HomeBuilding 32 from MIT CSAIL AlliancesAI’s Bias in Predictive Healthcare with Associate Professor Marzyeh Ghassemi
Building 32 from MIT CSAIL AlliancesAI’s Bias in Predictive Healthcare with Associate Professor Marzyeh Ghassemi
32 min . Nov 27, 2024 . Computer Science Data Science, Analytics & Computer Technology
Associate Professor Marzyeh Ghassemi discusses why, despite its tremendous potential for good, AI must be approached with caution, especially in high risk areas like healthcare. Biases in training data can perpetuate real-world inequalities, providers might rely too much on potentially faulty AI, and tools created for one demographic might not necessarily translate to a different population. However, considering the incredible potential of AI to tackle challenges in transformative ways, it’s worth approaching these considerations with rigorous academic insight. Learn more about her work here: https://www.csail.mit.edu/person/marzyeh-ghassemi