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Finally for the first afternoon session is Dr Michael Pienaar, who is speaking on 'Machine Learning to Tailor Management Strategies'. #VTA23
Central to this are the definitions of Artificial Intelligence, Machine Learning and Deep Learning.
#VTA23
#VTA23
Statistics --> Machine Learning --> Soft AI --> Hard AI --> General AI
These exist on several spectra
Human Operator --> Self-operated
Seen rules --> Unseen rules
etc...
#VTA23
These exist on several spectra
Human Operator --> Self-operated
Seen rules --> Unseen rules
etc...
#VTA23
This talk is breaking my brain a little, but... Some take home points:
The advent of Learning Health Systems - where 'primary' research generates treatment strategies, which generates data, which then generates further research - WITHOUT a further study being done. #VTA23
The advent of Learning Health Systems - where 'primary' research generates treatment strategies, which generates data, which then generates further research - WITHOUT a further study being done. #VTA23
Pattern Recognition - application in radiology and other forms of imaging (e.g. retinoscopy) to identify earlier markers of disease. #VTA23
The lack of a regulatory framework may become a problem. Bioethical considerations always come up. The fear of the 'Skynet' prevails...
#VTA23
#VTA23
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