Małgorzata Bach

416 total citations
15 papers, 212 citations indexed

About

Małgorzata Bach is a scholar working on Artificial Intelligence, Orthopedics and Sports Medicine and Surgery. According to data from OpenAlex, Małgorzata Bach has authored 15 papers receiving a total of 212 indexed citations (citations by other indexed papers that have themselves been cited), including 7 papers in Artificial Intelligence, 6 papers in Orthopedics and Sports Medicine and 5 papers in Surgery. Recurrent topics in Małgorzata Bach's work include Bone health and osteoporosis research (6 papers), Hip and Femur Fractures (5 papers) and Imbalanced Data Classification Techniques (4 papers). Małgorzata Bach is often cited by papers focused on Bone health and osteoporosis research (6 papers), Hip and Femur Fractures (5 papers) and Imbalanced Data Classification Techniques (4 papers). Małgorzata Bach collaborates with scholars based in Poland. Małgorzata Bach's co-authors include Aleksandra Werner, Wojciech Pluskiewicz, Joanna Żywiec, Bogna Drozdzowska, Piotr Adamczyk, W Grzeszczak, Marek Sikora, Daniel Kostrzewa, Aleksandra Gruca and Michał Kozielski and has published in prestigious journals such as Scientific Reports, Information Sciences and Applied Sciences.

In The Last Decade

Małgorzata Bach

14 papers receiving 206 citations

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Małgorzata Bach Poland	6	116	40	33	25	19	15	212
Suvendu Kumar Mohapatra India	7	73 0.6×	20 0.5×	75 2.3×	3 0.1×	40 2.1×	12	293
Sotiris K. Tasoulis Greece	10	102 0.9×	28 0.7×	3 0.1×	7 0.3×	14 0.7×	47	269
Terence A. Etchells United Kingdom	10	139 1.2×	3 0.1×	23 0.7×	20 0.8×	25 1.3×	23	325
Imam Fahrurrozi Indonesia	6	69 0.6×	41 1.0×	54 1.6×		42 2.2×	14	274
Jacek Kluska Poland	10	104 0.9×	21 0.5×	17 0.5×		11 0.6×	20	272
N Moradzadeh United States	3	165 1.4×	17 0.4×	19 0.6×	2 0.1×	20 1.1×	6	341
Miloš Jovanović Serbia	9	125 1.1×	8 0.2×	31 0.9×	3 0.1×	65 3.4×	22	269
Athanasios Tsakonas Greece	11	230 2.0×	11 0.3×	5 0.2×	10 0.4×	33 1.7×	36	376
Sashikanta Prusty India	6	80 0.7×	18 0.5×	20 0.6×	1 0.0×	15 0.8×	22	213
Kung-Min Wang Taiwan	5	133 1.1×	19 0.5×	63 1.9×		13 0.7×	7	206

Countries citing papers authored by Małgorzata Bach

Since Specialization

Citations

This map shows the geographic impact of Małgorzata Bach's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Małgorzata Bach with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Małgorzata Bach more than expected).

Fields of papers citing papers by Małgorzata Bach

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Małgorzata Bach. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Małgorzata Bach. The network helps show where Małgorzata Bach may publish in the future.

Co-authorship network of co-authors of Małgorzata Bach

This figure shows the co-authorship network connecting the top 25 collaborators of Małgorzata Bach. A scholar is included among the top collaborators of Małgorzata Bach based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Małgorzata Bach. Małgorzata Bach is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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15 of 15 papers shown

Pluskiewicz, Wojciech, Aleksandra Werner, Małgorzata Bach, Piotr Adamczyk, & Bogna Drozdzowska. (2024). Fracture risk prediction in postmenopausal women from GO Study: the comparison between FRAX, Garvan, and POL-RISK algorithms. Archives of Osteoporosis. 19(1). 39–39. 2 indexed citations

Pluskiewicz, Wojciech, Piotr Adamczyk, Aleksandra Werner, Małgorzata Bach, & Bogna Drozdzowska. (2023). Height Loss Is an Independent Predictor of Fracture Incidence in Postmenopausal Women: The Results from the Gliwice Osteoporosis Study (GO Study). Biomedicines. 11(8). 2231–2231. 3 indexed citations

Pluskiewicz, Wojciech, Aleksandra Werner, Małgorzata Bach, Piotr Adamczyk, & Bogna Drozdzowska. (2023). Optimal fracture prediction thresholds for therapy onset, established from FRAX and Garvan algorithms: a longitudinal observation of the population representative female cohort from the RAC-OST-POL Study. Archives of Osteoporosis. 18(1). 136–136. 2 indexed citations

Pluskiewicz, Wojciech, Piotr Adamczyk, Aleksandra Werner, Małgorzata Bach, & Bogna Drozdzowska. (2023). POL-RISK: an algorithm for 10-year fracture risk prediction in the postmenopausal women from the RAC-OST-POL Study. Polskie Archiwum Medycyny Wewnętrznej. 133(3). 7 indexed citations

Bach, Małgorzata, et al.. (2023). CLEANSE – Cluster-based Undersampling Method. Procedia Computer Science. 225. 4541–4550. 2 indexed citations

Bach, Małgorzata. (2022). New Undersampling Method Based on the kNN Approach. Procedia Computer Science. 207. 3403–3412. 6 indexed citations

Bach, Małgorzata, et al.. (2022). The Impact of Environmental and Genetic Factors on Bone Quality in Monozygotic and Dizygotic Twins. Biomedicines. 10(10). 2360–2360. 2 indexed citations

Żyła, Joanna, Małgorzata Bach, Aleksandra Werner, et al.. (2021). Symptom-based early-stage differentiation between SARS-CoV-2 versus other respiratory tract infections—Upper Silesia pilot study. Scientific Reports. 11(1). 13580–13580. 5 indexed citations

Kozielski, Michał, Małgorzata Bach, Aleksandra Gruca, et al.. (2021). Screening Support System Based on Patient Survey Data—Case Study on Classification of Initial, Locally Collected COVID-19 Data. Applied Sciences. 11(22). 10790–10790. 5 indexed citations

10.

Bach, Małgorzata, et al.. (2021). A hierarchy of finite state machines as a scenario player in interactive training of pilots in flight simulators. International Journal of Applied Mathematics and Computer Science. 31(4). 4 indexed citations

11.

Kozielski, Michał, Aleksandra Gruca, Joanna Żyła, et al.. (2021). Enhancement of COVID-19 symptom-based screening with quality-based classifier optimisation. Bulletin of the Polish Academy of Sciences Technical Sciences. 137349–137349. 2 indexed citations

12.

Bach, Małgorzata, et al.. (2019). The Proposal of Undersampling Method for Learning from Imbalanced Datasets. Procedia Computer Science. 159. 125–134. 58 indexed citations

13.

Adamczyk, Piotr, Aleksandra Werner, Małgorzata Bach, et al.. (2017). Risk Factors for Fractures Identified in the Algorithm Developed in 5-Year Follow-Up of Postmenopausal Women From RAC-OST-POL Study. Journal of Clinical Densitometry. 21(2). 213–219. 12 indexed citations

14.

Bach, Małgorzata, Aleksandra Werner, Joanna Żywiec, & Wojciech Pluskiewicz. (2016). The study of under- and over-sampling methods’ utility in analysis of highly imbalanced data on osteoporosis. Information Sciences. 384. 174–190. 102 indexed citations

15.

Bach, Małgorzata, et al.. (2013). Bazy danych a chmury obliczeniowe. Digital Library of the Silesian University of Technology (Silesian University of Technology). 33. 9–25.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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