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Ewa Szczurek

Liczba publikacji: 50

2025

Paulina Szymczak, Wojciech Zarzecki, Jiejing Wang, Yiqian Duan, Jun Wang, Luis Pedro Coelho, Cesar de la Fuente-Nunez, Ewa Szczurek , AI-Driven Antimicrobial Peptide Discovery: Mining and Generation, ACCOUNTS OF CHEMICAL RESEARCH, 58 (12) 2025. Zobacz w PBN
Senbai Kang , Nico Borgsmüller, Monica Valecha, Magda Markowska, Jack Kuipers, Niko Beerenwinkel, David Posada, Ewa Szczurek , DelSIEVE: cell phylogeny modeling of single nucleotide variants and deletions from single-cell DNA sequencing data, GENOME BIOLOGY, 26 (1) 2025. Zobacz w PBN
Małgorzata Łazęcka , Ewa Szczurek , Factor Analysis with Correlated Topic Model for Multi-Modal Data, 28th International Conference on Artificial Intelligence and Statistics, Mai Khao, Thailand, 3 maja 2025 - 5 maja 2025, 258 2025, s. 1801-1809. Zobacz w PBN
Szymon Płotka, Gizem Mert, Maciej Chrabaszcz, Ewa Szczurek , Arkadiusz Sitek, Mamba goes home: Hierarchical soft mixture-of-experts for 3d medical image segmentation, The Thirty-Ninth Annual Conference on Neural Information Processing Systems, San Diego, the United States of America, 2 grudnia 2025 - 7 grudnia 2025. Zobacz w PBN
Nils Eling, Julien Dorier, Sylvie Rusakiewicz, Robin Liechti, Preethi Devanand, Michelle Daniel, Jonas Windhager, Bruno Palau Fernandez, Sophie Déglise, Lucie Despland, Abdelkader Benyagoub, Marcin Możejko, Dawid Uchal, Ewa Szczurek , Alexander Loboda, Daaf Sandkuijl, Nikesh Parsotam, Henoch S. Hong, Marie Morfouace, Nicolas Guex, George Coukos, Bernd Bodenmiller, Stephanie Tissot, Daniel Schulz, Multi-modal image analysis for large-scale cancer tissue studies within IMMUcan, Cell Reports Methods, 5 (9) 2025, s. 101170: 1-25. Zobacz w PBN
Michal Kmicikiewicz, Vincent Fortuin, Ewa Szczurek , PROSPERO: Active Learning for Robust Protein Design Beyond Wild-Type Neighborhoods, The Thirty-Ninth Annual Conference on Neural Information Processing Systems, San Diego, the United States of America, 2 grudnia 2025 - 7 grudnia 2025. Zobacz w PBN

2024

Kazimierz Oksza-Orzechowski , Edwin Quinten, Shadi Darvish Shafighi , Szymon M. Kiełbasa, Hugo W. van Kessel, Ruben A. L. de Groen, Joost S. P. Vermaat, Julieta H. Sepúlveda Yáñez, Marcelo A. Navarrete, Hendrik Veelken, Cornelis A. M. van Bergen, Ewa Szczurek , CaClust: linking genotype to transcriptional heterogeneity of follicular lymphoma using BCR and exomic variants, GENOME BIOLOGY, 25 (1) 2024. Zobacz w PBN

2023

Paulina Szymczak, Ewa Szczurek , Artificial intelligence-driven antimicrobial peptide discovery, CURRENT OPINION IN STRUCTURAL BIOLOGY, 83 2023, s. 102733. Zobacz w PBN
Paulina Szymczak, Marcin Możejko , Tomasz Grzegorzek, Radosław Jurczak, Marta Bauer, Damian Neubauer, Karol Sikora, Michał Michalski, Jacek Sroka , Piotr Setny, Wojciech Kamysz, Ewa Szczurek , Discovering highly potent antimicrobial peptides with deep generative model HydrAMP, Nature Communications, 14 2023, s. 1453: 1-23. Zobacz w PBN
MARCIN BODYCH, MACIEJ FILIŃSKI, RADOSŁAW IDZIKOWSKI, TYLL KRÜGER, Katharine Sherratt, Tomasz Ożański, Hugo Gruson, Rok Grah, Helen Johnson, Rene Niehus, Bastian Prasse, Frank Sandmann, Jannik Deuschel, Daniel Wolffram, Sam Abbott, Alexander Ullrich, Graham Gibson, Evan L. Ray, Nicholas Reich, Daniel Sheldon, Yijin Wang, Nutcha Wattanachit, Lijing Wang, Jan Trnka, Guillaume Obozinski, Tao Sun, Dorina Thanou, Loïc Pottier, Ekaterina Krymova, Jan Meinke, Maria Vittoria Barbarossa, Neele Leithäuser, Jan Mohring, Johanna Schneider, Jaroslaw Wlazlo, Jan Fuhrmann, Berit Lange, Isti Rodiah, Prasith Baccam, Heidi Gurung, Steven Stage, Bradley Suchoski, Jozef Budzinski, Robert Walraven, Maria Inmaculada Villanueva Baxarias, Vit Tucek, Martin Smid, Milan Zajicek, César Pérez Álvarez, Borja Reina, Nikos I. Bosse, Sophie Meakin, Lauren Castro, Geoffrey Fairchild, Isaac Michaud, Dave Osthus, Pierfrancesco Alaimo Di Loro, Antonello MARUOTTI, Veronika Eclerová, Andrea Kraus, David Kraus, Lenka Pribylova, Dimitris Bertsimas, Michael Lingzhi Li, Saksham Soni, Jonas Dehning, Sebastian Mohr, Viola Priesemann, GRZEGORZ REDLARSKI, Benjamín Béjar Haro, Giovanni Ardenghi, Nicola Parolini, Giovanni Ziarelli, Wolfgang Bock, Stefan Heyder, Thomas Hotz, David E. Singh, Miguel Guzmán Merino, Jose L. Aznarte, David Morina, Sergio Alonso, Enric Alvarez, Daniel Lopez, Clara Prats, Jan Pablo Burgard, Arne Rodlof, Tom Zimmermann, Alexander Kuhlmann, Janez Zibert, Fulvia Pennoni, Fabio Divino, Marti Catala, Gianfranco Lovison, Paolo Giudici, Barbara Tarantino, Francesco Bartolucci, Giovanna Jona Lasinio, Marco Mingione, Alessio Farcomeni, Ajitesh Srivastava, Pablo Montero-Manso, Aniruddha Adiga, Benjamin Hurt, Bryan Lewis, Madhav Marathe, Przemyslaw Porebski, Srinivasan Venkatramanan, Rafal P. Bartczuk, Filip Dreger, Anna Gambin , Krzysztof Gogolewski , Magdalena Gruziel-Slomka, Bartosz Krupa, Antoni Moszyński, Karol Niedzielewski, Jędrzej Nowosielski, Maciej Radwan, Franciszek Rakowski, Marcin Semeniuk, Ewa Szczurek , Jakub Zieliński, Jan Kisielewski, Barbara Pabjan, Kirsten Holger, Yuri Kheifetz, Markus Scholz, Przemysław Biecek , Johannes Bracher, Sebastian Funk, Predictive performance of multi-model ensemble forecasts of COVID-19 across European nations, eLife, 12 2023, s. e81916. Zobacz w PBN
Magda Markowska, Magdalena A. Budzinska, Anna Coenen-Stass, Senbai Kang, Ewa Kizling, Krzysztof Kolmus, Krzysztof Koras, Eike Staub, Ewa Szczurek , Synthetic lethality prediction in DNA damage repair, chromatin remodeling and the cell cycle using multi-omics data from cell lines and patients., Scientific Reports, 13 (1) 2023, s. 1-16. Zobacz w PBN

2022

Krzysztof Koras, Marcin Możejko , Paulina Szymczak, Adam Izdebski, Eike Staub, Ewa Szczurek , A generative recommender system with GMM prior for cancer drug generation and sensitivity prediction, Machine Learning in Computational Biology 2022, Washington, the United States of America, 21 listopada 2022 - 22 listopada 2022. Zobacz w PBN
Magda Markowska, Tomasz Cąkała, Błażej Miasojedow , Bogac Aybey, Dilafruz Juraeva, Johanna Mazur, Edith Ross, Eike Staub, Ewa Szczurek , CONET: copy number event tree model of evolutionary tumor history for single-cell data, GENOME BIOLOGY, 23 (1) 2022, s. 1-35. Zobacz w PBN
Urszula Demkow, Agnieszka Lech, Krzysztof Gogolewski , Błażej Miasojedow , M. Sadkowska-Todys, M. Stepień, Ewa Szczurek , D. Rabczenko, M. Rosińska, Anna Gambin , Data-driven case fatality rate estimation for the primary lineage of SARS-CoV-2 in Poland, Methods, 203 2022, s. 584-593. Zobacz w PBN
Alicja Rączkowska, Iwona Paśnik, Michał Kukiełka, Marcin Nicoś, Magdalena A. Budzinska, Tomasz Kucharczyk, Justyna Szumiło, Paweł Krawczyk, Nicola Crosetto, Ewa Szczurek , Deep learning-based tumor microenvironment segmentation is predictive of tumor mutations and patient survival in non-small-cell lung cancer., BMC Cancer, 22 2022, s. 1001: 1-18. Zobacz w PBN
Senbai Kang, Nico Borgsmüller, Monica Valecha, Jack Kuipers, Joao M. Alves, Sonia Prado-López, Débora Chantada, Niko Beerenwinkel, David Posada, Ewa Szczurek , SIEVE: joint inference of single-nucleotide variants and cell phylogeny from single-cell DNA sequencing data, GENOME BIOLOGY, 23 (1) 2022. Zobacz w PBN
Thomas Czypionka, Emil N. Iftekhar, Barbara Prainsack, Viola Priesemann, Simon Bauer, André Calero Valdez, Sarah Cuschieri, Enrico Glaab, Eva Grill, Jenny Krutzinna, Christos Lionis, Helena Machado, Carlos Martins, George N. Pavlakis, Matjaž Perc, Elena Petelos, Martyn Pickersgill, Alexander Skupin, Eva Schernhammer, Ewa Szczurek , Sotirios Tsiodras, Peter Willeit, Paul Wilmes, The benefits, costs and feasibility of a low incidence COVID-19 strategy, Lancet Regional Health-Europe, 13 2022, s. 100294: 1-7. Zobacz w PBN

2021

Emil Nafis Iftekhar, Viola Priesemann, Rudi Balling, Simon Bauer, Philippe Beutels, André Calero Valdez, Sarah Cuschieri, Thomas Czypionka, Uga Dumpis, Enrico Glaab, Eva Grill, Claudia Hanson, Pirta Hotulainen, Peter Klimek, Mirjam Kretzschmar, Tyll Krüger, Jenny Krutzinna, Nicola Low, Helena Machado, Carlos Martins, Martin McKee, Sebastian Bernd Mohr, Armin Nassehi, Matjaž Perc, Elena Petelos, Martyn Pickersgill, Barbara Prainsack, Joacim Rocklöv, Eva Schernhammer, Anthony Staines, Ewa Szczurek , Sotirios Tsiodras, Steven Van Gucht, Peter Willeit, A look into the future of the COVID-19 pandemic in Europe: an expert consultation, Lancet Regional Health-Europe, 8 2021, s. 100185:1-14. Zobacz w PBN
Johannes Bracher, Daniel Wolffram, Jannik Deuschel, Konstantin Görgen, Jakob Ketterer, Alexander Ullrich, Sam Abbott, Maria Vittoria Barbarossa, Dimitris Bertsimas, Sangeeta Bhatia, MARCIN BODYCH, Nikos I. Bosse, Jan Pablo Burgard, Lauren Castro, Geoffrey Fairchild, Jan Fuhrmann, Sebastian Funk, Krzysztof Gogolewski , Quanquan Gu, Stefan Heyder, Thomas Hotz, Yuri Kheifetz, Holger Kirsten, Ekaterina Krymova, Michael Lingzhi Li, Jan H. Meinke, Isaac J. Michaud, Karol Niedzielewski, Tomasz Ożański, Franciszek Rakowski, Markus Scholz, Saksham Soni, Ajitesh Srivastava, Jakub Zieliński, Difan Zou, Tilmann Gneiting, Melanie Schienle, Hamza Tazi Bouardi, Omar Skali Lami, Łukasz Górski , Magdalena Gruziel-Słomka, Artur Kaczorek, Antoni Moszyński, Jedrzej Nowosielski, Maciej Radwan, Marcin Semeniuk, Rafał Bartczuk, Jan Kisielewski, Przemysław Biecek , VIKTOR BEZBORODOV, Dave A. Osthus, Anna Gambin , Błażej Miasojedow , Ewa Szczurek , Daniel Rabczenko, Magdalena Rosińska, Barbara Pabjan, EWARYST RAFAJŁOWICZ, EWA SKUBALSKA-RAFAJŁOWICZ, WOJCIECH RAFAJŁOWICZ, Agata Migalska, Antoine Flahault, Elisa Manetti, Christine Choirat, Benjamín Béjar Haro, Gavin Lee, Guillaume Obozinski, Tao Sun, Dorina Thanou, Pan Xu, Jinghui Chen, Lingxiao Wang, Weitong Zhang, Viktor K. Prasanna, Frost Tianjian Xu, MAREK BAWIEC, TYLL KRÜGER, A pre-registered short-term forecasting study of COVID-19 in Germany and Poland during the second wave, Nature Communications, vol. 12 (art. 5173) 2021, s. 1-16. Zobacz w PBN
Viola Priesemann, Rudi Balling, Melanie M Brinkmann, Sandra Ciesek, Thomas Czypionka, Isabella Eckerle, Giulia Giordano, Claudia Hanson, Zdenek Hel, Pirta Hotulainen, Peter Klimek, Armin Nassehi, Andreas Peichl, Matjaz Perc, Elena Petelos, Barbara Prainsack, Ewa Szczurek , An action plan for pan-European defence against new SARS-CoV-2 variants., The Lancet, 397 (10273) 2021, s. 469-470. Zobacz w PBN
Szymon M. Kiełbasa, Julieta Sepúlveda-Yáñez, Ramin Monajemi, Davy Cats, Hailiang Mei, Roberta Menafra, Susan Kloet, Hendrik Veelken, Cornelis A.M. van Bergen, Ewa Szczurek , Shadi Darvish Shafighi , CACTUS: integrating clonal architecture with genomic clustering and transcriptome profiling of single tumor cells, Genome Medicine, 13 (1) 2021, s. 1-16. Zobacz w PBN
Viola Priesemann, Melanie M Brinkmann, Sandra Ciesek, Sarah Cuschieri, Thomas Czypionka, Giulia Giordano, Deepti Gurdasani, Claudia Hanson, Niel Hens, Emil Iftekhar, Michelle Kelly-Irving, Peter Klimek, Mirjam Kretzschmar, Andreas Peichl, Matjaž Perc, Francesco Sannino, Eva Schernhammer, Alexander Schmidt, Anthony Staines, Ewa Szczurek , Calling for pan-European commitment for rapid and sustained reduction in SARS-CoV-2 infections, The Lancet, 397 (10269) 2021, s. 92-93. Zobacz w PBN
Krzysztof Koras, Ewa Kizling, Dilafruz Juraeva, Eike Staub, Ewa Szczurek , Interpretable deep recommender system model for prediction of kinase inhibitor efficacy across cancer cell lines., Scientific Reports, 11 (1) 2021, s. 1-16. Zobacz w PBN
Kieran Elmes, Fabian Schmich, Ewa Szczurek , Jeremy Jenkins, Niko Beerenwinkel, Alex Gavryushkin, Learning epistatic gene interactions from perturbation screens, PLoS One, 16 (7) 2021, s. e0254491:1-22. Zobacz w PBN
Viola Priesemann, Rudi Balling, Simon Bauer, Philippe Beutels, André Calero Valdez, Sarah Cuschieri, Thomas Czypionka, Uga Dumpis, Enrico Glaab, Eva Grill, Pirta Hotulainen, Emil N Iftekhar, Jenny Krutzinna, Christos Lionis, Helena Machado, Carlos Martins, Martin McKee, George N Pavlakis, Matjaž Perc, Elena Petelos, Martyn Pickersgill, Barbara Prainsack, Joacim Rocklöv, Eva Schernhammer, Ewa Szczurek , Sotirios Tsiodras, Steven Van Gucht, Peter Willeit, Towards a European strategy to address the COVID-19 pandemic, The Lancet, 398 (10303) 2021, s. 838-839. Zobacz w PBN

2020

David Lähnemann, Johannes Köster, Ewa Szczurek , Davis J. McCarthy, Stephanie C. Hicks, Mark D. Robinson, Catalina A. Vallejos, Kieran R. Campbell, Niko Beerenwinkel, Ahmed Mahfouz, Luca Pinello, Pavel Skums, Alexandros Stamatakis, Camille Stephan-Otto Attolini, Samuel Aparicio, Jasmijn Baaijens, Marleen Balvert, Buys de Barbanson, Antonio Cappuccio, Giacomo Corleone, Bas E. Dutilh, Maria Florescu, Victor Guryev, Rens Holmer, Katharina Jahn, Thamar Jessurun Lobo, Emma M. Keizer, Indu Khatri, Szymon M. Kielbasa, Jan O. Korbel, Alexey M. Kozlov, Tzu-Hao Kuo, Boudewijn P.F. Lelieveldt, Ion I. Mandoiu, John C. Marioni, Tobias Marschall, Felix Mölder, Amir Niknejad, Lukasz Raczkowski, Marcel Reinders, Jeroen de Ridder, Antoine-Emmanuel Saliba, Antonios Somarakis, Oliver Stegle, Fabian J. Theis, Huan Yang, Alex Zelikovsky, Alice C. McHardy, Benjamin J. Raphael, Sohrab P. Shah, Alexander Schönhuth, Eleven grand challenges in single-cell data science, GENOME BIOLOGY, 21 (1) 2020. Zobacz w PBN
Krzysztof Koras, Dilafruz Juraeva, Julian Kreis, Johanna Mazur, Eike Staub, Eike Staub, Ewa Szczurek , Feature selection strategies for drug sensitivity prediction, Scientific Reports, 10 (1) 2020. Zobacz w PBN

2019

Łukasz Rączkowski, Marcin Możejko, Ewa Szczurek , Joanna Zambonelli, ARA: accurate, reliable and active histopathological image classification framework with Bayesian deep learning, Scientific Reports, 9 (1) 2019, s. 1-12. Zobacz w PBN
Ewa Szczurek , Jerzy Tiuryn , Learning signaling networks from combinatorial perturbations by exploiting siRNA off-target effects, BIOINFORMATICS, 35 (14) 2019, s. i605-i614. Zobacz w PBN

2017

Dariusz Matlak, Ewa Szczurek , Epistasis in genomic and survival data of cancer patients, PLoS Computational Biology, 13 (7) 2017, s. 1-16. Zobacz w PBN
Kee Pang Soh, Ewa Szczurek , Thomas Sakoparnig, Niko Beerenwinkel, Predicting cancer type from tumour DNA signatures, Genome Medicine, 9 (104) 2017, s. 1-11. Zobacz w PBN

2016

Niko Beerenwinkel, Ewa Szczurek , Linear effects models of signaling pathways from combinatorial perturbation data., BIOINFORMATICS, 2016. Zobacz w PBN

2015

Daniel Andritschke, Niko Beerenwinkel, Alain Casanova, Raquel Conde-Alvarez, Christoph Dehio, Sabrina Dilling, Simone Eicher, Mario Emmenlauer, Wolf-Dietrich Hardt, Saskia Kreibich, Shyan Huey Low, Simone Muntweiler, Pauli Rämö, Fabian Schmich, Ewa Szczurek , Christian von Mering, gespeR: a statistical model for deconvoluting off-target-confounded RNA interference screens, GENOME BIOLOGY, 2015. Zobacz w PBN
Niko Beerenwinkel, Simona Constantinescu, Pejman Mohammadi1, Jörg Rahnenführer, Ewa Szczurek , TiMEx: a waiting time model for mutually exclusive cancer alterations, BIOINFORMATICS, 2015. Zobacz w PBN

2014

Navodit Misra, Ewa Szczurek , Martin Vingron, Inferring the paths of somatic evolution in cancer, BIOINFORMATICS, 2014. Zobacz w PBN
Niko Beerenwinkel, Ewa Szczurek , Modeling mutual exclusivity of cancer mutations, PLoS Computational Biology, 2014. Zobacz w PBN
Cécile Arrieumerlou, Niko Beerenwinkel, Houchaima Ben-Tekaya, Peter Bühlmann, Bettina Cardel, Alain Casanova, Raquel Conde-Alvarez, Pascale Cossart, Gábor Csúcs, Christoph Dehio, Anna Drewek, Simone Eicher, Mario Emmenlauer, Urs Greber, Wolf-Dietrich Hardt, Ari Helenius, Christoph Kasper, Andreas Kaufmann, Saskia Kreibich, Peter Kunszt, Andreas Kühbacher, Shyan Huey Low, Jason Mercer, Daria Mudrak, Simone Muntwiler, Lucas Pelkmans, Javier Pizarro-Cerdá, Michael Podvinec, Eva Pujadas, Bernd Rinn, Vincent Rouilly, Pauli Rämö, Fabian Schmich, Juliane Siebourg-Polster, Berend Snijder, Michael Stebler, Gabriel Studer, Ewa Szczurek , Matthias Truttmann, Andreas Vonderheit, Artur Yakimovich, Christian von Mering, Simultaneous analysis of large-scale RNAi screens for pathogen entry, BMC GENOMICS, 2014. Zobacz w PBN

2013

Aleksander Jankowski , Ewa Szczurek , Ralf Jauch, Jerzy Tiuryn , Shyam Prabhakar, Comprehensive prediction in 78 human cell lines reveals rigidity and compactness of transcription factor dimers, Genome Research, 23 (8) 2013, s. 1307-1318. Zobacz w PBN
P. Meyer, H. Klein, S. M. Kielbasa, J. Knisley, N. Chawla, A. K. Rider, F. Mordelet, A. Tan, A. Hartemink, R. S. Pinapati, L. Pinello, S. Emrich, K. Engelen, K. Marchal, G. Stolovitzky, Y. Huang, M. S. Esfahani, R. Dreos, P. Bucher, M. J. Chen, C. Y. Chen, J. M. Knight, S. M. Sahraeian, M. T. Ferdig, Y. A. Tung, Y. S. Chen, G. C. Yuan, Ewa Szczurek , A. Mysickova, M. Vingron, M. B. Kursa, J. Yeung, E. Maier, Y. Saeys, D. Zeevi, P. Meysman, E. Sharon, A. S. Rodriguez, R. Norel, E. Segal, J. Bonnell, D. Knisley, M. Bhattacharjee, G. Siwo, M. J. Sillanpaa, Witold Rudnicki, Inferring gene expression from ribosomal promoter sequences, a crowdsourcing approach, Genome Research, 2013. Zobacz w PBN
Navodit Misra, Ewa Szczurek , Martin Vingron, Synthetic sickness or lethality points at candidate combination therapy targets in glioblastoma, International Journal of Cancer, 2013. Zobacz w PBN

2012

Przemysław Biecek , Ewa Szczurek , Jerzy Tiuryn , Martin Vingron, The R Package bgmm: Mixture Modeling with Uncertain Knowledge, Journal of Statistical Software, 2012. Zobacz w PBN

2011

Przemysław Biecek , Irit Gat-Viks, Florian Markowetz, Ewa Szczurek , Jerzy Tiuryn , Martin Vingron, Deregulation upon DNA damage revealed by joint analysis of context-specific perturbation data, BMC Bioinformatics, 2011. Zobacz w PBN

2010

Przemysław Biecek , Ewa Szczurek , Jerzy Tiuryn , Martin Vingron, Introducing Knowledge into Differential Expression Analysis, Journal of Computational Biology, 2010. Zobacz w PBN

2009

Anna Gambin , Michał Dadlez, J. Dutkowski, Ewa Szczurek , Magdalena Bakun, Classification of peptide mass fingerprint data by novel no-regret boosting method, Computers in Biology and Medicine, 2009. Zobacz w PBN
Irit Gat-Viks, Ewa Szczurek , Jerzy Tiuryn , Martin Vingron, Elucidating regulatory mechanisms downstream of a signaling pathway using informative experiments, Molecular Systems Biology, 2009. Zobacz w PBN
Eugenia Furletova, Anna Gambin , Gregory Kucherov, Sławomir Lasota , Laurent Noé, Mikhail A. Roytberg, Ewa Szczurek , On Subset Seeds for Protein Alignment, IEEE/ACM Transactions on Computational Biology and Bioinformatics, 2009. Zobacz w PBN

2008

Eugenia Furletova, Anna Gambin , Gregory Kucherov, Sławomir Lasota , Laurent Noé, Mikhail A. Roytberg, Ewa Szczurek , Efficient Seeding Techniques for Protein Similarity Search, 2008. Zobacz w PBN