 정보를 생성하는 장치 및 방법을 적용함으로써 사용자에 의하여 사용된 진단 키트의 영상을 입력받고, 진단 키트 이미지를 다양한 방식으로 증강한 데이터 세트를 이용하여 학습한 딥러닝 모델에 입력 영상을 적용하여 입력 영상으로부터 질병에 대한 사용자의 감염 상태 정보를 생성하여 제공할 수 있다.