Kost V. Elisevich

Orcid: 0000-0002-2695-7500

According to our database1, Kost V. Elisevich authored at least 30 papers between 2001 and 2020.

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

Timeline

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On csauthors.net:

Bibliography

2020
Multimodal data analysis of epileptic EEG and rs-fMRI via deep learning and edge computing.
Artif. Intell. Medicine, 2020

2018
Random ensemble learning for EEG classification.
Artif. Intell. Medicine, 2018

2017
Optimized Deep Learning for EEG Big Data and Seizure Prediction BCI via Internet of Things.
IEEE Trans. Big Data, 2017

Deep Learning with Edge Computing for Localization of Epileptogenicity Using Multimodal rs-fMRI and EEG Big Data.
Proceedings of the 2017 IEEE International Conference on Autonomic Computing, 2017

2016
Automatic and Manual Segmentation of Hippocampus in Epileptic Patients MRI.
CoRR, 2016

Cloud-based deep learning of big EEG data for epileptic seizure prediction.
Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016

Application of MEG coherence in lateralization of mTLE.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Application of DTI connectivity in lateralization of mTLE.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

TLE lateralization using whole brain structural connectivity.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

2015
A multistructural imaging marker for non-invasive lateralization of temporal lobe epilepsy.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

2014
Algorithmic Analysis of Clinical and Neuropsychological Data in Localization-Related Epilepsy.
Int. J. Comput. Model. Algorithms Medicine, 2014

A Bayesian averaged response-driven multinomial model for lateralization of temporal lobe epilepsy.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Lateralization of temporal lobe epilepsy by imaging-based response-driven multinomial multivariate models.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

2011
Dataset of Magnetic Resonance Images of Nonepileptic Subjects and Temporal Lobe Epilepsy Patients for Validation of Hippocampal Segmentation Techniques.
Neuroinformatics, 2011

Tract based spatial statistical analysis and voxel based morphometry of diffusion indices in temporal lobe epilepsy.
Comput. Biol. Medicine, 2011

Confident Surgical Decision Making in Temporal Lobe Epilepsy by Heterogeneous Classifier Ensembles.
Proceedings of the Data Mining Workshops (ICDMW), 2011

2010
FLAIR signal and texture analysis for lateralizing mesial temporal lobe epilepsy.
NeuroImage, 2010

Consensus Feature Ranking in Datasets with Missing Values.
Proceedings of the Ninth International Conference on Machine Learning and Applications, 2010

2007
Knowledge-based localization of hippocampus in human brain MRI.
Comput. Biol. Medicine, 2007

Data Modeling for Content-Based Support Environment Application on Epilepsy Data Mining.
Proceedings of the Workshops Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

Automatically Finding Images for Clinical Decision Support.
Proceedings of the Workshops Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

2006
Subdural and depth electrode placement in the brain for validation of MEG in partial epilepsy.
Proceedings of the Medical Imaging 2006: Visualization, 2006

Rule-based decision-making framework for knowledge-based anatomical landmark localization (K-BALL).
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006

Medical Data Mining using Particle Swarm Optimization for Temporal Lobe Epilepsy.
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006

2005
Content-based image database system for epilepsy.
Comput. Methods Programs Biomed., 2005

MRI-SPECT data fusion for temporal lobe epilepsy surgery candidate selection.
Proceedings of the Signal and Image Processing (SIP 2005), 2005

Texture analysis of high-resolution FLAIR images for TLE.
Proceedings of the Medical Imaging 2005: Image Processing, 2005

2004
Bayesian landmark identification in medical images.
Proceedings of the Medical Imaging 2004: Image Processing, 2004

2003
Multimedia human brain database system for surgical candidacy determination in temporal lobe epilepsy with content-based image retrieval.
Proceedings of the Storage and Retrieval for Media Databases 2003, 2003

2001
Knowledge-based deformable surface model with application to segmentation of brain structures in MRI.
Proceedings of the Medical Imaging 2001: Image Processing, 2001


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