Completed
Acquisition Shift A Little Experiment
Class Central Classrooms beta
YouTube videos curated by Class Central.
Classroom Contents
Causality Matters in Medical Imaging
Automatically move to the next video in the Classroom when playback concludes
- 1 Intro
- 2 Predictive Modelling
- 3 Challenges: Data Scarcity & Mismatch
- 4 A Causal Perspective
- 5 Example: Skin Lesion Classification
- 6 Example: Brain Tumour Segmentation
- 7 Example: Radiology Reports
- 8 Semi-supervised learning
- 9 Data Augmentation
- 10 Dataset Shift
- 11 Acquisition Shift A Little Experiment
- 12 Acquisition Shift: A Little Experiment
- 13 Domain Adaptation
- 14 Domain Generalisation
- 15 PACS Benchmark
- 16 Episodic Training
- 17 Global Class Alignment
- 18 Local Sample Clustering
- 19 Back to Causality
- 20 Guidelines and Regulation
- 21 Recommendations
