AI & Machine Learning: Generalizable AI for Clinical MRI Analysis "in the Wild"
AI & Machine Learning: Generalizable AI for Clinical MRI Analysis "in the Wild"
In this final lecture of the INCF Short Course: Introduction to Neuroinformatics, you will hear about new advances in the application of machine learning methods to clinical neuroscience data. In particular, this talk discusses the performance of SynthSeg, an image segmentation tool for automated analysis of highly heterogeneous brain MRI clinical scans.
Topics covered in this lesson
- Clinical neuroimaging
- Domain adaptation
- Brain scan generation
- Automated segmentation
- SynthSeg
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