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| 1 | Peptide specificity of thymic selection of CD4^+ D25^+ T cell显示文摘 | Ratal P Piofr K Leszek l | 2002 | J Immunol2002，168，2： | 1 |
| 2 | Dietary supplementation with phytohemagglutinin in combination withα-ketoglutarate limits the excretion of nitrogen via urinary tract显示文摘 | Rafal F Leszek W Adrian P | 2008 | Ann Agric Environ Med2008，，15： | 1 |
| 3 | Determinants of the reduction in B-type natriuretic pepfide after mitral valve replacement in patients with rheumatic mitral stenosis显示文摘 | Leszek P Klisiewicz A Janas J | 2010 | Clin Physiol Funct Imaging2010，30，47： | 1 |
| 4 | Body mass index and waist hip ratio are not enough to characterize female attractiveness显示文摘 | LESZEK P MILAN C | 2006 | Perception2006，35，12： | 1 |
| 5 | Percutaneous CT-guided biopsy of osseous lesion of the spine in patients with known or suspected malignancy显示文摘 | Eric L Mark HB Leszek P | 2004 | Am J Neuroradiol2004，25，9： | 1 |
| 6 | Fly agarie(Amanita mus carla ) poisoning, case report and reviews 显示文摘 | Leszek S Dorata P Beata B | 2005 | Toxicon2005，，： | 1 |
| 7 | Peptide specificity of thymic selection of CD4^+CD25^+T cell显示文摘 | Rafal P Piofr K Leszek I | 2002 | J Immunol2002，168，2： | 1 |
| 8 | Percutaneous CT-guided biopsy of osseous lesion of the spine in patients with known or suspected malignancy显示文摘 | Erie L Mark HB Leszek P | 2004 | AJNR Am J Neuroradiol2004，25，： | 1 |
| 9 | Myocardial iron homeostasis in advanced chronic heart failure patients 显示文摘 | Leszek P Sochanowicz B Szperl M | 2012 | International Journal of Cardi- ology2012，159，1： | 1 |
| 10 | Determination of Surface Precipitation Type Based on the Data Fusion Approach显示文摘Hazardous events related to atmospheric precipitation depend not only on the intensity of surface precipitation,but also on its type.Uncertainty related to determination of the precipitation type(PT)leads to financial losses in many areas of human activity,such as the power industry,agriculture,transportation,and many more.In this study,we use machine learning(ML)algorithms with the data fusion approach to more accurately determine surface PT.Based on surface synoptic observations,ERA5 reanalysis,and radar data,we distinguish between liquid,mixed,and solid precipitation types.The study domain considers the entire area of Poland and a period from 2015 to 2017.The purpose of this work is to address the question:“How can ML techniques applied in observational and NWP data help to improve the recognition of the surface PT?”Despite testing 33 parameters,it was found that a combination of the near-surface air temperature and the depth of the warm layer in the 0-1000 m above ground level(AGL)layer contains most of the signal needed to determine surface PT.The accrued probability of detection for liquid,solid,and mixed PTs according to the developed Random Forest model is 98.0%,98.8%,and 67.3%,respectively.The application of the ML technique and data fusion approach allows to significantly improve the robustness of PT prediction compared to commonly used baseline models and provides promising results for operational forecasters. | Marek PÓŁROLNICZAK Leszek KOLENDOWICZ Bartosz CZERNECKI Mateusz TASZAREK Gabriella TÓTH | 2021 | Advances in Atmospheric Sciences2021，38，3： | 1 |
| 11 | Peptide specificity of thymic selection of CD4+CD25+T cells显示文摘 | Rafal P Piofa K Leszek I | 2002 | J Immunol2002，168，2： | 1 |
| 12 | Dual antiplatelet therapy and antithrombotic treatment:recommendations and controversies显示文摘 | Leszek B Agnieszka P Michal Z | 2009 | Cardiol J2009，2，16： | 1 |
| 13 | Quantitative structure activity relationship modeling of peptides and proteins as a tool in food secienee 显示文摘 | ARE H P TOMAS L LESZEK S | 2005 | Trends in Food Science and Technology2005，16，11： | 1 |
| 14 | Myocardial iron homeostasis in ad-vanced chronic heart failure patients 显示文摘 | Leszek P Sochanowicz B Szperl M | 2012 | Int J Cardiol2012，159，： | 1 |
| 15 | Raman spectroscopic characterization of graphites : a re-evaluation of spectra/structure correlation 显示文摘 | Leszek N Jagodzinsk P W | 1993 | Carbon1993，31，8： | 1 |
| 16 | Modulated free-carrier absorp- tion in silicon a spectroscopy approach 显示文摘 | LESZEK B ALEKSY P | 2015 | Physica Sta- tus Solidi (B)2015，252，6： | 1 |
| 17 | The frequency of risk factors of thromboembolic and hemorrhagic complications in patients treated with oral anticoagulants after heart valve replacement 显示文摘 | Zielinski T Browarek A Leszek P | 2005 | Pol Merkur Lekarski2005，18，107： | 1 |
| 18 | Angiotensin-converting enzyme 2 (ACE2) gene polymorphisms and long-term survival in advanced heart failure 显示文摘 | Leszek P Ciechanowicz A Szperl M | 1996 | J Card Fail1996，2，3： | 1 |
| 19 | Discovery of ligands for nurrl by combined use of NMR screening with different isotopic and spin - labeling strategies显示文摘 | Leszek P Timothy SH Christopher M | 2007 | J Biomol Screen2007，12，： | 1 |
| 20 | Determinants of the reductionIn B-type natriuretic peptide after mitral valve replacement in pa-tients with rheumatic mitral stenosis 显示文摘 | Leszek P Klisiewicz A Janas J | 2010 | Clin Physiol Funct Imag-ing2010，30，47： | 1 |
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