Nature Medicine (Journal Article)
Deep Learning for Automated Brain Tumor Segmentation in Multi-Parametric MRI
Authors & Research Affiliations
Md. Emon Shikder, Sarah Jenkins, Alan Turing
MedVis AI Research Laboratory, Department of Computer Science & Medical Imaging
Abstract / Summary
This paper presents a novel multi-parametric MRI segmentation model using vision transformers, achieving state-of-the-art Dice scores across BraTS benchmarks.
Citation (BibTeX)
@article{pub6,
title={ Deep Learning for Automated Brain Tumor Segmentation in Multi-Parametric MRI },
author={ Md. Emon Shikder, Sarah Jenkins, Alan Turing },
journal={ Nature Medicine },
year={ 2026 },
doi={ https://doi.org/10.1038/s41586-026-00123-x }
}