Fall Term 2024 (1890)
BME 677 - Machine Learning for Biomedical Applications
3 units (fi 6)(EITHER, 3-0-0)
Applications of machine learning tools to real-world problems in biomedical engineering including diagnostic and prognostic applications. An introduction to machine learning. Machine learning tools: regression and classification; manifold learning and dimensional reduction; decision trees and ensemble learning; unsupervised learning and clustering; feature selection and feature extraction; neural networks and deep learning. Biomedical applications: cancer, cardiovascular disease, diabetes, neurological diseases and infectious diseases.
LECTURE A1 (54758)
2024-09-03 - 2024-12-09
TR 14:00 - 15:20
Winter Term 2025 (1900)
BME 630 - Advanced Topics in Biomedical Engineering
3 units (fi 6)(EITHER, 3-0-0)
Prerequisite: consent of Department.
LECTURE B02 (77087)
2025-01-06 - 2025-04-09
W 14:00 - 16:50