Vit Novacek

Associate Professor, Faculty of informatics, Masaryk University

Joined

February 2025

Names

Vit Novacek (Preferred)

Emails

****@fi.muni.cz (Confirmed)

Personal Links

Career & Education History

Associate Professor

Faculty of informatics, Masaryk University (muni.cz)

2022 – Present

Advisors, Relations & Conflicts

PhD Advisor

Siegfried Handschuh

2007 – 2010

Expertise

health informatics

2006 – 2025

biomedical informatics

2006 – 2025

machine learning

2006 – 2025

knowledge graphs

2006 – 2025

text mining

2006 – 2025

Publications

Machine learning estimated probability of relapse in early-stage non-small-cell lung cancer patients with aneuploidy imputation scores and knowledge graph embeddings
Samuele Buosi, Mohan Timilsina, Adrianna Janik, Luca Costabello, Maria Torrente, Mariano Provencio, Dirk Fey, Vít Novácek
- Expert Syst. Appl. 2024
- Readers: Everyone
Boosting predictive models and augmenting patient data with relevant genomic and pathway information
Samuele Buosi, Mohan Timilsina, Maria Torrente, Mariano Provencio, Dirk Fey, Vít Novácek
- Comput. Biol. Medicine 2024
- Readers: Everyone
Synergy between imputed genetic pathway and clinical information for predicting recurrence in early stage non-small cell lung cancer
Mohan Timilsina, Dirk Fey, Samuele Buosi, Adrianna Janik, Luca Costabello, Enric Carcereny, Delvys Rodriguez Abreu, Manuel Cobo, Rafael Castro, Reyes Bernabé, Pasquale Minervini, Maria Torrente, Mariano Provencio, Vít Novácek
- J. Biomed. Informatics 2023
- Readers: Everyone
Unsupervised extraction, classification and visualization of clinical note segments using the MIMIC-III dataset
Petr Zelina, Jana Halámková, Vít Novácek
- BIBM 2023
- Readers: Everyone
Machine Learning Survival Models for Relapse Prediction in a Early Stage Lung Cancer Patient
Mohan Timilsina, Samuele Buosi, Adrianna Janik, Pasquale Minervini, Luca Costabello, Maria Torrente, Mariano Provencio, Virginia Calvo, Carlos Camps, Ana L. Ortega, Bartomeu Massutí, M. Rosario Garcia Campelo, Edel del Barco, Joaquim Bosch-Barrera, Vít Novácek
- IJCNN 2023
- Readers: Everyone
Boundary heat diffusion classifier for a semi-supervised learning in a multilayer network embedding
Mohan Timilsina, Vít Novácek, Mathieu d'Aquin, Haixuan Yang
- Neural Networks 2022
- Readers: Everyone
Integration of Clinical Information and Imputed Aneuploidy Scores to Enhance Relapse Prediction in Early Stage Lung Cancer Patients
Mohan Timilsina, Samuele Bousi, Dirk Fey, Adrianna Janik, Maria Torrente, Mariano Provencio, Alberto Bermúdez, Enric Carcereny, Luca Costabello, Delvys Rodriguez Abreu, Manuel Cobo, Rafael Castro, Reyes Bernabé, Maria Guirado, Pasquale Minervini, Vít Novácek
- AMIA 2022
- Readers: Everyone
Machine Learning-Assisted Recurrence Prediction for Early-Stage Non-Small-Cell Lung Cancer Patients
Adrianna Janik, Maria Torrente, Luca Costabello, Virginia Calvo, Brian Walsh, Carlos Camps, Sameh K. Mohamed, Ana L. Ortega, Vít Novácek, Bartomeu Massutí, Pasquale Minervini, M. Rosario Garcia Campelo, Edel del Barco, Joaquim Bosch-Barrera, Ernestina Menasalvas, Mohan Timilsina, Mariano Provencio
- CoRR 2022
- Readers: Everyone
Unsupervised extraction, labelling and clustering of segments from clinical notes
Petr Zelina, Jana Halámková, Vít Novácek
- BIBM 2022
- Readers: Everyone

View all 51 publications

Co-Authors

View all 57 co-authors