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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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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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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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 Clinical Variables Relevant for Survival Prediction in Patients with Metastatic Castration-Resistant Prostate Cancer von Lesiński, Wojciech, Polewko-Klim, Aneta, Rudnicki, Witold R.

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Towards Prediction of Heart Arrhythmia Onset Using Machine Learning von Kitlas Golińska, Agnieszka, Lesiński, Wojciech, Przybylski, Andrzej, Rudnicki, Witold R.

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Predicting human olfactory perception from chemical features of odor molecules von Keller, Andreas, Gerkin, Richard C., Guan, Yuanfang, Dhurandhar, Amit, Turu, Gabor, Szalai, Bence, Mainland, Joel D., Ihara, Yusuke, Yu, Chung Wen, Wolfinger, Russ, Vens, Celine, Schietgat, Leander, De Grave, Kurt, Norel, Raquel, Stolovitzky, Gustavo, Cecchi, Guillermo A., Vosshall, Leslie B., Meyer, Pablo

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Vibrations of Injection Machine von Piliszek, Radosław Piliszek, Lesiński, Wojciech Lesiński, Mnich, Krzysztof Mnich, Golińska, Agnieszka Golińska, Młodzianowski, Dorian Młodzianowski, Markiewicz, Grzegorz Markiewicz, Jałbrzykowski, Marek Jałbrzykowski, Rudnicki, Witold R. Rudnicki

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Prediction of overall survival for patients with metastatic castration-resistant prostate cancer: development of a prognostic model through a crowdsourced challenge with open clini... von Guinney, Justin, PhD, Wang, Tao, PhD, Laajala, Teemu D, MSc, Winner, Kimberly Kanigel, PhD, Bare, J Christopher, BS, Neto, Elias Chaibub, PhD, Khan, Suleiman A, PhD, Peddinti, Gopal, PhD, Airola, Antti, PhD, Pahikkala, Tapio, PhD, Mirtti, Tuomas, MD, Yu, Thomas, BS, Bot, Brian M, MS, Shen, Liji, PhD, Abdallah, Kald, MD, Norman, Thea, PhD, Friend, Stephen, MD, Stolovitzky, Gustavo, PhD, Soule, Howard, PhD, Sweeney, Christopher J, MBBS, Ryan, Charles J, Prof, Scher, Howard I, Prof, Sartor, Oliver, Prof, Xie, Yang, PhD, Aittokallio, Tero, Prof, Zhou, Fang Liz, MD, Costello, James C, Dr

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Stratification of amyotrophic lateral sclerosis patients: a crowdsourcing approach von Kueffner, Robert, Zach, Neta, Bronfeld, Maya, Norel, Raquel, Atassi, Nazem, Balagurusamy, Venkat, Di Camillo, Barbara, Chio, Adriano, Cudkowicz, Merit, Dillenberger, Donna, Garcia-Garcia, Javier, Hardiman, Orla, Hoff, Bruce, Knight, Joshua, Leitner, Melanie L., Li, Guang, Mangravite, Lara, Norman, Thea, Wang, Liuxia, Xiao, Jinfeng, Fang, Wen-Chieh, Peng, Jian, Yang, Chen, Chang, Huan-Jui, Stolovitzky, Gustavo

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Decision Trees and Their Families in Imbalanced Pattern Recognition: Recognition with and without Rejection von Homenda, Wladyslaw, Lesinski, Wojciech

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Modelling Human Cognitive Processes: Unipolar Vs Bipolar Uncertainty von Jastrzebska, Agnieszka, Lesinski, Wojciech, Rybnik, Mariusz

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A Robust Machine Learning Protocol for Prediction of Prostate Cancer Survival at Multiple Time-Horizons von Lesiński, Wojciech, Rudnicki, Witold R.

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Features Selection in Character Recognition with Random Forest Classifier von Homenda, Wladyslaw, Lesinski, Wojciech

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Stratification of amyotrophic lateral sclerosis patients: a crowdsourcing approach von Kueffner, Robert, Zach, Neta, Bronfeld, Maya, Norel, Raquel, Atassi, Nazem, Balagurusamy, Venkat, Di Camillo, Barbara, Chio, Adriano, Cudkowicz, Merit, Dillenberger, Donna, Garcia-Garcia, Javier, Hardiman, Orla, Hoff, Bruce, Knight, Joshua, Leitner, Melanie L, Li, Guang, Mangravite, Lara, Norman, Thea, Wang, Liuxia, Alkallas, Rached, Anghel, Catalina, Avril, Jeanne, Bacardit, Jaume, Balser, Barbara, Balser, John, Bar-Sinai, Yoav, Ben-David, Noa, Ben-Zion, Eyal, Bliss, Robin, Cai, Jialu, Chernyshev, Anatoly, Chiang, Jung-Hsien, Chicco, Davide, Corriveau, Bhavna Ahuja Nicole, Dai, Junqiang, Deshpande, Yash, Desplats, Eve, Durgin, Joseph S, Espiritu, Shadrielle Melijah G, Fan, Fan, Fevrier, Philippe, Fridley, Brooke L, Godzik, Adam, Golinska, Agnieszka, Gordon, Jonathan, Graw, Stefan, Guo, Yuelong, Herpelinck, Tim, Hopkins, Julia, Huang, Barbara, Jacobsen, Jeremy, Jahandideh, Samad, Jeon, Jouhyun, Ji, Wenkai, Jung, Kenneth, Karanevich, Alex, Koestler, Devin C, Kozak, Michael, Kurz, Christoph, Lalansingh, Christopher, Larrieu, Thomas, Lazzarini, Nicola, Lerner, Boaz, Lesinski, Wojciech, Liang, Xiaotao, Lin, Xihui, Lowe, Jarrett, Mackey, Lester, Meier, Richard, Min, Wenwen, Mnich, Krzysztof, Nahmias, Violette, Noel-MacDonnell, Janelle, O'Donnell, Adrienne, Paadre, Susan, Park, Ji, Polewko-Klim, Aneta, Raghavan, Rama, Rudnicki, Witold, Saghapour, Ehsan, Salomond, Jean-Bernard, Sankaran, Kris, Sendorek, Dorota, Sharan, Vatsal, Shiah, Yu-Jia, Sirois, Jean-Karl, Sumanaweera, Dinithi N, Usset, Joseph, Vang, Yeeleng S, Vens, Celine, Wadden, Dave, Wang, David, Wong, Wing Chung, Xie, Xiaohui, Xu, Zhiqing, Yang, Hsih-Te, Yu, Xiang, Zhang, Haichen, Zhang, Li, Zhang, Shihua

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Optical Music Recognition: Standard and Cost-Sensitive Learning with Imbalanced Data von Lesinski, Wojciech, Jastrzebska, Agnieszka

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Fig. 1 in Hibernation of bats in post-Soviet military objects in Poland von WOJTASZYN, Grzegorz, STEPHAN, Wojciech, RUTKOWSKI, Tomasz, JAROS, Jarosław, IGNACZAK, Maurycy, LESIŃSKI, Grzegorz

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