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needs to be sharable . Apple and Google have started to spearhead this effort and I am hopeful that we ’ ll see it expanded to other solutions where patients are in control of their data in the near future . Giving patients the ability to share data and having access to that data is critical to improving care because just collecting it isn ’ t useful until someone is able to analyse it in conjunction with other patient datasets .”
Data science tools should be used to analyse the data , including treatments and outcomes , to discover the aspects of the personal data that should be used to decide on care plans . With large datasets , machine learning algorithms can detect the most accurate set of data to consider when assessing a person ’ s risk .
Lavin explains : “ A model that was trained on genomic data , exercise history , cholesterol values and cardiovascular outcomes for hundreds of thousands of people will discover how to best combine those data points to create a risk score . The algorithm might find that exercise along with certain genomic variants gives
96 September 2023