BME 677 - Machine Learning for Biomedical Applications

3 units (fi 6)(EITHER, 3-0-0)

Faculty of Engineering

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.

No past terms
No future terms
No syllabi

Fall Term 2024

Lectures

Section Capacity Class times Login to view Instructor(s) and Location
LECTURE A1
(54758)
40
2024-09-03 - 2024-12-09 (TR)
14:00 - 15:20