Gabriel Kocevar

Orcid: 0000-0003-4130-6498

According to our database1, Gabriel Kocevar authored at least 7 papers between 2015 and 2019.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2019
Prediction of Multiple Sclerosis Patient Disability from Structural Connectivity using Convolutional Neural Networks.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

2017
Multiparametric Non-Negative Matrix Factorization for Longitudinal Variations Detection in White-Matter Fiber Bundles.
IEEE J. Biomed. Health Informatics, 2017

A genetic algorithm-based model for longitudinal changes detection in white matter fiber-bundles of patient with multiple sclerosis.
Comput. Biol. Medicine, 2017

A Comparison of Machine Learning Approaches for Classifying Multiple Sclerosis Courses Using MRSI and Brain Segmentations.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2017, 2017

2015
A longitudinal model for variations detection in white matter fiber-bundles.
Proceedings of the International Conference on Systems, Signals and Image Processing, 2015

A Graph Based Classification Method for Multiple Sclerosis Clinical Forms Using Support Vector Machine.
Proceedings of the Machine Learning Meets Medical Imaging - First International Workshop, 2015

A Model-Guided String-Based Approach to White Matter Fiber-Bundles Extraction.
Proceedings of the Brain Informatics and Health - 8th International Conference, 2015


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