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Christian Baumgartner

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

1976 …2022
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Research Output 1996 2019

2013

Quantitative estimation of left ventricular myocardial perfusion based on dynamic CT scans

Rienmüller, T., Baumgartner, C., Handler, M., Makarenko, V., Zhorzholiani, S. T., Krestinich, I. M., Bockeria, L., Ourednicek, P. & Rienmüller, R., 2013, Proceedings BMT 2013. ., p. 651-652

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

Quantitative estimation of left ventricular myocardial perfusion based on dynamic CT scans

Rienmüller, T., Baumgartner, C., Handler, M., Makarenko, V., Zhorzholiani, S. T., Krestinich, I. M., Bockeria, L., Ourednicek, P. & Rienmüller, R., 19 Sep 2013.

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

2012

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 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 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

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

Bewegungsachsen des Kniegelenks in Hinblick auf die Knieendoprothetik – Ein Überblick

Rienmüller, T., Rienmüller, A. & Baumgartner, C., 2012, Tagungsband zur ÖGBMT Jahrestagung 2012. Hall in Tirol: UMIT Eigenverlag, Vol. Volume 2. p. 41-42 (UMIT - Lecture Notes in Biomedical Computer Science and Mechatronics).

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

Effect of insulating layers in loop applicators for cardiac cryoablation

Handler, M., Fischer, G., Seger, M., Kienast, R., Schütte, A. & Baumgartner, C., 2012, Proc. 4th Int. Conf. on Bioinformatics, Biocomputational Systems and Biotechnologies. ., p. 20-25

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

Effect of insulating layers in loop applicators for cardiac cryoablation

Baumgartner, C., Handler, M., Fischer, G., Seger, M., Kienast, R. & Schütte, A., 25 Mar 2012.

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

Effects of pooling samples on the performance of classifiers: A comparative study

Kusonmano, K., Netzer, M., Baumgartner, C., Dehmer, M., Liedl, K. R. & Graber, A., 2012, In : The Scientific World Journal . p. 278352-278352

Research output: Contribution to journalArticleResearchpeer-review

Hypotermal effects on chicken cardiomyocytes in vitro: a proof of concept study

Kienast, R., Stöger, M., Handler, M., Hintringer, F., Fischer, G. & Baumgartner, C., 20 Sep 2012.

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

Hypotermal effects on chicken cardiomyocytes in vitro: a proof of concept study

Kienast, R., Stöger, M., Handler, M., Hintringer, F., Fischer, G. & Baumgartner, C., 2012, Tagungsband zur ÖGBMT Jahrestagung 2012. Hall in Tirol: UMIT Eigenverlag, Vol. Volume 2. p. 11-12 (UMIT - Lecture Notes in Biomedical Computer Science and Mechatronics).

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

Letter to the Editor with respect to the article by Tormos et al.

Fischer, G., Handler, M., Kienast, R. & Baumgartner, C., 2012, In : Medical engineering & physics. 34, p. 795-795

Research output: Contribution to journalArticleResearchpeer-review

Measurement of electrophysiological changes during cryo catheter ablation in the heart of domestic pig: A proof of concept study

Kienast, R., Handler, M., Stöger, M., Hintringer, F., Fischer, G. & Baumgartner, C., 10 Jul 2012.

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

Measurement of electrophysiological changes during cryo catheter ablation in the heart of domestic pig: A proof of concept study

Kienast, R., Handler, M., Stöger, M., Hintringer, F., Fischer, G. & Baumgartner, C., 2012, Conf. Proc. 8th Int. Meeting on Substrate-Integrated Microelectrode Arrays. Reutlingen: NMI Natural and Medical Sciences Institute at the University of Tuebingen, p. 149-153

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

Methoden für die Suche metabolischer Biomarker – ein Update

Netzer, M. & Baumgartner, C., 20 Sep 2012.

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

Methoden für die Suche metabolischer Biomarker – ein Update

Netzer, M. & Baumgartner, C., 2012, Tagungsband zur ÖGBMT Jahrestagung 2012. Hall in Tirol: UMIT Eigenverlag, Vol. Volume 2. p. 51-53 (UMIT - Lecture Notes in Biomedical Computer Science and Mechatronics).

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

MUMAL: Multivariate analysis in shotgun proteomics using machine learning techniques

Cerqueira, F. R., Ferreira, R. S., Oliveira, A. P., Gomes, A. P., Ramos, H. J. O., Graber, A. & Baumgartner, C., 2012, In : BMC Genomics . 13, Suppl 5, p. S4-S4

Research output: Contribution to journalArticleResearchpeer-review

OmicsMiner: A biological data mining framework

Netzer, M., Lee, I. H., Handler, M., Manickam, V. A., Baumgartner, C., Lushington, G. H., Visvanathan, M. & Zhou, Z., 2012, In : Kritischer Verlag! Journal of Data Mining in Genomics & Proteomics . 3, 2, p. 115-115

Research output: Contribution to journalArticleResearch

Simulation des Temperaturfeldes und relevanter Parameter für kardiale Kryoablation mit kreisförmigem Katheter

Seger, M., Handler, M., Fischer, G., Rabl, H., Hintringer, F. & Baumgartner, C., 2012, Tagungsband zur ÖGBMT Jahrestagung 2012. ., Vol. Volume 2. p. 35-36 (UMIT - Lecture Notes in Biomedical Computer Science and Mechatronics).

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

Simulation des Temperaturfeldes und relevanter Parameter für kardiale Kryoablation mit kreisförmigem Katheter

Seger, M., Handler, M., Fischer, G., Rabl, H., Hintringer, F. & Baumgartner, C., 20 Sep 2012.

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

Simulation des Temperaturprofils bei kardialer Kryoablation mittels Tip-Applikator – Parameteranpassung und Validierung durch in-vivo Daten

Handler, M., Fischer, G., Seger, M., Kienast, R., Hintringer, F. & Baumgartner, C., 2012, Tagungsband zur ÖGBMT Jahrestagung 2012. Hall in Tirol: UMIT Eigenverlag, Vol. Volume 2. p. 37-38 (UMIT - Lecture Notes in Biomedical Computer Science and Mechatronics).

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

Simulation des Temperaturprofils bei kardialer Kryoablation mittels Tip-Applikator – Parameteranpassung und Validierung durch in-vivo Daten

Handler, M., Fischer, G., Seger, M., Kienast, R., Hintringer, F. & Baumgartner, C., 20 Sep 2012.

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

UMIT - Lecture Notes in Biomedical Computer Science and Mechatronics (ÖGBMT 2012)

Baumgartner, C. (ed.) & Mayr, W. (ed.), 2012, Hall in Tirol: UMIT Eigenverlag.

Research output: Book/ReportAnthologyResearch

Von der Grundlagenforschung bis zum High Tech Medizinprodukt: Am Beispiel des Projektes Kryotipkatheter

Baumgartner, C., Kienast, R., Handler, M., Stöger, M. & Fischer, G., 2012, Tagungsband zur Wissenschaftsenquete des Landes Tirol. Innsbruck: Land Tirol, p. 1-8

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearch

2011

Alles bio( technisch)

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

Research output: Contribution to specialist publicationArticleResearch

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

A workflow for preprocessing and proteomic biomarker identification on mass-spectrometry data

Handler, M., Pallua, J. D., Schäfer, G., Netzer, M., Osl, M., Seger, M., Pfeifer, B., Becker, M., Meding, S., Rauser, S., Walch, A., Klocker, H., Bartsch, G., Huck, C. W., Baumgartner, C. & Bonn, G. K., 2011, Proc. 8th IASTED International Conference on Biomedical Engineering. Calgary: Acta Press, p. 181-187

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

A workflow for preprocessing and proteomic biomarker identification on mass-spectrometry data

Handler, M., Pallua, J. D., Schäfer, G., Netzer, M., Osl, M., Seger, M., Pfeifer, B., Becker, M., Meding, S., Rauser, S., Walch, A., Klocker, H., Bartsch, G., Huck, C. W., Baumgartner, C. & Bonn, G. K., 16 Feb 2011.

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

Bioinformatic-driven search for metabolic biomarkers in disease

Baumgartner, C., Osl, M., Netzer, M. & Baumgartner, D., 2011, In : Journal of clinical bioinformatics. 1, 2, p. 1-10

Research output: Contribution to journalArticleResearchpeer-review

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

Machine learning approach for evaluating identications of peptides and proteins in complex mixtures

Cerqueira, F. R., Ferreira, R. S., Oliveira, A. P., Ramos, H. J. O. & Baumgartner, C., 2011, Proceedings of X-meeting. ., p. 0-0

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

Machine learning approach for evaluating identications of peptides and proteins in complex mixtures

Cerqueira, F. R., Ferreira, R. S., Oliveira, A. P., Ramos, H. J. O. & Baumgartner, C., 12 Oct 2011.

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

Matrix-Assisted Laser Desorption-Ionization Imaging Mass Spectrometry for Direct Tissue Analysis

Pallua, J. D., Schäfer, G., Bittner, L. K., Pezzei, C., Huck-Pezzei, V., Schönbichler, S. A., Becker, M., Schneider, S., Meding, S., Rauser, S., Walch, A., Handler, M., Netzer, M., Osl, M., Seger, M., Pfeifer, B., Baumgartner, C., Lindner, H., Kremser, L., Sarb, B. & 4 othersKlocker, H., Bartsch, G., Bonn, G. K. & Huck, C. W., 2011, In : LC, GC North America. Spec. Iss., p. 21-28

Research output: Contribution to journalArticleResearchpeer-review

Profiling human response to physical exercise: A computational strategy for the identification and kinetic analysis of metabolic biomarkers

Netzer, M., Weinberger, K. M., Handler, M., Seger, M., Kugler, K. G., Graber, A. & Baumgartner, C., 2011, In : Journal of clinical bioinformatics. 1, 34, p. 1-6

Research output: Contribution to journalArticleResearchpeer-review

Simulating the spatio-temporal spread of cooling flux in cardiac tissue dure to catheterized cryoablation

Seger, M., Handler, M., Fischer, G., Hintringer, F. & Baumgartner, C., 2011, Proc. 8th IASTED International Conference on Biomedical Engineering. Calgary: Acta Press, p. 83-88

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

Simulating the spatio-temporal spread of cooling flux in cardiac tissue dure to catheterized cryoablation

Seger, M., Handler, M., Fischer, G., Hintringer, F. & Baumgartner, C., 16 Feb 2011.

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

Single-beat noninvasive imaging of ventricular endocardial and epicardial activation in patients undergoing CRT

Berger, T., Pfeifer, B., Hanser, F., Hintringer, F., Fischer, G., Netzer, M., Trieb, T., Stühlinger, M., Dichtl, W., Baumgartner, C., Pachinger, O. & Seger, M., 2011, In : PLoS ONE. 6, e16255, p. 1-7

Research output: Contribution to journalArticleResearchpeer-review

2010

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

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

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., 18 Jul 2010.

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

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 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

Effect of data predictive modeling: a study using gene expression data

Osl, M., Dreiseitl, S., Kim, J., Patel, K., Baumgartner, C. & Ohno-Machado, L., 2010, AMIA Annu Symp Proc. ., p. 567-571

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