doc. Mgr. Bc. Vít Nováček, PhD

2022

• Boundary heat diffusion classifier for a semi-supervised learning in a multilayer network embedding

  TIMILSINA Mohan NOVÁČEK Vít DAQUIN Mathieu YANG Haixuan

  Article in Periodical

  NEURAL NETWORKS, year: 2022, volume: 156, edition: 1, DOI

• Integration of Medical and Genomic Information to Enhance Relapse Prediction in Early Stage Lung Cancer Patients

  TIMILSINA Mohan FEY Dirk JANIK Adrianna TORRENTE Maria PROVENCIO Mariano BERMUDEZ Alberto Cruz CARCERENY Enric COSTABELLO Luca ABREU Delvys Rodriguez COBO Manuel CASTRO Rafael Lopez BERNABE Reyes GUIRADO Maria MINERVINI Pasquale NOVÁČEK Vít

  Article in Proceedings

  Proceedings of the Annual Symposium of the American Medical Informatics Association, year: 2022

• Machine learning approaches for predicting the onset time of the adverse drug events in oncology

  TIMILSINA Mohan TANDAN Meera NOVÁČEK Vít

  Article in Periodical

  Machine Learning with Applications, year: 2022, volume: 2022, edition: 9

• Predikce průběhu onkologické léčby na základě podobností pacientek vypočítaných z jejich klinických zpráv

  ZELINA Petr NOVÁČEK Vít

  Year: 2022, type:

• Unsupervised extraction, labelling and clustering of segments from clinical notes

  ZELINA Petr HALÁMKOVÁ Jana NOVÁČEK Vít

  Article in Proceedings

  Proceedings of IEEE International Conference on Bioinformatics and Biomedicine (BIBM), year: 2022

2021

• Biological applications of knowledge graph embedding models

  MOHAMED Sameh K NOUNU Ayah NOVÁČEK Vít

  Article in Periodical

  Briefings in Bioinformatics, year: 2021, volume: 22, edition: 2, DOI

• On Predicting Recurrence in Early Stage Non-small Cell Lung Cancer

  MOHAMED Sameh K. WALSH Brian TIMILSINA Mohan TORRENTE Maria FRANCO Fabio PROVENCIO Mariano JANIK Adrianna COSTABELLO Luca MINERVINI Pasquale STENETORP Pontus NOVÁČEK Vít

  Article in Proceedings

  Proceedings of AMIA 2021 Annual Symposium, year: 2021

• On Training Knowledge Graph Embedding Models

  MOHAMED Sameh K MUNOZ Emir NOVACEK Vít MUNOZ Emir

  Article in Periodical

  Information, year: 2021, volume: 12, edition: 4, DOI

• P08. 01 Building Personalized Follow-Up Care Through AI by Bringing the Lung Cancer Patient, Data Scientist and Oncologist Together

  TORRENTE M. FRANCO F. CALVO V. LORDUY A. Collazo MENASALVAS E. VIDAL M. E. SOUSA P. PIMENTAO J. NOVÁČEK Vít MINERVINI P. FEY D. COSTABELLO L. POCS M. PROVENCIO M.

  Article in Periodical

  Journal of Thoracic Oncology, year: 2021, volume: 16, edition: 10, DOI

2020

• Accurate prediction of kinase-substrate networks using knowledge graphs

  NOVÁČEK Vít MCGAURAN Gavin MATALLANAS David BLANCO Adrián Vallejo CONCA Piero MUNOZ Emir COSTABELLO Luca KANAKARAJ Kamalesh NAWAZ Zeeshan WALSH Brian MOHAMED Sameh K VANDENBUSSCHE Pierre-Yves RYAN Colm J KOLCH Walter FEY Dirk

  Article in Periodical

  PLoS Computational Biology, year: 2020, volume: 16, edition: 12, DOI