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MedPreceptor

Artificial Intelligence in medical applications.

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About me

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Andre Meyer Silvestre

A physician with a master degree in Computer Sciences.

Married to loving wife and best friend Brenusa for 10 years and father of two little girls.

Enjoys playing around with Bayesian Networks and Artificial Neural Networks.

Projects

Those are the projects hosted at MedPreceptor.com.br

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Antibiotic prescribing in Hospitals

This project aims to aid physicians in choosing antibiotics at the hospital level scenario. It wishes to gather diagrams produced by the Department of Hospital Epidemiology and Infection Control at Hospital Universitário da Ulbra, Canoas RS, Brazil. Medical knowledge bases were modeled using those validated diagrams. Artificial Neural Networks constitute the final inference mechanism for the automatic consulting. Note that this is a work in progress and is subject to errors. One should always base his or her decision by judging the provided flowcharts files. As a central web portal it aims to ensure optimal antibiotic prescribing and limit overuse and misuse of antibiotics in hospitals.

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SharpBayes Project

A new Expert System based on Bayesian Networks and Influence Diagrams.

Available now at Windows Store for Windows 10 devices.

Linux port available

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BayesToANN

Tool for the conversion of Bayesian Networks (in net Hugin format) with nodes up to 3 discrete states into Artificial Neural Networks by way of exhaustive state permutations.

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Side Projects

That's not really a project but a playground for side projects and articles.

Contact Me

Address

Swing by for a cup of coffee, inform me of a bug or whatever.

  andresilvestremd@gmail.com