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prediction of genetically inherited disease

i am writing my proposal for which i am interested in prediction of genetically inherited disease. i want to know

  1. which algorithm will be best for this 2.from where i will get data (training sample data) as i do not have bioinformatics background, i am computer science major.

thanks in advance

gene sequencing genome machine learning

Exactly what related to genetically inherited diseases are you trying to predict?

like if one of the parents have thalassaemia i want to predict what are chances for having thalassaemia in children

Then the data you need is a large number of family histories (or to mine pubmed, since it's quite likely that others have directly calculated this for many many many many many disorders.

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