Taking the Topol Review forward Is digital technology

Taking the Topol Review forward Is digital technology the game-changer in meeting our workforce challenges? @erictopol

Lionel Tarassenko Rachel Mc. Kendry Sir Nilesh Samani Patrick Mitchell Mark Mc. Carthy Sue Lacey-Bryant Mihaela van der Schaar Hugh Harvey Henrietta Mbeah-Bankas Matt Hammerton

First Country in the World to Do This

July 13, 2017

✓ Genomics Digital The Patient The Evidence The Empowerment The Relationship The Education and Training Artificial Intelligence Organizational Development

6 June 2019

7 Jan 2019

Things Machines Can See that Humans Cannot Gender by Retinal Photo High Potassium level in blood Via a Smartwatch ECG AUC 0. 97 AUC 0. 94 Small colon polyps During colonoscopy AUC 0. 98

N=116, 2 nd device AUC 0. 992 774 patients For 997 patients, DNN v 8 experts 14, 884 OCTs for 50 diagnoses/urgent referral Did not miss a single urgent referral The clinicians only agreed on 65% of referral decisions! 13 August 2018

15 May 2019

The Virtual Medical Assistant 7 Jan 2019

DEEP MEDICINE Burnout Empathy, Human Touch, Care o r th CLINICIANS Improved Efficiency, Productivity, Accuracy, Workflow; Keyboard-Liberated Br k a e h g u PATIENTS Generating Data Algorithm-Supported Co-Production of Care Empowered The AI FLYWHEEL

The Gift of Time Keyboard Liberation Synthesis of the patient’s data Primary/screening review of all images Automated (doctorless) diagnosis of routine, non-serious conditions Streamlining of workflow Patient’s virtual medical coach

The Future of Medicine Deep Phenotyping Deep Learning Deep Empathy & Connection