java Open source projects for medical diagnose & data mining [closed]

我怕爱的太早我们不能终老 提交于 2019-12-05 20:01:20

It sounds like you are looking for a Clinical Decision Support System (CDSS) which is defined by “active knowledge systems, which use two or more items of patient data to generate case-specific advice.” - http://en.wikipedia.org/wiki/Clinical_decision_support_system

There is an open source CDSS http://www.opencds.org/ being developed which is written Java and in currently in alpha.

Wikipedia lists other CDSS systems but I don't think any of them are open source - http://en.wikipedia.org/wiki/Clinical_decision_support_system#Examples_of_CDSS

Take a look at the Drools Expert rule engine (java, open source, ASL).

But to do diagnostics decently, you need probability support, which is added on top of Drools Expert by Drools Chance, an experimental module.

I suggest you try WEKA: http://www.cs.waikato.ac.nz/ml/weka/

WEKA is an open source java collection of data mining algorithms and utilities. It comes with an GUI that allows you to experiment with various different filters and classifiers on your data, and once you have built a model, you can embed WEKA in your program to predict with the model or to continuously refine the model. Or you can implement the model in your application without WEKA.

Good luck,

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