Pinaki Laskar on LinkedIn: #Bias #algorithms #AI

AI Researcher, Cognitive Technologist Inventor - AI Thinking, Think Chain Innovator - AIOT, XAI, Autonomous Cars, IIOT Founder Fisheyebox Spatial Computing Savant, Transformative Leader, Industry X.0 Practitioner What is #Bias in medical devices? A medical device can exhibit physical bias, where physical principles are biased against certain demographics. Once data are collected, computational bias, which pertains to the distribution, processing, computation of data that are used to operate a device. Subsequent implementation in clinical settings can lead to interpretation bias, where clinical staff or other users may interpret device outputs differently based on demographics. A device can be biased if its design disadvantages certain groups on the basis of their physical attributes, such as skin color, plethysmograph, gender disparity, etc.