Personalised medicine is the future. We live in a world of AI and machine learning and the expectation of medicine is to be more precise. Can we get half way there ourselves by thinking about things a certain way? How do we get to the root cause?

Leroy Hood: https://isbscience.org/bio/leroy-hood/

P4 medicine: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4204402/

The counterpoint to P4 medicine: https://academic.oup.com/jalm/article/4/1/108/5603054

David Unwin’s work on type 2 diabetes: https://collegeofmedicine.org.uk/our-beyond-pills-campaign-dr-david-unwin-on-beating-diabetes-with-diet-and-how-his-own-merseyside-practice-has-saved-68000-a-year-on-drugs/

Group consultations:

https://www.england.nhs.uk/gp/case-studies/group-consultations-together-patients-are-stronger/

Leafyard: AI driven mental health app (COI: I am in a partnership with Leafyard): https://www.leafyard.com/healthfix

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