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Christian Baumgartner

Univ.-Prof. Dipl.-Ing. Dr.techn.

1976 …2022
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Research Output 1996 2019

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2019

Ensemble Based Approach for Time Series Classification in Metabolomics

Netzer, M., Hanser, F., Breit, M., Weinberger, K. M., Baumgartner, C. & Baumgarten, D., 2019, dHealth 2019 - From eHealth to dHelath: Proceedings of the 13th Health Informatics Meets Digital Health Conference. Hayn, D., Eggerth, A. & Schreier, G. (eds.). IOS Press, p. 89-96 8 p. (Studies in health technology and informatics; vol. 260).

Research output: Chapter in Book/Report/Conference proceedingChapterResearchpeer-review

Open Access
Metabolomics
Metabolites
Time series
Ergometry
Informatics
2018

Development of a Clinical Decision Support System in Intensive Care

Pflanzl-Knizacek, L., Bergmoser, K. M., Mattersdorfer, K., Schilcher, G. & Baumgartner, C., 2018, Studies in Health Technology and Informatics. IOS Press, p. 247-254

Research output: Chapter in Book/Report/Conference proceedingChapterResearchpeer-review

Die Benannte Stelle - Notified Body

Schröttner, J. & Baumgartner, C., 2018, Anforderungen an Medizinprodukte: Praxisleitfaden für Hersteller und Zulieferer. Harer, J. & Baumgartner, C. (eds.). 3 ed. München: Carl Hanser Verlag GmbH & Co. KG, p. 433-448 17 p.

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

Improving Fluid Management in Critical Care – Towards the ICU of the Future

Bergmoser, K. M., Pflanzl-Knizacek, L., Hafner, M., Schilcher, G. & Baumgartner, C., 2018, Studies in Health Technology and Informatics. IOS Press, p. 47-54

Research output: Chapter in Book/Report/Conference proceedingChapterResearchpeer-review

Sicherheitstechnische Anforderungen

Neubauer, R., Schröttner, J. & Baumgartner, C., 2018, Anforderungen an Medizinprodukte: Praxisleitfaden für Hersteller und Zulieferer. Harer, J. & Baumgartner, C. (eds.). 3 ed. München: Carl Hanser Verlag GmbH & Co. KG, p. 151-170 19 p.

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

2016

Clinical Bioinformatics for Biomarker Discovery in Targeted Metabolomics

Breit, M., Baumgartner, C., Netzer, M. & Weinberger, K. M., 2016, Application of Clinical Bioinformatics. 1 ed. Dordrecht: Springer Netherlands, Vol. Volume 11. p. 211-238 (Translational Bioinformatics).

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

Standards and Regulations for (Bio)Medical Software

Schröttner, J., Neubauer, R. & Baumgartner, C., 2016, Application of Clinical Bioinformatics. 1 ed. Dordrecht: Springer Netherlands, Vol. Volume 11. p. 307-319 (Translational Bioinformatics).

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

The Era of Big Data: From Data-Driven Research to Data-Driven Clinical Care

Baumgartner, C., 2016, Application of Clinical Bioinformatics. 1 ed. Dordrecht: Springer Netherlands, Vol. Volume 11. p. 1-22 (Translational Bioinformatics).

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

2015

Data handling and analysis in metabolomics

Breit, M., Baumgartner, C. & Weinberger, K. M., 2015, Current Applications of Chemometrics. Rolin, D. (ed.). 1 ed. New York: Nova Sciences Publishers, Inc, p. 181-203

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

Knowledge Discovery in Proteomic Mass Spectrometry Data

Netzer, M., Handler, M., Pfeifer, B., Dander, A. & Baumgartner, C., 2015, Emerging Trends in Computational Biology, Bioinformatics, and Systems Biology - Algorithms and Software Tools. 1 ed. Elsevier B.V., p. 503-517

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

2012

Applied data mining: from biomarker discovery to decision support systems

Osl, M., Netzer, M., Dreiseitl, S. & Baumgartner, C., 2012, Computational Medicine - Tools and Challenges. 1 ed. Springer, p. 173-184

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

2011

Data integration on biomedical data using semantic web technologies

Kienast, R. & Baumgartner, C., 2011, Bioinformatics - Trends and Methodologies. 1 ed. Rijeka: InTech, p. 57-82

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

KD3: Knowledge Discovery in Database Design tool for workflow-based exploration of biomedical data sets

Dander, A., Handler, M., Netzer, M., Pfeifer, B., Seger, M. & Baumgartner, C., 2011, Transactions on Large-Scale Data- and Knowledge-Centered Systems IV. 1 ed. Berlin Heidelberg: Springer, Vol. 6990. p. 148-157 (Lecture Notes in Computer Science).

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

2010

Ensemble Feature Selection in Biomedical Applications

Netzer, M. & Baumgartner, C., 2010, Database Technology for Life Sciences and Medicine. 1 ed. World Scientific Publishing, Vol. Volume 6. p. 221-239 (Science, Engineering, and Biology Informatics).

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

2009

Classifier Combination

Osl, M., Baumgartner, C. & Dreiseitl, S., 2009, Biomedical and Environmental Sensing. 1 ed. Aalborg: River Publishers, p. 279-294

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

Integrative Approach for Combining TNFα-NFκB Mathematical Model to a Protein Interaction Connectivity Map

Visvanathan, M., Pfeifer, B., Baumgartner, C. & Lushington, G. H., 2009, Bioinformatics Research and Applications. 1 ed. Berlin Heidelberg: Springer Verlag, Vol. 5542. p. 63-74 (Lecture Notes in Computer Science).

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

2007

Data mining and knowledge discovery in metabolomics

Baumgartner, C. & Graber, A., 2007, Successes and new directions in data mining. 1 ed. Hershey: Information Science Reference - Imprint of: IGI Publishing, p. 141-166

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

2006

Supervised machine learning techniques for the classification of metabolic disorders in newborns

Baumgartner, C., Baumgartner, D., Marini, G., Weinberger, K. M., Olgemöller, B., Liebl, B. & Roscher, A. A., 2006, IMIA Yearbook of Medical Informatics. 1 ed. Stuttgart: Schattauer Verlagsgesellschaft mbH, p. 105-105 (Assessing Information Technologies for Health).

Research output: Chapter in Book/Report/Conference proceedingChapterResearch