Wojciech Dudzik

Wojciech Dudzik

Silesian University of Technology in Gliwice - Gliwice / Poland
Engineering & Technology / Computer Science
AD Scientific Index ID: 1873118
Silesian University of Technology
person_outline Wojciech Dudzik's MOST POPULAR ARTICLES
1-) Identifying the best machine learning algorithms for brain tumor segmentation, progression assessment, and overall survival prediction in the BRATS challengeS Bakas, M Reyes, A Jakab, S Bauer, M Rempfler, A Crimi, RT Shinohara, ...arXiv preprint arXiv:1811.02629, 201811332018
2-) Fully-automated deep learning-powered system for DCE-MRI analysis of brain tumorsJ Nalepa, PR Lorenzo, M Marcinkiewicz, B Bobek-Billewicz, ...Artificial intelligence in medicine 102, 101769, 2020342020
3-) Evolving data-adaptive support vector machines for binary classificationW Dudzik, J Nalepa, M KawulokKnowledge-Based Systems 227, 107221, 2021392021
4-) Data augmentation via image registrationJ Nalepa, G Mrukwa, S Piechaczek, PR Lorenzo, M Marcinkiewicz, ...2019 IEEE International Conference on Image Processing (ICIP), 4250-4254, 2019362019
5-) Segmenting brain tumors from MRI using cascaded multi-modal U-NetsM Marcinkiewicz, J Nalepa, PR Lorenzo, W Dudzik, G MrukwaBrainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries …, 2019362019