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Taking the Topol Review forward Is digital technology the game-changer in meeting our workforce challenges?. @erictopol. Patrick Mitchell. Sir Nilesh Samani. Mark McCarthy. Lionel Tarassenko. Rachel McKendry. Sue Lacey-Bryant. Mihaela van der Schaar. Hugh Harvey.
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Taking the Topol Review forward Is digital technology the game-changer in meeting our workforce challenges? @erictopol
Patrick Mitchell Sir Nilesh Samani Mark McCarthy Lionel Tarassenko Rachel McKendry Sue Lacey-Bryant Mihaela van der Schaar Hugh Harvey Henrietta Mbeah-Bankas Matt Hammerton
✓ Genomics Digital Artificial Intelligence Organizational Development The Patient The Patient The Evidence The Empowerment The Relationship The Education and Training
Things Machines Can See that Humans Cannot Small colon polyps Gender by Retinal Photo High Potassium level in blood During colonoscopy Via a Smartwatch ECG AUC 0.97 AUC 0.94 AUC 0.98
AUC 0.992 N=116, 2nd device 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
The Virtual Medical Assistant 7 Jan 2019
DEEP MEDICINE Burnout Empathy, Human Touch, Care Breakthrough PATIENTS CLINICIANS Improved Efficiency, Productivity, Accuracy, Workflow; Keyboard-Liberated Generating Data Algorithm-Supported Co-Production of Care Empowered The AI FLYWHEEL
The Future of Medicine Deep Learning Deep Phenotyping Deep Empathy & Connection