HCS—hierarchical algorithm for simulation of omics datasets von Stomma, Piotr, Rudnicki, Witold R

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Feature Selection with the Boruta Package von Kursa, Miron B., Rudnicki, Witold R.

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Sensitivity analysis based on the random forest machine learning algorithm identifies candidate genes for regulation of innate and adaptive immune response of chicken von Polewko-Klim, Aneta, Lesiński, Wojciech, Golińska, Agnieszka Kitlas, Mnich, Krzysztof, Siwek, Maria, Rudnicki, Witold R.

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Prediction of Alternative Drug-Induced Liver Injury Classifications Using Molecular Descriptors, Gene Expression Perturbation, and Toxicology Reports von Lesiński, Wojciech, Mnich, Krzysztof, Rudnicki, Witold R.

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Amino acid properties conserved in molecular evolution von Rudnicki, Witold R, Mroczek, Teresa, Cudek, Paweł

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Integration of human cell lines gene expression and chemical properties of drugs for Drug Induced Liver Injury prediction von Lesiński, Wojciech, Mnich, Krzysztof, Golińska, Agnieszka Kitlas, Rudnicki, Witold R

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Integration of multiple types of genetic markers for neuroblastoma may contribute to improved prediction of the overall survival von Polewko-Klim, Aneta, Lesiński, Wojciech, Mnich, Krzysztof, Piliszek, Radosław, Rudnicki, Witold R

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Identification of Candidate Therapeutic Genes for More Precise Treatment of Esophageal Squamous Cell Carcinoma and Adenocarcinoma von Polewko-Klim, Aneta, Zhu, Sibo, Wu, Weicheng, Xie, Yijing, Cai, Ning, Zhang, Kexun, Zhu, Zhen, Qing, Tao, Yuan, Ziyu, Xu, Kelin, Zhang, Tiejun, Lu, Ming, Ye, Weimin, Chen, Xingdong, Suo, Chen, Rudnicki, Witold R

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Prediction of the apple scab using machine learning and simple weather stations von Wrzesień, Mariusz, Treder, Waldemar, Klamkowski, Krzysztof, Rudnicki, Witold R.

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Computational Analysis Identifies Novel Biomarkers for High-Risk Bladder Cancer Patients von Piliszek, Radosław, Brożyna, Anna A., Rudnicki, Witold R.

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Evaluation of methods for modeling transcription factor sequence specificity von Weirauch, Matthew T, Cote, Atina, Norel, Raquel, Annala, Matti, Zhao, Yue, Riley, Todd R, Saez-Rodriguez, Julio, Cokelaer, Thomas, Vedenko, Anastasia, Talukder, Shaheynoor, Bussemaker, Harmen J, Morris, Quaid D, Bulyk, Martha L, Stolovitzky, Gustavo, Hughes, Timothy R

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The need for standardisation in life science research - an approach to excellence and trust. [version 2; peer review: 3 approved] von Hollmann, Susanne, Kremer, Andreas, Baebler, Špela, Trefois, Christophe, Gruden, Kristina, Rudnicki, Witold R, Tong, Weida, Gruca, Aleksandra, Bongcam-Rudloff, Erik, Evelo, Chris T, Nechyporenko, Alina, Frohme, Marcus, Šafránek, David, Regierer, Babette, D'Elia, Domenica

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Robust Data Integration Method for Classification of Biomedical Data von Polewko-Klim, Aneta, Mnich, Krzysztof, Rudnicki, Witold R.

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Antimicrobial resistance in diverse urban microbiomes: uncovering patterns and predictive markers von Brizola Toscan, Rodolfo, Lesiński, Wojciech, Stomma, Piotr, Subramanian, Balakrishnan, Łabaj, Paweł P., Rudnicki, Witold R.

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Parallel Implementation of a Sequential Markov Chain in Monte Carlo Simulations of Physical Systems with Pairwise Interactions von Migacz, Szymon, Dutka, Kajetan, Gumienny, Przemysław, Marchwiany, Maciej, Gront, Dominik, Rudnicki, Witold R

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The need for standardisation in life science research - an approach to excellence and trust. [version 1; peer review: 3 approved] von Hollmann, Susanne, Kremer, Andreas, Baebler, Špela, Trefois, Christophe, Gruden, Kristina, Rudnicki, Witold R, Tong, Weida, Gruca, Aleksandra, Bongcam-Rudloff, Erik, Evelo, Chris T, Nechyporenko, Alina, Frohme, Marcus, Šafránek, David, Regierer, Babette, D'Elia, Domenica

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Efficacy of 2-halogen substituted D-glucose analogs in blocking glycolysis and killing hypoxic tumor cells von LAMPIDIS, Theodore J, KURTOGLU, Metin, LESYNG, Bogdan, PRIEBE, Waldemar, MAHER, Johnathan C, HUAPING LIU, KRISHAN, Awtar, SHEFT, Valerie, SZYMANSKI, Slawomir, FOKT, Izabela, RUDNICKI, Witold R, GINALSKI, Krzysztof

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All-relevant feature selection using multidimensional filters with exhaustive search von Mnich, Krzysztof, Rudnicki, Witold R.

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Application of all-relevant feature selection for the failure analysis of parameter-induced simulation crashes in climate models von Paja, Wiesław, Wrzesien, Mariusz, Niemiec, RafaÅ, Rudnicki, Witold R

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Hydration free energy of a Model Lennard-Jones solute particle: microscopic Monte Carlo simulation studies, and interpretation based on mesoscopic models von Gruziel, Magdalena, Rudnicki, Witold R, Lesyng, Bogdan

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