SAMSUNG SDS
Samsung
AI : Saving lives with AI
“By automating certain clerical and image analysis tasks , physicians and patients can deal more with the planning of treatment ”
PATRICK BANGERT VP OF AI , SAMSUNG SDS
effectively sorts the images in the correct order that provide the information . The secret is that only a few , typically 10 %, of the images in a dataset contain virtually all the information – but finding them is challenging .
The second part , according to Moon , is related to the Brightics AI Accelerator AutoML platform , which conducts feature engineering , which means pre-processing the data in such a way as to bring out those aspects of the data that are most informative , and selecting the correct model for the situation .
In Moon ’ s opinion , artificial intelligence is really an umbrella term for many distinct methods and model types , including neural networks , support vector machines , random forest , or decision trees . It ’ s a case of picking the right one .
Moon explained that the third part that AI can play in healthcare imaging is hyper parameter tuning : “ The algorithm that trains one of these models has parameters of its own . They are set typically by a human being , which then leads to a trial-
36 December 2021