Ziga Spiclin

Alzheimer's Disease Neuroimaging Initiative

NeuroImage, January, 2024

2023

Predicting future multiple sclerosis disease progression from MR scans.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2023: Computer-Aided Diagnosis, 2023

2022

Novel dataset and evaluation of state-of-the-art vessel segmentation methods.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2022: Image Processing, 2022

Mixup Augmentation Improves Age Prediction from T1-Weighted Brain MRI Scans.

[BibT_eX]

[DOI]

Proceedings of the Predictive Intelligence in Medicine - 5th International Workshop, 2022

Deep Learning Based Modality-Independent Intracranial Aneurysm Detection.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Automated intracranial vessel labeling with learning boosted by vessel connectivity, radii and spatial context.

[BibT_eX]

[DOI]

Proceedings of the Geometric Deep Learning in Medical Image Analysis, 2022

2021

Improving Across Dataset Brain Age Predictions Using Transfer Learning.

[BibT_eX]

[DOI]

Proceedings of the Predictive Intelligence in Medicine - 4th International Workshop, 2021

Modality agnostic intracranial aneurysm detection through supervised vascular surface classification.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2021: Computer-Aided Diagnosis, 2021

Modeling Multi-annotator Uncertainty as Multi-class Segmentation Problem.

[BibT_eX]

[DOI]

Martin Zukovec

Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2021

2020

Practical Priors for Bayesian Inference of Latent Biomarkers.

[BibT_eX]

[DOI]

IEEE J. Biomed. Health Informatics, 2020

Automated Cutting Plane Positioning for Intracranial Aneurysm Quantification.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2020

Vascular Surface Segmentation for Intracranial Aneurysm Isolation and Quantification.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Spatio-Temporal Learning from Longitudinal Data for Multiple Sclerosis Lesion Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2020

2019

Registration based detection and quantification of intracranial aneurysm growth.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2019: Computer-Aided Diagnosis, 2019

2018

A Novel Public MR Image Dataset of Multiple Sclerosis Patients With Lesion Segmentations Based on Multi-rater Consensus.

[BibT_eX]

[DOI]

Neuroinformatics, 2018

3D-2D registration in endovascular image-guided surgery: evaluation of state-of-the-art methods on cerebral angiograms.

[BibT_eX]

[DOI]

Int. J. Comput. Assist. Radiol. Surg., 2018

Dataset variability leverages white-matter lesion segmentation performance with convolutional neural network.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2018: Image Processing, 2018

Predicting Nucleus Basalis of Meynert Volume from Compartmental Brain Segmentations.

[BibT_eX]

[DOI]

Proceedings of the PRedictive Intelligence in MEdicine - First International Workshop, 2018

A Multi-scale Multiple Sclerosis Lesion Change Detection in a Multi-sequence MRI.

[BibT_eX]

[DOI]

Proceedings of the Deep Learning in Medical Image Analysis - and - Multimodal Learning for Clinical Decision Support, 2018

2017

A framework for automatic creation of gold-standard rigid 3D-2D registration datasets.

[BibT_eX]

[DOI]

Int. J. Comput. Assist. Radiol. Surg., 2017

Benchmarking Quantitative Imaging Biomarker Measurement Methods Without a Gold Standard.

[BibT_eX]

[DOI]

Hennadii Madan

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

Aneurysm detection in 3D cerebral angiograms based on intra-vascular distance mapping and convolutional neural networks.

[BibT_eX]

[DOI]

Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

2016

Blob Enhancement and Visualization for Improved Intracranial Aneurysm Detection.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2016

Enhancement of Vascular Structures in 3D and 2D Angiographic Images.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2016

Validation of White-Matter Lesion Change Detection Methods on a Novel Publicly Available MRI Image Database.

[BibT_eX]

[DOI]

Neuroinformatics, 2016

Stratified mixture modeling for segmentation of white-matter lesions in brain MR images.

[BibT_eX]

[DOI]

NeuroImage, 2016

Automatic cutting plane identification for computer-aided analysis of intracranial aneurysms.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

2015

Robust Estimation of Unbalanced Mixture Models on Samples with Outliers.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2015

Beyond Frangi: an improved multiscale vesselness filter.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2015: Image Processing, 2015

Locally adaptive MR intensity models and MRF-based segmentation of multiple sclerosis lesions.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2015: Image Processing, 2015

Device and methods for "gold standard" registration of clinical 3D and 2D cerebral angiograms.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2015: Image-Guided Procedures, 2015

Computer-Aided Detection and Quantification of Intracranial Aneurysms.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015

Combining Unsupervised and Supervised Methods for Lesion Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2015

2014

Fast and Robust 3D to 2D Image Registration by Backprojection of Gradient Covariances.

[BibT_eX]

[DOI]

Proceedings of the Biomedical Image Registration - 6th International Workshop, 2014

2013

3D-2D Registration of Cerebral Angiograms: A Method and Evaluation on Clinical Images.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2013

Evaluation of 3D-2D registration methods for registration of 3D-DSA and 2D-DSA cerebral images.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2013: Image Processing, 2013

Automated segmentation of MS lesions in brain MR images using localized trimmed-likelihood estimation.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2013: Image Processing, 2013

Automatic Detection of Misalignment in Rigid 3D-2D Registration.

[BibT_eX]

[DOI]

Proceedings of the Clinical Image-Based Procedures. Translational Research in Medical Imaging, 2013

Robust Mixture-Parameter Estimation for Unsupervised Segmentation of Brain MR Images.

[BibT_eX]

[DOI]

Proceedings of the Medical Computer Vision. Large Data in Medical Imaging, 2013

2012

Groupwise Registration of Multimodal Images by an Efficient Joint Entropy Minimization Scheme.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2012

Quad-tree Based Entropy Estimator for Fast and Robust Brain Image Registration.

[BibT_eX]

[DOI]

Proceedings of the Biomedical Image Registration - 5th International Workshop, 2012

3D-2D registration of cerebral angiograms based on vessel directions and intensity gradients.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2012: Image Processing, 2012

Method for 3D-2D Registration of Vascular Images: Application to 3D Contrast Agent Flow Visualization.

[BibT_eX]

[DOI]

Proceedings of the Clinical Image-Based Procedures. From Planning to Intervention, 2012

2011

Image registration for visual inspection of imprinted pharmaceutical tablets.

[BibT_eX]

[DOI]

Mach. Vis. Appl., 2011

Groupwise consistent image registration: a crucial step for the construction of a standardized near infrared hyper-spectral teeth database.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2011: Image Processing, 2011

Information-Theoretic Multi-modal Image Registration Based on the Improved Fast Gauss Transform: Application to Brain Images.

[BibT_eX]

[DOI]

Proceedings of the Multimodal Brain Image Analysis, First International Workshop, 2011

2009

Registration of EEG electrode positions to PET and fMRI images.

[BibT_eX]

[DOI]