doc. Mgr. Bc. Vít Nováček, PhD

2026

• Computing Patient Similarity Based on Unstructured Clinical Notes

  ZELINA Petr ŘEHÁČEK Marko HALÁMKOVÁ Jana BOHOVICOVÁ Lucia RUSINKO Martin NOVÁČEK Vít

  Article in Proceedings

  Text, Speech, and Dialogue (TSD 2025), year: 2026

2025

• Integration, Cataloguing and Management of Biobanking and Clinical Data Using FAIR Genomes Metadata Schema

  KACOVÁ Radoslava HOUFEK Tomáš HORKÝ Ondřej TOMÁŠIK Radovan KURÁŇ Jan RŮŽIČKA Michal HRSTKA Roman NOVÁČEK Vít DUDOVÁ Zdenka

  Article in Periodical

  Data Intelligence, year: 2025, volume: 2025, edition: 1, DOI

• Large language model vs. traditional machine learning: Evaluating predictive models for early detection of tumor relapse

  TIMILSINA Mohan BUOSI Samuele TORRENTE Maria PROVENCIO Mariano COBO Manuel ABREU Delvys Rodriguez CASTRO Rafael Lopez CARCERENY Enric CURRY Edward NOVACEK Vít

  Article in Periodical

  EXPERT SYSTEMS WITH APPLICATIONS, year: 2025, volume: 283, edition: 127641, DOI

2024

• Boosting predictive models and augmenting patient data with relevant genomic and pathway information

  BUOSI Samuele TIMILSINA Mohan TORRENTE Maria PROVENCIO Mariano FEY Dirk NOVÁČEK Vít

  Article in Periodical

  Computers in Biology and Medicine, year: 2024, volume: 174, edition: 108398, DOI

• Machine learning estimated probability of relapse in early-stage non-small-cell lung cancer patients with aneuploidy imputation scores and knowledge graph embeddings

  BUOSI Samuele TIMILSINA Mohan JANIK Adriann COSTABELLO Luca TORRENTE Maria PROVENCIO Mariano FEY Dirk NOVÁČEK Vít

  Article in Periodical

  Expert Systems with Applications, year: 2024, volume: 235, edition: 121127, DOI

• Onkorádce

  ŘEHÁČEK Marko NOVÁČEK Vít PLAKINGER Daniel DIPČÁR Matej ZELINA Petr HOUFEK Tomáš RUSNÁK David KŘENKOVÁ Markéta

  Software

  Year: 2024

• Zpracování klinických dat pomocí umělé inteligence – současná situace a výhledy do budoucna

  NOVÁČEK Vít ŘEHÁČEK Marko

  Requested lectures

  Year: 2024, type: Requested lectures

2023

• Curing Cancer with Knowledge Graphs (and other Outrageous Ideas)

  NOVACEK Vít

  Requested lectures

  Year: 2023, type: Requested lectures

• Extraction, labeling, clustering, and semantic mapping of segments from clinical notes

  ZELINA Petr HALÁMKOVÁ Jana NOVÁČEK Vít

  Article in Periodical

  IEEE TRANSACTIONS ON NANOBIOSCIENCE, year: 2023, volume: 22, edition: 4, DOI

• Machine Learning Survival Models for Relapse Prediction in a Early Stage Lung Cancer Patient

  TIMILSINA Mohan BUOSI Samuele JANIK Adrianna MINERVINI Pasquale COSTABELLO Luca TORRENTE Maria PROVENCIO Mariano CALVO Virginia CAMPS Carlos ORTEGA Ana L MASSUTI Bartomeu CAMPELO Rosario Garcia M. EDEL del Barco BOSCH-BARRERA Joaquim NOVÁČEK Vít

  Article in Proceedings

  2023 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, IJCNN, year: 2023