Dermtrainer: A Decision Support System for Dermatological Diseases
This addresses the need for improved diagnostic accuracy in dermatology for general practitioners, but it appears incremental as it builds on existing clinical algorithms and knowledge bases.
The authors tackled the problem of assisting general practitioners in diagnosing skin diseases by developing Dermtrainer, a decision support system that includes a ranking algorithm for retrieving appropriate disease diagnoses, but no concrete results or numbers are provided.
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.