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There is a tremendous amount of attention being focused on improving human health these days. The World Health Organization (WHO) statistics show that disease and mortality rate greatly depend on access to proper healthcare, which is not available to a vast majority of the global population. This technical paper presents our vision of automating some of the healthcare functions such as monitoring and diagnosis for mass deployment. We explain our ideas on how machines can help in this essential life supporting activity. Diagnosis part of the problem has been researched for long, so we set out working on this first, while the remaining is still in idea stage. We give insights into our work on automating medical diagnosis using text mining techniques and include some initial results.