An overview lecture about Medical Imaging with Deep Learning given in cs2541 ML4Healthcare at UToronto/Vector institute .
Abstract: An overview lecture about medical imaging with deep learning. This will cover the background of popular image problems (chest X-ray and histology). This covers methods to tackle multi-modality/view challenges, segmentation, and counting. Also, a discussion about incorrect feature attribution.
- Popular image problems: Chest X-ray, Histology
- Incorrect feature attribution