Conformal Prediction Models for Classification and Regression: Automatically Quantifying Uncertainty in Histopathologica
Universidad Industrial de Santander
Sep 2024 - Aug 2025 (1 year)
Research focused on the development and evaluation of conformal prediction algorithms applied to machine learning models in histopathological images. This included the selection and processing of open datasets, the implementation of classification and regression models based on neural networks, the calibration of conformal prediction methods, and the evaluation of their performance in terms of adaptability and confidence intervals.