DeePaC: predicting pathogenic potential of novel DNA with reverse-complement neural networks JM Bartoszewicz, A Seidel, R Rentzsch, BY Renard Bioinformatics 36 (1), 81-89, 2020 | 59 | 2020 |
Interpretable detection of novel human viruses from genome sequencing data JM Bartoszewicz, A Seidel, BY Renard NAR genomics and bioinformatics 3 (1), lqab004, 2021 | 51 | 2021 |
Deep learning-based real-time detection of novel pathogens during sequencing JM Bartoszewicz, U Genske, BY Renard Briefings in Bioinformatics 22 (6), bbab269, 2021 | 12 | 2021 |
CovRadar: Continuously tracking and filtering SARS-CoV-2 mutations for genomic surveillance A Wittig, F Miranda, M Hölzer, T Altenburg, JM Bartoszewicz, S Beyvers, ... Bioinformatics 38 (17), 4223-4225, 2022 | 7 | 2022 |
Detecting DNA of novel fungal pathogens using ResNets and a curated fungi-hosts data collection JM Bartoszewicz, F Nasri, M Nowicka, BY Renard Bioinformatics 38 (Supplement_2), ii168-ii174, 2022 | 6 | 2022 |
Interpretable prediction of the infectious potential of novel viruses JM Bartoszewicz, A Seidel, BY Renard ICLR 2021 AI for Public Health Workshop (cit. on p. 20), 2021 | 1 | 2021 |
Evaluating Tuning Strategies for Sequence Generation with Protein Language Models A Nathansen, K Klein, B Renard, M Nowicka, JM Bartoszewicz Machine Learning in Computational Biology, 76-89, 2024 | | 2024 |
Motif Interactions Affect Post-Hoc Interpretability of Genomic Convolutional Neural Networks MS Lemanczyk, JM Bartoszewicz, BY Renard bioRxiv, 2024.02. 15.580353, 2024 | | 2024 |
Evaluating Prompt Tuning for Conditional Protein Sequence Generation A Nathansen, K Klein, BY Renard, M Nowicka, JM Bartoszewicz ICLR 2023-Machine Learning for Drug Discovery workshop, 2023 | | 2023 |
Deep learning approaches for predicting pathogenic potentials of novel DNA and RNA sequences JM Bartoszewicz | | 2022 |
Multi-level annotation of the specialized Corpus of Dialogs of Disabled Polish Speakers J Trzebińska, J Bartoszewicz Cognitive Studies, 2014 | | 2014 |
Symulacja domina DNA: obliczenia molekularne i ewolucja J Bartoszewicz | | |