VP, Chief Data Officer & Assoc Prof Radiation Oncology & Radiology, MD Anderson Cancer Center * Director, Data Ecosystem - Institute of Data Science in Oncology * Member at CHIEF * Chair, Women-in-Cancer/All-in-Cancer
We make decisions weighing out uncertainties and risks all the time… we need models to present their outputs with uncertainties to make fully informed decisions as we use them
"Without quantifying the model’s uncertainty, an accurate prediction and a wild guess look the same." Jonte Dancker introduces the benefits of conformal prediction, an approach that "can turn any point prediction into statistically valid prediction regions."
