Photo of Christian Baumgartner

Christian Baumgartner

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

1976 …2022
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Research Output 1996 2019

A bioinformatics framework for genotype-phenotype correlation in humans with Marfan syndrome caused by FBN1 gene mutations

Baumgartner, C., Mátyás, G., Steinmann, B., Eberle, M., Stein, J. I. & Baumgartner, D., 2006, In : Journal of biomedical informatics. 39, 2, p. 171-183

Research output: Contribution to journalArticleResearchpeer-review

A Cellular Automation Framework for Infectious Disease Spread Simulation

Pfeifer, B., Kugler, K. G., Tejada, M. M., Baumgartner, C., Seger, M., Osl, M., Netzer, M., Handler, M., Dander, A., Wurz, M., Graber, A. & Tilg, B., 2008, In : The open medical informatics journal. 2, p. 70-81

Research output: Contribution to journalArticleResearchpeer-review

Achieving elongated lesions employing cardiac cryoablation: a preclinical evaluation study

Seger, M., Fischer, G., Handler, M., Stöger, M., Nowak, C. N., Hintringer, F., Klima, G. & Baumgartner, C., 2012, In : Cryobiology. 65, p. 145-150

Research output: Contribution to journalArticleResearchpeer-review

A clinical metabolomics strategy to discover new biomarkers in complex diseases: an overview

Baumgartner, C., 2013, Proceedings BMT 2013. ., p. 870-871

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

A combined approach for similarity search and analysis in biochemical molecular databases

Popovscaia, M. & Baumgartner, C., 2014, Tagungsband zur ÖGBMT Jahrestagung 2014. Hall in Tirol: UMIT Eigenverlag, Vol. 4. p. 65-66 (UMIT - Lecture Notes in Biomedical Computer Science and Mechatronics).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

A combined approach for similarity search and analysis in biochemical molecular databases

Popovscaia, M. & Baumgartner, C., 18 Sep 2014.

Research output: Contribution to conference(Old data) Lecture or PresentationResearch

A computer model for individual patient parametrizing of ventricular tachycardia termination algorithms

Hanser, F., Pfeifer, B., Baumgartner, C. & Baumgarten, D., 2018.

Research output: Contribution to conferenceAbstractResearchpeer-review

A coupled two step network-based approach to identify genes associated with breast cancer

Netzer, M., Fang, X. & Baumgartner, C., 2012, Proc. 4th Int. Conf. on Bioinformatics, Biocomputational Systems and Biotechnologies. ., p. 1-5

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

A couples two step network-based approach to identify genes associated with breast cancer

Netzer, M., Fang, X. & Baumgartner, C., 25 Mar 2012.

Research output: Contribution to conference(Old data) Lecture or PresentationResearch

A data mining strategy for the search and classification of gene expression data in cancer

Cuder, G. & Baumgartner, C., 2018, ÖGBMT Proceedings 2018.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

A data warehouse for prostate cancer biomarker discovery

Pfeifer, B., Aschaber, J., Baumgartner, C., Dreiseitl, S., Modre-Osprian, R., Schreier, G. & Tilg, B., 2007, Data Integration in the Life Sciences: 4th International Workshop, DILS 2007, Philadelphia, PA, USA, June 27-29, 2007, Proceedings. Heidelberg: Springer Verlag, Vol. 4544. p. 9-15 (Lecture Notes in Computer Science/Lecture Notes in Bioinformatics).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

A data warehouse for prostate cancer biomarker discovery

Pfeifer, B., Aschaber, J., Baumgartner, C., Dreiseitl, S., Modre-Osprian, R., Schreier, G. & Tilg, B., 27 Jun 2007.

Research output: Contribution to conference(Old data) Lecture or PresentationResearch

A Data Warehouse for Prostate Cancer Biomarker Discovery

Pfeifer, B., Aschaber, J., Baumgartner, C., Dreiseitl, S., Modre-Osprian, R., Schreier, G. & Tilg, B., 2007, Proceedings of The 2007 International Conference on Bioinformatics and Computational Biology. CSREA Press, p. 323-327

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

A Data Warehouse for Prostate Cancer Biomarker Discovery

Pfeifer, B., Aschaber, J., Baumgartner, C., Dreiseitl, S., Modre-Osprian, R., Schreier, G. & Tilg, B., 25 Jun 2007.

Research output: Contribution to conference(Old data) Lecture or PresentationResearch

Advancing Artificial Intelligence in Sensors, Signals, and Imaging Informatics

Hsu, W., Baumgartner, C. & Deserno, T., 2019, In : IMIA Yearbook of Medical Informatics. 2019, 28, p. 115-117 3 p., 28.

Research output: Contribution to journalEditorialResearchpeer-review

A dynamic network based approach for discovering new metabolic biomarkers in myocardial injury

Spath-Blass, V. & Baumgartner, C., 8 Nov 2017, Proceedings der ÖGBMT-Jahrestagung 2017. Wien: Österreichische Gesellschaft für Biomedizinische Technik , p. 5-6 2 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Alles bio( technisch)

Baumgartner, C., 15 May 2011, CliniCum, p. 30-31.

Research output: Contribution to specialist publicationArticleResearch

Alterations of field potentials in isotropic cardiomyocyte cell layers induced by multiple endogenous pacemakers under normal and hypothermal conditions

Kienast, R., Stöger, M., Handler, M., Hanser, F. & Baumgartner, C., 2014, In : American Journal of Physiology / Heart and Circulatory Physiology. 307, 7, p. H1013-H1023

Research output: Contribution to journalArticleResearchpeer-review

A modeling approach to heart failure treatment

Lassnig, A., Baumgartner, C. & Schröttner, J., 2017, ESM' 2017. p. 425-427

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

A Modeling Framework for Simulating Contagious Diseases in Populations

Pfeifer, B., Kugler, K. G., Tejada, M. M., Baumgartner, C., Seger, M., Graber, A. & Tilg, B., 2008, IFMBE Proceedings 2008. Springer Berlin - Heidelberg, Vol. Volume 21. p. 270-274 (BIOMED 2008, 25-28 June 2008, Kuala Lumpur, Malaysia).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

A Modeling Framework for Simulating Contagious Diseases in Populations

Pfeifer, B., Kugler, K. G., Tejada, M. M., Baumgartner, C., Seger, M., Graber, A. & Tilg, B., 25 Jun 2008.

Research output: Contribution to conference(Old data) Lecture or PresentationResearch

A multiple regression analysis of determinants of myocardial perfusion as measured by CT

Rienmüller, T. M., Makarenko, V. N., Bockeria, O. L., Rychina, I. E., Bereznitsky, V., Baumgartner, C., Bockeria, L. A., Ourednicek, P. & Rienmüller, R., 16 Feb 2017.

Research output: Contribution to conferenceAbstractResearchpeer-review

Open Access

A Multi-Tier Data Mining Workfow to Analyze the Age Related Shift from Diglycosylated-to-Tetra-glycosylated-FSH Secretion by the Anterior Pituitary

Visvanathan, M., Rao, S., Anand, V., Lushington, G. H., Netzer, M., Baumgartner, C. & Bousfield, G. R., 2010, Proc 1st ACM International Conference on Bioinformatics and Computational Biology. New York: AMC, p. 508-514

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

A Multi-Tier Data Mining Workfow to Analyze the Age Related Shift from Diglycosylated-to-Tetra-glycosylated-FSH Secretion by the Anterior Pituitary

Visvanathan, M., Rao, S., Anand, V., Lushington, G. H., Netzer, M., Baumgartner, C. & Bousfield, G. R., 2 Aug 2010.

Research output: Contribution to conference(Old data) Lecture or PresentationResearch

Open Access
Diagnostic Reagent Kits
Internationality
Compliance
Guidelines
Technology

An Epidemiologic Modeling and data integration framework

Pfeifer, B., Seger, M., Netzer, M., Osl, M., Tilg, B., Modre-Osprian, R., Schreier, G., Hanser, F. & Baumgartner, C., 7 May 2009.

Research output: Contribution to conference(Old data) Lecture or PresentationResearch

An Epidemiologic Modeling and data integration framework

Pfeifer, B., Seger, M., Netzer, M., Osl, M., Tilg, B., Modre-Osprian, R., Schreier, G., Hanser, F. & Baumgartner, C., 2009, Tagungsband der eHealth2009 und eHealth Benchmarking 2009. ., p. 1-7

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

An epidemological modeling and data integration framework

Pfeifer, B., Wurz, M., Hanser, F., Seger, M., Netzer, M., Osl, M., Modre-Osprian, R., Schreier, G. & Baumgartner, C., 2010, In : Methods of information in medicine. 49, 3, p. 290-296

Research output: Contribution to journalArticleResearchpeer-review

A Network-based Approach to Classify Disease Stages of Prostate Cancer Using Quantitative Network Measures

Müller, L. A. J., Kugler, K. G., Dander, A., Baumgartner, C., Graber, A. & Dehmer, M., 2010, Proc 10th International Conference on Bioinformatics & Computational Biology. CSREA Press, p. 55-61

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

A Network-based Approach to Classify Disease Stages of Prostate Cancer Using Quantitative Network Measures

Müller, L. A. J., Kugler, K. G., Dander, A., Baumgartner, C., Graber, A. & Dehmer, M., 18 Jul 2010.

Research output: Contribution to conference(Old data) Lecture or PresentationResearch

A network-based feature selection approach to identify metabolic signatures in disease

Netzer, M., Kugler, K. G., Müller, L. A. J., Weinberger, K. M., Baumgartner, C. & Dehmer, M., 2012, In : Journal of theoretical biology. 310, p. 216-222

Research output: Contribution to journalArticleResearchpeer-review

A new adaptable, optical high-resolution 3-axis sensor

Buchhold, N. & Baumgartner, C., 27 Jan 2017, In : Sensors . 17, 254, 15 p.

Research output: Contribution to journalArticleResearchpeer-review

A new data mining approach for profiling and categorizing kinetic patterns of metabolic biomarkers after myocardial injury

Baumgartner, C., Lewis, G. D., Netzer, M., Pfeifer, B. & Gerszten, R. E., 2010.

Research output: Contribution to conferenceAbstractResearchpeer-review

A new data mining approach for profiling and categorizing kinetic patterns of metabolic biomarkers after myocardial injury

Baumgartner, C., Lewis, G. D., Netzer, M., Pfeifer, B. & Gerszten, R. E., 2010, In : Bioinformatics. 26, 14, p. 1745-1751

Research output: Contribution to journalArticleResearchpeer-review

A new ensemble based algorithm for identifying breath gas marker candidates in liver disease using ion molecule reaction mass spectrometry

Netzer, M., Millonig, G., Osl, M., Pfeifer, B., Praun, S., Villinger, J., Vogel, W. & Baumgartner, C., 2009, In : Bioinformatics. 25, 7, p. 941-947

Research output: Contribution to journalArticleResearchpeer-review

A new input device for spastics based on strain gauge

Buchhold, N. & Baumgartner, C., 17 Apr 2017, In : Sensors . 17, 880, 14 p.

Research output: Contribution to journalArticleResearchpeer-review

A new optical, adaptable, high-resolution 3-axis sensor for medical device navigation

Baumgartner, C., Lassnig, A. & Buchhold, N., 2018.

Research output: Contribution to conferencePosterResearchpeer-review

A new rule-based data mining algorithm for identifying metabolic markers in prostate cancer using tandem mass spectrometry

Osl, M., Dreiseitl, S., Pfeifer, B., Weinberger, K. M., Klocker, H., Bartsch, G., Schäfer, G., Tilg, B., Graber, A. & Baumgartner, C., 2008, In : Bioinformatics. 24, 24, p. 2908-2814

Research output: Contribution to journalArticleResearchpeer-review

Anforderungen an Medizinprodukte: Praxisleitfaden für Hersteller und Zulieferer

Harer, J. (ed.) & Baumgartner, C. (ed.), May 2018, 3. ed. München: Carl Hanser Verlag. 360 p.

Research output: Book/ReportAnthologyResearch

A novel hybrid modeling approach for the evaluation of integrated care and economic outcome in heart failure treatment

Lassnig, A., Rienmüller, T. M., Kramer, D., Leodolter, W., Baumgartner, C. & Schröttner, J., 2019, (Accepted/In press) In : BMC Medical Informatics and Decision Making.

Research output: Contribution to journalArticleResearchpeer-review

A novel network-based approach for discovering dynamic metabolic biomarkers in cardiovascular disease

Baumgartner, C., Spath-Blass, V., Niederkofler, V., Bergmoser, K. M., Langthaler, S., Lassnig, A., Rienmüller, T. M., Baumgartner, D., Asnani, A. & Gerszten, R. E., 11 Dec 2018, In : PLoS ONE. 13(12), e0208953

Research output: Contribution to journalArticleResearchpeer-review

Aortic elastic properties in patients with Marfan syndrome - new diagnostic markers?

Baumgartner, D., Baumgartner, C., Schweigmann, U., Schermer, E., Hammerer, I. & Geiger, R., 28 Aug 2004.

Research output: Contribution to conference(Old data) Lecture or PresentationResearch

Application of Clinical Bioinformatics

Wang, X. (ed.), Baumgartner, C. (ed.), Shields, D. (ed.), Deng, H-W. (ed.) & S Beckmann, J. (ed.), 2016, 1 ed. Dordrecht: Springer Netherlands. 419 p. (Translational Bioinformatics)

Research output: Book/ReportAnthologyResearchpeer-review

Application of pharmacokinetics to electron-beam tomography of the abdomen

Krause, W., Gröll, R., Kern, R., Baumgartner, C. & Rienmüller, R., 1999, In : Academic Radiology. 6, 8, p. 487-495

Research output: Contribution to journalArticleResearchpeer-review

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

Assessment of cardiac resynchronization therapy by non-invasive reconstruction of cardiac activation times

Seger, M., Netzer, M., Hanser, F., Pfeifer, B., Dichtl, W., Stühlinger, M., Trieb, T., Hintringer, F., Pachinger, O., Baumgartner, C. & Berger, T., 2011, Proc. 8th IASTED International Conference on Biomedical Engineering. c: Acta Press, p. 283-288

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Assessment of cardiac resynchronization therapy by non-invasive reconstruction of cardiac activation times

Seger, M., Netzer, M., Hanser, F., Pfeifer, B., Dichtl, W., Stühlinger, M., Trieb, T., Hintringer, F., Pachinger, O., Baumgartner, C. & Berger, T., 16 Feb 2011.

Research output: Contribution to conference(Old data) Lecture or PresentationResearch

Assessment of HU-value stability in dynamic CT-scans for quantitative estimation of myocardial perfusion

Handler, M., Rienmüller, T., Ourednicek, P., Makarenko, V., Bockeria, L., Zhorzholiani, S. T., Krestinich, I. M., Rienmüller, R. & Baumgartner, C., 7 Mar 2013.

Research output: Contribution to conference(Old data) Lecture or PresentationResearch

A system for analysing thermal induced effects of propagation direction dependent features in field potentials of cardiomyocyte monolayers using multi-electrode arrays

Kienast, R., Fischer, G., Stöger, M., Handler, M., Hanser, F. & Baumgartner, C., 7 Aug 2013.

Research output: Contribution to conference(Old data) Lecture or PresentationResearch

A system for analysing thermal induced effects of propagation direction dependent features in field potentials of cardiomyocyte monolayers using multi-electrode arrays

Kienast, R., Fischer, G., Stöger, M., Handler, M., Hanser, F. & Baumgartner, C., 2013, Journal of Electrocardiology. ., Vol. Volume 46(4). p. e32-e32 (Journal of Electrocardiology).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review