Roman Stoklasa

Decentralized Federated Learning for Healthcare Networks: A Case Study on Tumor Segmentation

Bernardo Camajori Tedeschini, Stefano Savazzi, Roman Stoklasa et al. · IEEE Access · 2022 · 143 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +16

Efficient k-NN based HEp-2 cells classifier

Roman Stoklasa, Tomáš Majtner, David Svoboda · Pattern Recognition · 2013 · 39 citations

Engineering, Machine Learning, Efficient K-nn +7

Arrangement of nuclear structures is not transmitted through mitosis but is identical in sister cells

Darya Orlova, Lenka Stixová, Stanislav Kozubek et al. · Journal of Cellular Biochemistry · 2012 · 11 citations · Full text

Interphase Chromatin, Nuclear Structure, Epigenetic Change +29

RSURF: The efficient texture-based descriptor for fluorescence microscopy images of HEp-2 cells

Tomáš Majtner, Roman Stoklasa, David Svoboda · 2014 · 11 citations

Engineering, Feature Detection, Machine Learning +29