CASE STUDY University of Liverpool A large pharmaceutical company and the University of Liverpool are working together in a number of clinical research projects, among which, the analysis of immune-therapy treatments. In 2019, these organizations came to Luminis Technologies with a challenge: how can we use data from hospitals and general practitioners to a) give them real-time advice on medication that has the least number of side-effects b) learn from the long-term data about side-effects in order to developer better medication in the future and c) use data to recalibrate existing treatment methods. Data ingestion The project started with data sets covering patient and health records covering a period of three years from 8 NHS institutions. Additional updates can be uploaded by medical s

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