Melanie Osl

647 total citations
18 papers, 404 citations indexed

About

Melanie Osl is a scholar working on Molecular Biology, Artificial Intelligence and Spectroscopy. According to data from OpenAlex, Melanie Osl has authored 18 papers receiving a total of 404 indexed citations (citations by other indexed papers that have themselves been cited), including 10 papers in Molecular Biology, 6 papers in Artificial Intelligence and 6 papers in Spectroscopy. Recurrent topics in Melanie Osl's work include Metabolomics and Mass Spectrometry Studies (6 papers), Machine Learning and Data Classification (4 papers) and Advanced Proteomics Techniques and Applications (3 papers). Melanie Osl is often cited by papers focused on Metabolomics and Mass Spectrometry Studies (6 papers), Machine Learning and Data Classification (4 papers) and Advanced Proteomics Techniques and Applications (3 papers). Melanie Osl collaborates with scholars based in Austria, United States and Germany. Melanie Osl's co-authors include Lucila Ohno‐Machado, Christian Baumgärtner, Xiaoqian Jiang, Jihoon Kim, Michael Netzer, Stephan Dreiseitl, Bernhard Pfeifer, Daniela Baumgartner, Helmut Klocker and B. Tilg and has published in prestigious journals such as Bioinformatics, Journal of the American Medical Informatics Association and Journal of Biomedical Informatics.

In The Last Decade

Melanie Osl

17 papers receiving 383 citations

Peers

Melanie Osl

SPECT

CVPR

Yong Mao China

B. Dolenko Canada

Guang‐Hui Fu China

Alvaro Ulloa United States

Ladislav Rampášek Canada

Haithem Taha Mohammad Ali Iraq

Noha A. Yousri Egypt

Julia Weng Taiwan

Dong Tong United Kingdom

Yong Mao China

Melanie Osl

156 ×0.9

57 ×0.4

27 ×0.4

SPECT

23 ×0.6

27 ×0.8

CVPR

Citations per year, relative to Melanie Osl Melanie Osl (= 1×) peers Yong Mao

Countries citing papers authored by Melanie Osl

Since Specialization

Citations

This map shows the geographic impact of Melanie Osl'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 Melanie Osl with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Melanie Osl more than expected).

Fields of papers citing papers by Melanie Osl

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Melanie Osl. 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 Melanie Osl. The network helps show where Melanie Osl may publish in the future.

Co-authorship network of co-authors of Melanie Osl

This figure shows the co-authorship network connecting the top 25 collaborators of Melanie Osl. A scholar is included among the top collaborators of Melanie Osl 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 Melanie Osl. Melanie Osl is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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18 of 18 papers shown

Pallua, Johannes Dominikus, Georg Schaefer, Christof Seifarth, et al.. (2013). MALDI-MS tissue imaging identification of biliverdin reductase B overexpression in prostate cancer. Journal of Proteomics. 91. 500–514. 41 indexed citations

Dreiseitl, Stephan & Melanie Osl. (2012). Testing the calibration of classification models from first principles.. PubMed. 2012. 164–9. 8 indexed citations

Baumgärtner, Christian, Melanie Osl, Michael Netzer, & Daniela Baumgartner. (2011). Bioinformatic-driven search for metabolic biomarkers in disease. PubMed. 1(1). 2–2. 50 indexed citations

Jiang, Xiaoqian, Melanie Osl, Jihoon Kim, & Lucila Ohno‐Machado. (2011). Calibrating predictive model estimates to support personalized medicine. Journal of the American Medical Informatics Association. 19(2). 263–274. 108 indexed citations

Jiang, Xiaoqian, Melanie Osl, Jihoon Kim, & Lucila Ohno‐Machado. (2011). Smooth isotonic regression: a new method to calibrate predictive models.. PubMed. 2011. 16–20. 23 indexed citations

Netzer, Michael, et al.. (2010). An Epidemiological Modeling and Data Integration Framework. Methods of Information in Medicine. 49(3). 290–293. 4 indexed citations

Dreiseitl, Stephan, Melanie Osl, Christian Baumgärtner, & Staal A. Vinterbo. (2010). An evaluation of heuristics for rule ranking. Artificial Intelligence in Medicine. 50(3). 175–180. 2 indexed citations

Dreiseitl, Stephan, et al.. (2010). Outlier Detection with One-Class SVMs: An Application to Melanoma Prognosis.. PubMed. 2010. 172–6. 23 indexed citations

Osl, Melanie, et al.. (2010). Effect of data combination on predictive modeling: a study using gene expression data.. PubMed. 2010. 567–71. 7 indexed citations

10.

Handler, Michael, Georg Schäfer, Michael Netzer, et al.. (2010). A WORKFLOW FOR PREPROCESSING AND PROTEOMIC BIOMARKER IDENTIFICATION ON MASS-SPECTROMETRY DATA. 1 indexed citations

11.

Osl, Melanie, et al.. (2009). Demoting redundant features to improve the discriminatory ability in cancer data. Journal of Biomedical Informatics. 42(4). 721–725. 13 indexed citations

12.

Osl, Melanie. (2009). On the Combination of Logistic Regression and Local Probability Estimates. Cosmopolitan Civil Societies: An Interdisciplinary Journal (University of Technology Sydney). 5(2). 1 indexed citations

13.

Netzer, Michael, Gunda Millonig, Melanie Osl, et al.. (2009). A new ensemble-based algorithm for identifying breath gas marker candidates in liver disease using ion molecule reaction mass spectrometry. Bioinformatics. 25(7). 941–947. 59 indexed citations

14.

Pfeifer, Bernhard, Michael Seger, Michael Netzer, et al.. (2009). An Epidemiologic Modeling and data integration framework. 1–7.

15.

Osl, Melanie, Lucila Ohno‐Machado, Christian Baumgärtner, B. Tilg, & Stephan Dreiseitl. (2008). Improving calibration of logistic regression models by local estimates.. PubMed. 535–9. 3 indexed citations

16.

Osl, Melanie, Stephan Dreiseitl, Bernhard Pfeifer, et al.. (2008). A new rule-based algorithm for identifying metabolic markers in prostate cancer using tandem mass spectrometry. Bioinformatics. 24(24). 2908–2914. 56 indexed citations

17.

Osl, Melanie, Christian Baumgärtner, B. Tilg, & Stephan Dreiseitl. (2008). On the Combination of Logistic Regression and Local Probability Estimates. 58. 124–128. 1 indexed citations

18.

Plant, Claudia, Melanie Osl, B. Tilg, & Christian Baumgärtner. (2006). Feature Selection on High Throughput SELDI-TOF Mass-Spectrometry Data for Identifying Biomarker Candidates in Ovarian and Prostate Cancer. 94. 174–179. 4 indexed citations

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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