Search Results for author: Juan. E. Iglesias

Found 2 papers, 2 papers with code

Robust machine learning segmentation for large-scale analysis of heterogeneous clinical brain MRI datasets

1 code implementation5 Sep 2022 Benjamin Billot, Colin Magdamo, You Cheng, Steven E. Arnold, Sudeshna Das, Juan. E. Iglesias

Every year, millions of brain MRI scans are acquired in hospitals, which is a figure considerably larger than the size of any research dataset.

Brain Segmentation Segmentation

Robust Segmentation of Brain MRI in the Wild with Hierarchical CNNs and no Retraining

2 code implementations3 Mar 2022 Benjamin Billot, Magdamo Colin, Sean E. Arnold, Sudeshna Das, Juan. E. Iglesias

We show that this method is considerably more robust than SynthSeg, while also outperforming cascaded networks and state-of-the-art segmentation denoising methods.

Denoising Image Segmentation +2

Cannot find the paper you are looking for? You can Submit a new open access paper.