doc. RNDr. Tomáš Brázdil, Ph.D., MBA

Associate professor, Department of Machine Learning and Data Processing

office: S214
Botanická 554/68a
602 00 Brno

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phone:	+420 549 49 3922

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Basic information

Type

Total number of publications: 85

2026

From slides to AI-ready maps: Standardized multi-layer tissue maps as metadata for artificial intelligence in digital pathology

FIALA Gernot PLASS Markus HARB Robert REGITNIG Peter SKOK Kristijan ZOUGHBI Wael Al ZERNER Carmen TORKE Paul KARGL Michaela MÜLLER Heimo BRÁZDIL Tomáš GALLO Matej KUBÍN Jaroslav STOKLASA Roman NENUTIL Rudolf ZERBE Norman HOLZINGER Andreas HOLUB Petr

Peer-reviewed scientific article

Artificial Intelligence in Medicine, year: 2026, volume: 174, DOI

2025

Beyond Occlusion: In Search for Near Real-Time Explainability of CNN-Based Prostate Cancer Classification

KREBS Martin OBDRŽÁLEK Jan MUSIL Vít BRÁZDIL Tomáš

Paper in proceedings

2025 IEEE 22nd International Symposium on Biomedical Imaging, ISBI, year: 2025
Learning Algorithms for Verification of Markov Decision Processes

BRÁZDIL Tomáš CHATTERJEE Krishnendu CHMELÍK Martin FOREJT Vojtěch KŘETÍNSKÝ Jan KWIATKOWSKA Marta MEGGENDORFER Tobias PARKER David UJMA Mateusz

Peer-reviewed scientific article

TheoretiCS, year: 2025, volume: 4, edition: 13268, DOI
Strojové učení v digitální patologii

BRÁZDIL Tomáš MUSIL Vít ŠTĚPKA Karel KUKUČKA Adam NENUTIL Rudolf BAJGER Adam HOLUB Petr

Peer-reviewed scientific article

Ceskoslovenska Patologie, year: 2025, volume: 61, edition: 2
Úvod do strojového učení pro patology

BRÁZDIL Tomáš KUKUČKA Adam MUSIL Vít NENUTIL Rudolf HOLUB Petr

Peer-reviewed scientific article

Ceskoslovenska Patologie, year: 2025, volume: 61, edition: 1

2024

Interpreting convolutional neural network classifiers applied to laser-induced breakdown optical emission spectra

KÉPEŠ Erik VRÁBEL Jakub BRÁZDIL Tomáš HOLUB Petr POŘÍZKA Pavel KAISER Jozef

Peer-reviewed scientific article

Talanta, year: 2024, volume: 266, edition: 124946, DOI

2023

Privacy risks of whole-slide image sharing in digital pathology

HOLUB Petr MÜLLER Heimo BÍL Tomáš PIREDDU Luca PLASS Markus PRASSER Fabian SCHLÜNDER Irene ZATLOUKAL Kurt NENUTIL Rudolf BRÁZDIL Tomáš

Peer-reviewed scientific article

Nature Communications, year: 2023, volume: 14, edition: 2577, DOI
Shedding light on the black box of a neural network used to detect prostate cancer in whole slide images by occlusion-based explainability

GALLO Matej KRAJŇANSKÝ Vojtěch NENUTIL Rudolf HOLUB Petr BRÁZDIL Tomáš

Peer-reviewed scientific article

NEW BIOTECHNOLOGY, year: 2023, volume: 78, edition: December, DOI
xOpat: eXplainable Open Pathology Analysis Tool

HORÁK Jiří FURMANOVÁ Katarína KOZLÍKOVÁ Barbora BRÁZDIL Tomáš HOLUB Petr KAČENGA Martin GALLO Matej NENUTIL Rudolf BYŠKA Jan RUSŇÁK Vít

Peer-reviewed scientific article

COMPUTER GRAPHICS FORUM, year: 2023, volume: 42, edition: 3, DOI

2022

Automated annotations of epithelial cells and stroma in hematoxylin–eosin-stained whole-slide images using cytokeratin re-staining

BRÁZDIL Tomáš GALLO Matej NENUTIL Rudolf KUBANDA Andrej TOUFAR Martin HOLUB Petr

Peer-reviewed scientific article

The Journal of Pathology: Clinical Research, year: 2022, volume: 8, edition: 2, DOI