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chrismainey/README.md

About me

I am Head Data Scientist for Birmingham and Solihull ICB, part of the UK National Health Service (NHS). I have led analytical and data science teams at acute hospitals, ICBs and NHS England. I have experience in patient safety, public health/population health management, statistical and machine learning models, clinical networks and acute trust informatics.

I completed my PhD in applied statistics and machine learning at UCL in 2020, focussing on methods for analysing incident reporting data in the NHS using multi-level models, Generalized Additive Models, tree and random forest methods and natural language processing (NLP). I also have a strong interest in training and teaching. I'm a senior fellow of the NHS-R community and member of their technical advisory group.

I’m particularly into R, but skilled in SQL and several other languages. Skilling up in Python at the moment.

Links

  • If you are into R, or keen to join an analyst community:

  • Association of Professional Healthcare Analysts (Apha) - Join the community advocating for consistent and recognised professional standards in NHS analysis roles, with CPD, conferences, and regular APHA magazine. Register and get accredited. Apha Website

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  1. GAMworkshop GAMworkshop Public

    GAM workshop for NHS-R Community Conference 2023

    HTML 11 4

  2. fitting_wiggly_data fitting_wiggly_data Public

    A presentation on fitting wiggly data with GAMs

    R 2

  3. Regression_Modelling_NHSR Regression_Modelling_NHSR Public

    Regression modelling workshop from NHS-R community conference 2019

    HTML 13 1

  4. nhs-r-community/FunnelPlotR nhs-r-community/FunnelPlotR Public

    Funnel plots for comparing institutional performance, with overdispersion adjustment

    R 59 11

  5. nhs-r-community/NHSRdatasets nhs-r-community/NHSRdatasets Public

    NHS and healthcare related datasets for training and learning R

    R 69 26

  6. Chris_Mainey_CV Chris_Mainey_CV Public

    My CV, using R and pagedown

    HTML