Concepedia

Marta M. Stepniewska-Dziubinska

MM

11

Publications

1.8K

Citations

10

H-Index

2017

Active since

Affiliations

Institute of Biochemistry and Biophysics, Polish Academy of Sciences(Current)

University of Warsaw

Courant Institute of Mathematical Sciences

Flatiron Institute

University of Utah

Marta M. Stepniewska-Dziubinska is an author at Institute of Biochemistry and Biophysics, Polish Academy of Sciences specializing in medicine, structural biology, and bioinformatics.

ORCID

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Publications per year

2017–2024

11

Publications

11

Development and evaluation of a deep learning model for protein–ligand binding affinity prediction

Marta M. Stepniewska-Dziubinska, Piotr Zielenkiewicz, Paweł Siedlecki · Bioinformatics · 2018 · 675 citations · Full text

OpenFold: retraining AlphaFold2 yields new insights into its learning mechanisms and capacity for generalization

Gustaf Ahdritz, Nazim Bouatta, Christina Floristean et al. · Nature Methods · 2024 · 235 citations · Full text

OpenFold: Retraining AlphaFold2 yields new insights into its learning mechanisms and capacity for generalization

Gustaf Ahdritz, Nazim Bouatta, Christina Floristean et al. · 2022 · 167 citations

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Development of a protein–ligand extended connectivity (PLEC) fingerprint and its application for binding affinity predictions

Maciej Wójcikowski, Michał Kukiełka, Marta M. Stepniewska-Dziubinska et al. · Bioinformatics · 2018 · 165 citations · Full text

Improving detection of protein-ligand binding sites with 3D segmentation

Marta M. Stepniewska-Dziubinska, Piotr Zielenkiewicz, Paweł Siedlecki · Scientific Reports · 2020 · 144 citations · Full text

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