Predicting human olfactory perception from chemical features of odor molecules A Keller, RC Gerkin, Y Guan, A Dhurandhar, G Turu, B Szalai, ... Science 355 (6327), 820-826, 2017 | 276 | 2017 |
Prediction of overall survival for patients with metastatic castration-resistant prostate cancer: development of a prognostic model through a crowdsourced challenge with open … J Guinney, T Wang, TD Laajala, KK Winner, JC Bare, EC Neto, SA Khan, ... The Lancet Oncology 18 (1), 132-142, 2017 | 161 | 2017 |
Stratification of amyotrophic lateral sclerosis patients: a crowdsourcing approach R Kueffner, N Zach, M Bronfeld, R Norel, N Atassi, V Balagurusamy, ... Scientific reports 9 (1), 690, 2019 | 67 | 2019 |
A DREAM challenge to build prediction models for short-term discontinuation of docetaxel in metastatic castration-resistant prostate cancer F Seyednasrollah, DC Koestler, T Wang, SR Piccolo, R Vega, R Greiner, ... JCO clinical cancer informatics 1, 1-15, 2017 | 18 | 2017 |
MDFS: MultiDimensional Feature Selection in R. R Piliszek, K Mnich, S Migacz, P Tabaszewski, A Sulecki, A Polewko-Klim, ... R J. 11 (1), 198, 2019 | 15 | 2019 |
Integration of multiple types of genetic markers for neuroblastoma may contribute to improved prediction of the overall survival A Polewko-Klim, W Lesiński, K Mnich, R Piliszek, WR Rudnicki Biology Direct 13, 1-22, 2018 | 12 | 2018 |
Determination of the interfacial magneto-optical properties in sputtered Fe/Au multilayer structures VNA L. Uba, A. Polewko, S. Uba, R. Gontarz, A.N. Yaresko Physica Status Solidi A 196 (1), 145-148, 2003 | 9 | 2003 |
Sensitivity analysis based on the random forest machine learning algorithm identifies candidate genes for regulation of innate and adaptive immune response of chicken A Polewko-Klim, W Lesiński, AK Golińska, K Mnich, M Siwek, ... Poultry science 99 (12), 6341-6354, 2020 | 8 | 2020 |
Influence of anisotropy and interparticle interactions on the coercivity and remanence in superparamagnetic Fe/Au multilayers A Polewko-Klim, S Uba, L Uba Journal of magnetism and magnetic materials 324 (6), 1193-1200, 2012 | 7 | 2012 |
Bootstrap Bias Corrected Cross Validation applied to Super Learning K Mnich, A Golińska, A Polewko-Klim, W Rudnicki Lecture Notes in Computer Science, 2020 | 6 | 2020 |
Super Learning with Repeated Cross Validation K Mnich, A Polewko-Klim, AK Golińska, W Lesiński, WR Rudnicki 2020 International Conference on Data Mining Workshops (ICDMW), 629-635, 2021 | 4 | 2021 |
Mdfs-multidimensional feature selection R Piliszek, K Mnich, S Migacz, P Tabaszewski, A Sułecki, A Polewko-Klim, ... arXiv preprint arXiv:1811.00631, 2018 | 4 | 2018 |
Robust Data Integration Method for Classification of Biomedical Data A Polewko-Klim, K Mnich, R Witold R. Journal of Medical Systems 45 (45), 1-14, 2021 | 2 | 2021 |
Analysis of ensemble feature selection for correlated high-dimensional RNA-Seq cancer data A Polewko-Klim, W Rudnicki Lecture Notes in Computer Science, 2020 | 2 | 2020 |
Data integration strategy for robust classification of biomedical data A Polewko-Klim, WR Rudnicki Advances in Intelligent Systems and Computing 1160, 596-606,, 2020 | 2 | 2020 |
Optical and magneto-optical study of Fe/Si multilayers L Uba, S Uba, A Polewko-Klim, E Miniuk, T Luciński, P Wandziuk, ... Materials Science-Poland 25 (2), 383-389, 2007 | 2 | 2007 |
Identification of Candidate Therapeutic Genes for More Precise Treatment of Esophageal Squamous Cell Carcinoma and Adenocarcinoma A Polewko-Klim, S Zhu, W Wu, Y Xie, N Cai, K Zhang, Z Zhu, T Qing, ... Frontiers in Genetics 13, 1128, 2022 | 1 | 2022 |
A method for eliminating Faraday rotation in cryostat windows in longitudinal magneto-optical Kerr effect measurements LU A. Polewko-Klim, S. Uba Review of Scientific Instruments 85, 073106, 2014 | 1 | 2014 |
Identification of clinical variables relevant for survival prediction in patients with metastatic castration-resistant prostate cancer W Lesiński, A Polewko-Klim, W Rudnicki Advances in Intelligent Systems and Computing 1160, 2020 | | 2020 |
Zadania i harmonogram A Polewko-Klim Teoretyczne i aplikacyjne aspekty projektów badawczych, 50-60, 2013 | | 2013 |