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GSOC 2016 PROJECT

Private medical data comparison functions for similar patient matching

Current implementation of PPSPM Software (http://dmm.anu.edu.au/PPSPM/) handles similar patient matching (SPM) based on Bloom filter based masking...

Contributor
Mathu
Mentors
Peter Christen, Dinusha Vatsalan
Program
GSoC 2016Completed · Advanced difficulty

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Description from the program archive

<p>Current implementation of PPSPM Software (<a href="http://dmm.anu.edu.au/PPSPM/" target="_blank">http://dmm.anu.edu.au/PPSPM/</a>) handles similar patient matching (SPM) based on Bloom filter based masking and matching techniques of numerical attributes (such as age, blood pressure, BMI, and date of birth), categorical attributes (such as gender and marital status) and string attributes (such as names and addresses) (Vatsalan et al. 2016). Aim of this R&amp;D project is to extend the functionality of PPSPM software to increase the accuracy and probability of Similar Patient Matching by identifying and incorporating advanced techniques (while preserving privacy) to include other complex patient medical data (such as scan image, textual data, medical reports, and geographical data) in record linkage.</p>

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Data: Google Summer of Code public archive. This project in the official archive