Get our free extension to see links to code for papers anywhere online!

Chrome logo  Add to Chrome

Firefox logo Add to Firefox

Prediction of MGMT Methylation Status of Glioblastoma using Radiomics and Latent Space Shape Features



Sveinn Pálsson , Stefano Cerri , Koen Van Leemput


   Access Paper or Ask Questions

Predicting survival of glioblastoma from automatic whole-brain and tumor segmentation of MR images



Sveinn Pálsson , Stefano Cerri , Hans Skovgaard Poulsen , Thomas Urup , Ian Law , Koen Van Leemput


   Access Paper or Ask Questions

SynthSeg: Domain Randomisation for Segmentation of Brain MRI Scans of any Contrast and Resolution



Benjamin Billot , Douglas N. Greve , Oula Puonti , Axel Thielscher , Koen Van Leemput , Bruce Fischl , Adrian V. Dalca , Juan Eugenio Iglesias

* 20 pages, 11 figures, currently under review 

   Access Paper or Ask Questions

An augmentation strategy to mimic multi-scanner variability in MRI



Maria Ines Meyer , Ezequiel de la Rosa , Nuno Barros , Roberto Paolella , Koen Van Leemput , Diana M. Sima

* 5 pages, 2 figures. accepted for presentation at the International Symposium on Biomedical Imaging (ISBI) 2021. Code available at https://github.com/icometrix/gmm-augmentation 

   Access Paper or Ask Questions

A Longitudinal Method for Simultaneous Whole-Brain and Lesion Segmentation in Multiple Sclerosis



Stefano Cerri , Andrew Hoopes , Douglas N. Greve , Mark Mühlau , Koen Van Leemput


   Access Paper or Ask Questions

3D Reconstruction and Segmentation of Dissection Photographs for MRI-free Neuropathology



Henry Tregidgo , Adria Casamitjana , Caitlin Latimer , Mitchell Kilgore , Eleanor Robinson , Emily Blackburn , Koen Van Leemput , Bruce Fischl , Adrian Dalca , Christine Mac Donald , Dirk Keene , Juan Eugenio Iglesias

* Accepted at MICCAI 2020 

   Access Paper or Ask Questions

A Contrast-Adaptive Method for Simultaneous Whole-Brain and Lesion Segmentation in Multiple Sclerosis



Stefano Cerri , Oula Puonti , Dominik S. Meier , Jens Wuerfel , Mark Mühlau , Hartwig R. Siebner , Koen Van Leemput


   Access Paper or Ask Questions

A Learning Strategy for Contrast-agnostic MRI Segmentation



Benjamin Billot , Douglas Greve , Koen Van Leemput , Bruce Fischl , Juan Eugenio Iglesias , Adrian V. Dalca

* 18 pages, 5 figures 

   Access Paper or Ask Questions

Relevance Vector Machines for harmonization of MRI brain volumes using image descriptors



Maria Ines Meyer , Ezequiel de la Rosa , Koen Van Leemput , Diana M. Sima

* OR 2.0 Context-Aware Operating Theaters and Machine Learning in Clinical Neuroimaging. OR 2.0 2019, MLCN 2019. Lecture Notes in Computer Science, vol 11796. Springer, Cham 
* 9 pages, 4 figures. Presented at the International Workshop on Machine Learning in Clinical Neuroimaging (MLCN) 2019 

   Access Paper or Ask Questions

1
2
>>