IMAGE ANALYTICS PLATFORM FOR MEDICAL DATA USING EXPERT KNOWLEDGE MODELS

IMAGE ANALYTICS PLATFORM FOR MEDICAL DATA USING EXPERT KNOWLEDGE MODELS

Embodiments described herein provide an image analytics platform that follows a microservice-based architecture. The platform provides a set of algorithms implemented as microservices to design knowledge-based models. The image analytics platform is deployed in the cloud for management and storage o...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: Oliveira, Dário Augusto Borges, Nunes, Camila Patricia Bazilio, Marinho, Augusto de Jesus Araujo, Silva, Flávio Henrique Schuindt, Silva, Eudemberg Fonsec, Ribeiro, Marcelo Blois, Bertrán, Isela Macia, Magalhães, Marina Lundgren de Almeida
Format: Patent
Sprache:eng
Schlagworte:
CALCULATING
COMPUTING
COUNTING
ELECTRIC DIGITAL DATA PROCESSING
HANDLING RECORD CARRIERS
IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
PHYSICS
PRESENTATION OF DATA
RECOGNITION OF DATA
RECORD CARRIERS
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Beschreibung
Zusammenfassung:Embodiments described herein provide an image analytics platform that follows a microservice-based architecture. The platform provides a set of algorithms implemented as microservices to design knowledge-based models. The image analytics platform is deployed in the cloud for management and storage of images. In order to facilitate the design, composition and integration of the algorithms, a web application facilitates design of the knowledge models by the use of directed graphs. The web application allows physicians to design specific knowledge models and share with others; developers can easily add and test new image processing algorithms; and physicians can design and test different algorithms and evaluate selected results in a more efficient way.