doc. Mgr. Bc. Vít Nováček, PhD

2023

• Unsupervised extraction, classification and visualization of clinical note segments using the MIMIC-III dataset

  ZELINA Petr HALÁMKOVÁ Jana NOVÁČEK Vít

  Article in Proceedings

  Proceedings of IEEE International Conference on Bioinformatics and Biomedicine (BIBM), year: 2023

2022

• AI for Cancer Patient Empowerment - Interim Results of the AIcope Project

  NOVACEK Vít ŘEHÁČEK Marko ZELINA Petr HALÁMKOVÁ Jana

  Requested lectures

  Year: 2022, type: Requested lectures

• An Artificial Intelligence-Based Tool for Data Analysis and Prognosis in Cancer Patients: Results from the Clarify Study

  TORRENTE María SOUSA Pedro A HERNÁNDEZ Roberto BLANCO Mariola COLLAZO Virginia Calvo Ana GUERREIRO Gracinda R NÚNEZ Beatriz PIMENTAO Joao SÁNCHEZ Juan Cristóbal CAMPOS Manuel COSTABELLO Luca NOVÁČEK Vít MENASALVAS Ernestina VIDAL María Esther PROVENCIO Mariano CALVO Virginia

  Article in Periodical

  CANCERS, year: 2022, volume: 14, edition: 16, DOI

• 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: 9, edition: 100367, DOI

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

  ZELINA Petr NOVÁČEK Vít

  Requested lectures

  Year: 2022, type: Requested lectures

• 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