Items where Author is "Győrfi, Ágnes"

Article

Győrfi, Ágnes and Szilágyi, László and Kovács, Levente (2021) A Fully Automatic Procedure for Brain Tumor Segmentation from Multi-Spectral MRI Records Using Ensemble Learning and Atlas-Based Data Enhancement. Applied Sciences, 11 (2). No.-564. ISSN 2076-3417

Conference or Workshop Item

Kőble, Andrea and Győrfi, Ágnes and Csaholczi, Szabolcs and Suranyi, Bela and Dénes-Fazakas, Lehel and Kovács, Levente and Szilágyi, László (2021) Identifying the most suitable histogram normalization technique for machine learning based segmentation of multispectral brain MRI data. In: 2021 IEEE AFRICON, 2021. szeptember 13-15., Arusha, Tanzania.

Győrfi, Ágnes and Csaholczi, Szabolcs and Fülöp, Tímea and Kovacs, Levente and Szilágyi, László (2020) Brain Tumor Segmentation from Multi-Spectral Magnetic Resonance Image Data Using an Ensemble Learning Approach. In: IEEE International Conference of Systems, Man and Cybernetics (2020, Toronto), 11-14 Oct 2020, Toronto, Kanada. (In Press)

Győrfi, Ágnes and Kovács, Levente and Szilágyi, László (2019) Brain tumor segmentation from multispectral MR image data using ensemble learning methods. In: Iberoamerican Congress on Pattern Recognition (CIARP 2019), 28-31 Oct 2019, La Habana, Cuba. (In Press)

Győrfi, Ágnes and Karetka-Mezei, Zoltán and Iclanzan, David and Kovács, Levente and Szilágyi, László (2019) A study on histogram normalization for brain tumor segmentation from multispectral MR image data. In: Iberoamerican Congress on Pattern Recognition (CIARP 2019), 28-31 Oct 2019, La Habana, Cuba. (In Press)

Győrfi, Ágnes and Kovács, Levente and Szilágyi, László (2019) A feature ranking and selection algorithm for brain tumor segmentation in multi-spectral magnetic resonance image data. In: Annual International Conference of IEEE Engineering in Medicine and Biology Society, 23-27 Jul 2019, Berlin.

Győrfi, Ágnes and Kovács, Levente and Szilágyi, László (2019) Brain Tumor Detection and Segmentation from Magnetic Resonance Image Data Using Ensemble Learning Methods. In: 2019 IEEE International Conference on Systems, Man and Cybernetics (SMC), 2019.10.06. - 2019.10.09., Bari, Italy.

Győrfi, Ágnes and Kovács, Levente and Szilágyi, László (2019) Brain Tumour Segmentation from Multispectral MR Image Data Using Ensemble Learning Methods. In: 24th Iberoamerican Congress (CIARP 2019), 2019.10.28. - 2019.10.31., Havana, Cuba.

Győrfi, Ágnes and Karetka-Mezei, Zoltán and Iclănzan, David and Kovács, Levente and Szilágyi, László (2019) A Study on Histogram Normalization for Brain Tumour Segmentation from Multispectral MR Image Data. In: 24th Iberoamerican Congress (CIARP 2019), 2019.10.28. - 2019.10.31., Havana, Cuba.

Szabó, Zsófia and Kapás, Zoltán and Lefkovits, László and Győrfi, Ágnes and Szilágyi, Sándor Miklós and Szilágyi, László (2018) Automatic segmentation of low-grade brain tumor using a random forest classifier and Gabor features. In: 14th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD 2018), 28-30 Jul 2018, Huangshan, China.