Roman Stoklasa

12 papers B 1Journal 7Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
From slides to AI-ready maps: Standardized multi-layer tissue maps as metadata for artificial intelligence in digital pathology.
Artif. Intell. Medicine
Gernot Fiala, Markus Plass, Robert Harb, Peter Regitnig, Kristijan Skok, Wael Al Zoughbi, Carmen Zerner, Paul R. Torke, Michaela Kargl, Heimo Müller, Tomás Brázdil, Matej Gallo, Jaroslav Kubín, Roman Stoklasa, Rudolf Nenutil, Norman Zerbe, Andreas Holzinger, Petr Holub
2025 — conf
Image Harmonization Using Robust Restricted CDF Matching.
ISBI
Roman Stoklasa
2025 J jnl
Standardized Multi-Layer Tissue Maps for Enhanced Artificial Intelligence Integration and Search in Large-Scale Whole Slide Image Archives.
CoRR
Gernot Fiala, Markus Plass, Robert Harb, Peter Regitnig, Kristijan Skok, Wael Al Zoughbi, Carmen Zerner, Paul R. Torke, Michaela Kargl, Heimo Müller, Tomás Brázdil, Matej Gallo, Jaroslav Kubín, Roman Stoklasa, Rudolf Nenutil, Norman Zerbe, Andreas Holzinger, Petr Holub
2024 — conf
Brain MRI Screening Tool with Federated Learning.
ISBI
Roman Stoklasa, Ioannis Stathopoulos, Efstratios Karavasilis, Efstathios P. Efstathopoulos, Marek Dostál, Milos Kerkovský, Michal Kozubek, Luigi Serio
2024 J jnl
Exploring Multi-Pathology Brain Segmentation: From Volume-Based to Component-Based Deep Learning Analysis.
J. Imaging
Ioannis Stathopoulos, Roman Stoklasa, Maria Anthi Kouri, Georgios Velonakis, Efstratios Karavasilis, Efstathios P. Efstathopoulos, Luigi Serio
2024 J jnl
Image Harmonization using Robust Restricted CDF Matching.
CoRR
Roman Stoklasa
2023 J jnl
Brain MRI Screening Tool with Federated Learning.
CoRR
Roman Stoklasa, Ioannis Stathopoulos, Efstratios Karavasilis, Efstathios P. Efstathopoulos, Marek Dostál, Milos Kerkovský, Michal Kozubek, Luigi Serio
2022 J jnl
Decentralized Federated Learning for Healthcare Networks: A Case Study on Tumor Segmentation.
IEEE Access
Bernardo Camajori Tedeschini, Stefano Savazzi, Roman Stoklasa, Luca Barbieri, Ioannis Stathopoulos, Monica Nicoli, Luigi Serio
2016 — conf
Texture analysis of 3D fluorescence microscopy images using RSurf 3D features.
ISBI
Roman Stoklasa, Tomás Majtner
2015 — conf
Automated cell segmentation in phase-contrast images based on classification and region growing.
ISBI
Roman Stoklasa, Lukas Balek, Pavel Krejcí, Petr Matula
2014 J jnl
Efficient k-NN based HEp-2 cells classifier.
Pattern Recognit.
Roman Stoklasa, Tomás Majtner, David Svoboda
2014 B conf
RSURF - The Efficient Texture-Based Descriptor for Fluorescence Microscopy Images of HEP-2 Cells.
ICPR
Tomás Majtner, Roman Stoklasa, David Svoboda