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Szidónia Lefkovits
Szidónia Lefkovits
Associate Professor in Computer Science, University of Medicine, Pharmacy, Science, and Technology
Verified email at umfst.ro
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Year
Identifying the best machine learning algorithms for brain tumor segmentation, progression assessment, and overall survival prediction in the BRATS challenge
S Bakas, M Reyes, A Jakab, S Bauer, M Rempfler, A Crimi, RT Shinohara, ...
arXiv preprint arXiv:1811.02629, 2018
10072018
Brain Tumor Segmentation with Optimized Random Forest
Lefkovits, László, S Lefkovits, L Szilágyi
LNCS 10154, 88-99, 2017
572017
Brain Tumor Segmentation and Survival Prediction Using a Cascade of Random Forests
S Lefkovits, L Szilágyi, L Lefkovits
International MICCAI Brainlesion Workshop, 334-345, 2018
192018
Gabor feature selection based on information gain
S Lefkovits, L Lefkovits
Procedia Engineering 181, 892-898, 2017
152017
Brain tumor segmentation based on random forest
L Lefkovits, S Lefkovits, MF Vaida
Memoirs of the Scientific Sections of the Romanian Academy 39 (1), 83-93, 2016
132016
Random forest feature selection approach for image segmentation
L Lefkovits, S Lefkovits, S Emerich, MF Vaida
Proceedings of SPIE 10341, 1034117-1034117-5, 2017
102017
Detecting the eye and its openness with Gabor filters
S Lefkovits, L Lefkovits, S Emerich
2017 5th International Symposium on Digital Forensic and Security (ISDFS), 1-5, 2017
92017
Comparison of classifiers for brain tumor segmentation
L Lefkovits, S Lefkovits, MF Vaida, S Emerich, R Măluțan
International Conference on Advancements of Medicine and Health Care through …, 2017
92017
Novel Gabor filter-based patch descriptor
S Lefkovits
2012 IEEE 10th Jubilee International Symposium on Intelligent Systems and …, 2012
82012
Automatic brain tumor segmentation in multispectral MRI volumes using a random forest approach
Z Kapás, L Lefkovits, D Iclănzan, Á Győrfi, BL Iantovics, S Lefkovits, ...
Pacific-Rim Symposium on Image and Video Technology, 137-149, 2017
72017
Distance Based k-NN Classification of Gabor Jet Local Descriptors
S Lefkovits, L Lefkovits
International Conference on Interdisciplinarity in Engineering, 2014
72014
Applications of Different CNN Architectures for Palm Vein Identification
S Lefkovits, L Lefkovits, L Szilagyi
International Conference on Modeling Decisions for Artificial Intelligence …, 2019
62019
Two-phase MRI brain tumor segmentation using Random Forests and Level Set Methods
L Lefkovits, S Lefkovits
International Conferences in Central Europe on Computer Graphics …, 2018
62018
Improvements on Gabor descriptor retrieval for patch detection
S Lefkovits
Computing and Informatics 34 (6), 1374-1396, 2015
52015
Assessments of building classifiers for face detection
S Lefkovits
Proceedings of International Conference on Recent Achievements in …, 2009
52009
CNN approaches for dorsal hand vein based identification
S Lefkovits, L Lefkovits, L Szilágyi
27. International Conference in Central Europe on Computer Graphics …, 2019
42019
Cascade of Random Forest Classifiers for Brain Tumor Segmentation
S Lefkovits, L Szilágyi, L Lefkovits
Conference Proceedings of the 7th MICCAI BraTS Challenge (2018), 280-289, 2018
42018
Cascade of Random Forest Classifers for Brain Tumor Segmentation
S Lefkovits, L Szilágyi, L Lefkovits
2018 International MICCAI BraTS Challenge 1 (1), 280-289, 2018
42018
An Atlas Based Performance Evaluation of Inhomogeneity Correcting Effects
L Lefkovits, S Lefkovits, V Mircea-F
The 5th International Conference on Recent Achievements in Mechatronics …, 2015
42015
Enhanced Gabor Filter Based Facial Feature Detector
S Lefkovits, L Lefkovits
The Proceedings of the European Integration-Between Tradition and Modernity …, 2013
32013
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