Aleksandra Werner

The study of under- and over-sampling methods’ utility in analysis of highly imbalanced data on osteoporosis

Małgorzata Bach, Aleksandra Werner, Joanna Żywiec et al. · Information Sciences · 2016 · 145 citations

Bone Disease, Class Imbalance, Sampling Technique +9

The Proposal of Undersampling Method for Learning from Imbalanced Datasets

Małgorzata Bach, Aleksandra Werner, Mateusz Palt · Procedia Computer Science · 2019 · 97 citations · Full text

Engineering, Machine Learning, Majority Class Examples +16

Experimental pyelonephritis. IX. The bacteriological course and morphological consequences of staphylococcal pyelonephritis in the rat, with consideration of the specificity of the pathological changes observed.

Lawrence R. Freedman, Aleksandra Werner, David Beck et al. · PubMed · 1961 · 30 citations

Bacteriological Course, Experimental Pyelonephritis, Urology +1

Risk Factors for Fractures Identified in the Algorithm Developed in 5-Year Follow-Up of Postmenopausal Women From RAC-OST-POL Study

Piotr Adamczyk, Aleksandra Werner, Małgorzata Bach et al. · Journal of Clinical Densitometry · 2017 · 14 citations

Skeletal Trauma, Rac-ost-pol Study, Gynecology +9

Symptom-based early-stage differentiation between SARS-CoV-2 versus other respiratory tract infections—Upper Silesia pilot study

Justyna Mika, Joanna Tobiasz, Anna Papież et al. · Scientific Reports · 2021 · 10 citations · Full text