Advances in Internet of Things · 2014 · 10 citations · 16 references
ComputingBiomedical InformaticsHealth InformaticsData MiningDecision Support SystemsRecommender SystemsDiagnostic Decision SupportDrug Information SystemsExpert SystemsPatient-specific Recommendation SystemsDrug Interaction Recommender SystemsDrug-food Interaction DetectionIntelligent Decision Support SystemsMedical Expert SystemsMedication RecommendationSemantic WebSemantic Web MiningTreatment Recommendation Systems
The goal of this project is to use the Semantic Web Technologies and Data Mining for disease diagnosis to assist health care professionals regarding the possible medication and drug to prescribe (Drug recommendation) according to the features of the patient. Numerous Decision Support Systems (DSS) and Expert Systems allow medical collaboration, like in the differential diagnosis specific or general. But, a medical recommendation system using both Semantic Web technologies and Data mining has not yet been developed which initiated this work. However, it should be mentioned that there are several system references about medicine or active ingredient interactions, but their final goal is not the Drug recommendation which uses above technologies. With this project we try to provide an assistant to the doctor for better recommendations. The patient will also able to use this system for explanation of drugs, food interaction and side effects of corresponding drugs.
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Data mining: concepts and techniques
Jiawei Han, Micheline Kamber · Choice Reviews Online · 2012 · 28.9K citations
Mark Hall, Eibe Frank, Geoffrey Holmes et al. · ACM SIGKDD Explorations Newsletter · 2009 · 17.8K citations
Eric Prud’hommeaux · Medical Entomology and Zoology · 2008 · 3K citations