Vit Novacek
Masarykova univerzita
H-index: 16
Europe-Czech Republic
Top articles of Vit Novacek
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Boosting predictive models and augmenting patient data with relevant genomic and pathway information | Computers in Biology and Medicine | Samuele Buosi Mohan Timilsina Maria Torrente Mariano Provencio Dirk Fey | 2024/4/3 |
Machine learning estimated probability of relapse in early-stage non-small-cell lung cancer patients with aneuploidy imputation scores and knowledge graph embeddings | Expert Systems with Applications | Samuele Buosi Mohan Timilsina Adrianna Janik Luca Costabello Maria Torrente | 2024/1/1 |
Synergy between imputed genetic pathway and clinical information for predicting recurrence in early stage non-small cell lung cancer | Journal of Biomedical Informatics | Mohan Timilsina Dirk Fey Samuele Buosi Adrianna Janik Luca Costabello | 2023/8/1 |
Machine learning–assisted recurrence prediction for patients with early-stage non–small-cell lung cancer | JCO Clinical Cancer Informatics | Adrianna Janik Maria Torrente Luca Costabello Virginia Calvo Brian Walsh | 2023/7 |
Machine Learning Survival Models for Relapse Prediction in a Early Stage Lung Cancer Patient | Mohan Timilsina Samuele Buosi Adrianna Janik Pasquale Minervini Luca Costabello | 2023/6/18 | |
Extraction, labelling, clustering, and semantic mapping of segments from clinical notes | IEEE Transactions on NanoBioscience | Petr Zelina Jana Halámková Vít Nováček | 2023/5/11 |
Curing Cancer with Knowledge Graphs (and other Outrageous Ideas) | Vít Nováček | 2023 | |
Unsupervised extraction, classification and visualization of clinical note segments using the MIMIC-III dataset | Petr Zelina Jana Halámková Vít Nováček | 2023/12/5 | |
Method and apparatus for completing a knowledge graph | 2022/5/24 | ||
Unsupervised extraction, labelling and clustering of segments from clinical notes | Petr Zelina Jana Halámková Vít Nováček | 2022/12/6 | |
Boundary heat diffusion classifier for a semi-supervised learning in a multilayer network embedding | Neural Networks | Mohan Timilsina Vít Nováček Mathieu D’aquin Haixuan Yang | 2022/12/1 |
AI for Cancer Patient Empowerment-Interim Results of the AIcope Project | Vít Nováček Marko Řeháček Petr Zelina Jana Halámková | 2022 | |
Machine learning-assisted recurrence prediction for early-stage non-small-cell lung cancer patients | arXiv preprint arXiv:2211.09856 | Adrianna Janik Maria Torrente Luca Costabello Virginia Calvo Brian Walsh | 2022/11/17 |
Machine learning approaches for predicting the onset time of the adverse drug events in oncology | Machine Learning with Applications | Mohan Timilsina Meera Tandan Vít Nováček | 2022/9/15 |
An artificial intelligence-based tool for data analysis and prognosis in cancer patients: results from the clarify study | Cancers | María Torrente Pedro A Sousa Roberto Hernández Mariola Blanco Virginia Calvo | 2022/8/22 |
Biological applications of knowledge graph embedding models | Sameh K Mohamed Aayah Nounu Vít Nováček | 2021/3 | |
On predicting recurrence in early stage non-small cell lung cancer | AMIA Annual Symposium Proceedings | Sameh K Mohamed Brian Walsh Mohan Timilsina Maria Torrente Fabio Franco | 2021 |
P08. 01 Building Personalized Follow-Up Care Through AI by Bringing the Lung Cancer Patient, Data Scientist and Oncologist Together | Journal of Thoracic Oncology | M Torrente F Franco V Calvo A Collazo Lorduy E Menasalvas | 2021/10/1 |
On training knowledge graph embedding models | Information | Sameh K Mohamed Emir Muñoz Vit Novacek | 2021/3/31 |
Similarity-computation apparatus, a side effect determining apparatus and a system for calculating similarities between drugs and using the similarities to extrapolate side effects | 2021/3/30 |
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