Generating novel pituitary datasets from open-source imaging data and deep volumetric segmentation

ConclusionsWe present the first and largest dataset of pituitary imaging constructed using existing MRI data and deep volumetric segmentation models trained to identify sellar and parasellar anatomy. The model generalizes well across patient populations and MRI scanner types. We hope our pituitary dataset will be an integral part of future machine learning research on pituitary pathologies.
Source: Pituitary - Category: Endocrinology Source Type: research