Search Results for author: Baris Imre

Found 2 papers, 1 papers with code

Brain-Shift: Unsupervised Pseudo-Healthy Brain Synthesis for Novel Biomarker Extraction in Chronic Subdural Hematoma

1 code implementation28 Mar 2024 Baris Imre, Elina Thibeau-Sutre, Jorieke Reimer, Kuan Kho, Jelmer M. Wolterink

The deformation fields derived from this process are utilized to extract biomarkers that quantify the shift in the brain due to cSDH.

Anatomy

LaB-GATr: geometric algebra transformers for large biomedical surface and volume meshes

no code implementations12 Mar 2024 Julian Suk, Baris Imre, Jelmer M. Wolterink

We propose LaB-GATr, a transfomer neural network with geometric tokenisation that can effectively learn with large-scale (bio-)medical surface and volume meshes through sequence compression and interpolation.

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