Sabina Podlewska

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 13

Top Topics

Virtual Screening

Top Venues

J. Chem. Inf. Model.

J. Cheminformatics

Comput. Biol. Chem.

Publications

Ewelina Jamrozik, Marek Smieja, Sabina Podlewska
ADMET-PrInt: Evaluation of ADMET Properties: Prediction and Interpretation. J. Chem. Inf. Model. 64 (5) (2024)
Agnieszka Wojtuch, Tomasz Danel, Sabina Podlewska, Lukasz Maziarka
Extended study on atomic featurization in graph neural networks for molecular property prediction. J. Cheminformatics 15 (1) (2023)
Tomasz Danel, Jan Leski, Sabina Podlewska, Igor T. Podolak
Docking-based generative approaches in the search for new drug candidates. CoRR (2023)
Tobiasz Cieplinski, Tomasz Danel, Sabina Podlewska, Stanislaw Jastrzebski
Generative Models Should at Least Be Able to Design Molecules That Dock Well: A New Benchmark. J. Chem. Inf. Model. 63 (11) (2023)
Jarek Duda, Sabina Podlewska
Low cost prediction of probability distributions of molecular properties for early virtual screening. CoRR (2022)
Agnieszka Wojtuch, Rafal Jankowski, Sabina Podlewska
How can SHAP values help to shape metabolic stability of chemical compounds? J. Cheminformatics 13 (1) (2021)
Agnieszka Pocha, Tomasz Danel, Sabina Podlewska, Jacek Tabor, Lukasz Maziarka
Comparison of Atom Representations in Graph Neural Networks for Molecular Property Prediction. IJCNN (2021)
Krzysztof Rajda, Sabina Podlewska
Similar, or dissimilar, that is the question. How different are methods for comparison of compounds similarity? Comput. Biol. Chem. 88 (2020)
Stanislaw Jastrzebski, Maciej Szymczak, Agnieszka Pocha, Stefan Mordalski, Jacek Tabor, Andrzej J. Bojarski, Sabina Podlewska
Emulating Docking Results Using a Deep Neural Network: A New Perspective for Virtual Screening. J. Chem. Inf. Model. 60 (9) (2020)
Tobiasz Cieplinski, Tomasz Danel, Sabina Podlewska, Stanislaw Jastrzebski
We should at least be able to Design Molecules that Dock Well. CoRR (2020)
Damian Lesniak, Sabina Podlewska, Stanislaw Jastrzebski, Igor Sieradzki, Andrzej J. Bojarski, Jacek Tabor
Development of New Methods Needs Proper Evaluation - Benchmarking Sets for Machine Learning Experiments for Class A GPCRs. J. Chem. Inf. Model. 59 (12) (2019)
Sabina Podlewska, Wojciech M. Czarnecki, Rafal Kafel, Andrzej J. Bojarski
Creating the New from the Old: Combinatorial Libraries Generation with Machine-Learning-Based Compound Structure Optimization. J. Chem. Inf. Model. 57 (2) (2017)
Wojciech M. Czarnecki, Sabina Podlewska, Andrzej J. Bojarski
Robust optimization of SVM hyperparameters in the classification of bioactive compounds. J. Cheminformatics 7 (2015)