Sabina Podlewska

14 papers B 1Journal 13

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	PROFIS: Design of Target-Focused Libraries by Probing Continuous Fingerprint Space with Recurrent Neural Networks. J. Chem. Inf. Model. Hubert Rybka, Tomasz Danel, Sabina Podlewska
2024	J	`jnl`	ADMET-PrInt: Evaluation of ADMET Properties: Prediction and Interpretation. J. Chem. Inf. Model. Ewelina Jamrozik, Marek Smieja, Sabina Podlewska
2023	J	`jnl`	Docking-based generative approaches in the search for new drug candidates. CoRR Tomasz Danel, Jan Leski, Sabina Podlewska, Igor T. Podolak
2023	J	`jnl`	Extended study on atomic featurization in graph neural networks for molecular property prediction. J. Cheminformatics Agnieszka Wojtuch, Tomasz Danel, Sabina Podlewska, Lukasz Maziarka
2023	J	`jnl`	Generative Models Should at Least Be Able to Design Molecules That Dock Well: A New Benchmark. J. Chem. Inf. Model. Tobiasz Cieplinski, Tomasz Danel, Sabina Podlewska, Stanislaw Jastrzebski
2022	J	`jnl`	Low cost prediction of probability distributions of molecular properties for early virtual screening. CoRR Jarek Duda, Sabina Podlewska
2021	B	`conf`	Comparison of Atom Representations in Graph Neural Networks for Molecular Property Prediction. IJCNN Agnieszka Pocha, Tomasz Danel, Sabina Podlewska, Jacek Tabor, Lukasz Maziarka
2021	J	`jnl`	How can SHAP values help to shape metabolic stability of chemical compounds? J. Cheminformatics Agnieszka Wojtuch, Rafal Jankowski, Sabina Podlewska
2020	J	`jnl`	Emulating Docking Results Using a Deep Neural Network: A New Perspective for Virtual Screening. J. Chem. Inf. Model. Stanislaw Jastrzebski, Maciej Szymczak, Agnieszka Pocha, Stefan Mordalski, Jacek Tabor, Andrzej J. Bojarski, Sabina Podlewska
2020	J	`jnl`	Similar, or dissimilar, that is the question. How different are methods for comparison of compounds similarity? Comput. Biol. Chem. Krzysztof Rajda, Sabina Podlewska
2020	J	`jnl`	We should at least be able to Design Molecules that Dock Well. CoRR Tobiasz Cieplinski, Tomasz Danel, Sabina Podlewska, Stanislaw Jastrzebski
2019	J	`jnl`	Development of New Methods Needs Proper Evaluation - Benchmarking Sets for Machine Learning Experiments for Class A GPCRs. J. Chem. Inf. Model. Damian Lesniak, Sabina Podlewska, Stanislaw Jastrzebski, Igor Sieradzki, Andrzej J. Bojarski, Jacek Tabor
2017	J	`jnl`	Creating the New from the Old: Combinatorial Libraries Generation with Machine-Learning-Based Compound Structure Optimization. J. Chem. Inf. Model. Sabina Podlewska, Wojciech M. Czarnecki, Rafal Kafel, Andrzej J. Bojarski
2015	J	`jnl`	Robust optimization of SVM hyperparameters in the classification of bioactive compounds. J. Cheminformatics Wojciech M. Czarnecki, Sabina Podlewska, Andrzej J. Bojarski