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Recommendation of Medical Exams to Support Clinical Diagnose Based on Patient’s Symptoms

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Machine Learning Models + Benchmarking

Code developped to support the paper: Recommendation of Medical Exams to Support Clinical Diagnose Based on Patient’s Symptoms

🩺 💊 💉 Paper can be found here 🩺 💊 💉

Machine learning models developped:

  • RNN + Parameter Optimization with Genetic Algorithm

  • KNN

  • Decisition Tree

  • Random Forest

  • SVM

  • Naive Bayes

🩺 The code of the webApp developped to aid health care professionals in their decision making process can be found here 🩺

By: Maria 🩺 Hugo 💊 Susana 💉