Mgr. Matej Gallo

2023

• Provenance of specimen and data – A prerequisite for AI development in computational pathology

  PLASS Markus WITTNER Rudolf HOLUB Petr FREXIA Francesca MASCIA Cecilia GALLO Matej MÜLLER Heimo GEIGER Jörg

  Article in Periodical

  NEW BIOTECHNOLOGY, year: 2023, volume: 78, edition: DEC, 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

  Article in Periodical

  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

  Article in Periodical

  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

  Article in Periodical

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

• Lightweight Distributed Provenance Model for Complex Real–world Environments

  WITTNER Rudolf MASCIA Cecilia GALLO Matej FREXIA Francesca MÜLLER Heimo PLASS Markus GEIGER Jörg HOLUB Petr

  Article in Periodical

  Scientific Data, year: 2022, volume: 2022, edition: 9, DOI

2018

• To text summarization by dynamic graph mining

  GALLO Matej POPELÍNSKÝ Lubomír VACULÍK Karel

  Article in Proceedings

  ITAT 2018 Proceedings,, year: 2018