Dermtrainer: A Decision Support System for Dermatological Diseases

Autor: Salzer, Gernot, Ciabattoni, Agata, Fermüller, Christian, Haiduk, Martin, Kittler, Harald, Lukas, Arno, Domínguez, Rosa María Rodríguez, Wesinger, Antonia, Riedl, Elisabeth
Rok vydání: 2019
Předmět:
Druh dokumentu: Working Paper
Popis: Dermtrainer is a medical decision support system that assists general practitioners in diagnosing skin diseases and serves as a training platform for dermatologists. Its key components are a comprehensive dermatological knowledge base, a clinical algorithm for diagnosing skin diseases, a reasoning component for deducing the most likely differential diagnoses for a patient, and a library of high-quality images. This report describes the technical components of the system, in particular the ranking algorithm for retrieving appropriate diseases as diagnoses.
Databáze: arXiv