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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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Conference contribution
2018

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

Estimating cardiac intensive care patients’ responsiveness to late conservative fluid management using systems analysis

Bergmoser, K. M., Langthaler, S., Lassnig, A., Horn, M. & Baumgartner, C., Jun 2018, IFMBE Proceedings. Prague: Springer, Vol. 68. p. 635-638 (IFMBE Proceedings; vol. 68).

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

Temperature-induced modulation of voltage-gated ion channels in human lung cancer cell line A549 using automated patch clamp technology

Langthaler, S., Bergmoser, K. M., Lassnig, A. & Baumgartner, C., Jun 2018, IFMBE Proceedings. Prague: Springer, Vol. 68. p. 669-673 (IFMBE Proceedings; vol. 68).

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

UV/Ozone Surface Treatment for Bonding of Elastomeric COC-Based Microfluidic Devices

Gleichweit, E., Baumgartner, C., Diethardt, R., Murer, A., Sallegger, W., Werkl, D. & Köstler, S., 11 Dec 2018, MDPI Proceedings. Vol. 2. 943

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

Open Access
2017

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

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

Describing Cardiac ICU Patients' Fluid Transfer Characteristics Using System Analysis - a Proof of Concept

Bergmoser, K. M., Pflanzl-Knizacek, L., Langthaler, S. & Baumgartner, C., 2017, (Accepted/In press) iFAD proceedings and Medical Fluids journal .

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

2016

Medication process in Styrian hospitals

Hahnkamper, P., Baumgartner, C. & Schröttner, J., 30 Sep 2016, Current Directions in Biomedical Engineering, Vol 2, Issue 1. p. 341–343

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

Simulation and Evaluation of Stimulation Scenarios for Targeted Vestibular Nerve Excitation

Schier, P., Handler, M., Baumgarten, D. & Baumgartner, C., 2016, Current Directions in Biomedical Engineering, Vol 2, Issue 1. Vol. 2. p. 139-142

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

Usability evaluation of a locomotor therapy device considering different strategies

Langthaler, S., Lassnig, A., Baumgartner, C. & Schröttner, J., 30 Sep 2016, Current Directions in Biomedical Engineering. Vol 2, Issue 1. p. 67-69

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

2015

Metabolic biomarker discovery - Technical concepts, computational methods and clinical translation

Breit, M., Weinberger, K. & Baumgartner, C., 2015, (Accepted/In press) Tagungsband zur 40. Jahrestagung der Österreichischen Gesellschaft für Biomedizinische Technik (ÖGBMT). .

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

MUMAL2: Improving sensitivity in shotgun proteomics us- ing cost sensitive artificial neural networks and a threshold selector algorithm

Cerqueira, F. R., Ricardo, A. M., Oliveira, A. P., Graber, A. & Baumgartner, C., 2015, (Accepted/In press) Proceedings of 11th International Conference of the AB3C + Brazilian Symposium of Bioinformatics. .

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

Simulation and evaluation of hypothermal-induced electrophysiological alterations in myocardial tissue

Kienast, R. & Baumgartner, C., 2015, (Accepted/In press) Tagungsband zur 40. Jahrestagung der Österreichischen Gesellschaft für Biomedizinische Technik (ÖGBMT). .

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

2014

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

Influence of variations in the angle of different excitation directions in isotropic cardiomyocyte monolayers

Kienast, R., Stöger, M., Handler, M., Hanser, F. & Baumgartner, C., 2014, UMIT - Lecture Notes in Biomedical Computer Science and Mechatronics. Hall in Tirol: UMIT Eigenverlag, Vol. 4. p. 53-54 (UMIT - Lecture Notes in Biomedical Computer Science and Mechatronics).

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

Myocardial blood flow quantification from dynamic CT scans

Rienmüller, T., Handler, M., Rienmüller, R. & Baumgartner, C., 2014, Tagungsband zur ÖGBMT Jahrestagung 2014. Hall in Tirol: UMIT Eigenverlag, Vol. 4. p. 15-16 (UMIT - Lecture Notes in Biomedical Computer Science and Mechatronics).

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

Simulating effects of increased heat transfer surfaces between applicator tip and refrigerant in cardiac cryoablation

Handler, M., Fischer, G., Kienast, R. & Baumgartner, C., 2014, UMIT - Lecture Notes in Biomedical Computer Science and Mechatronics. Hall in Tirol: UMIT Eigenverlag, Vol. 4. p. 55-56 (UMIT - Lecture Notes in Biomedical Computer Science and Mechatronics).

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

2013

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 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

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

Kienast, R., Handler, M., Stöger, M., Hanser, F. & Baumgartner, C., 2013, Proc. 40th Int. Cong. on Electrocardiology. ., p. 0-0

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

Detection of multiple pacemaker centers in cardiomyocyte cell layers for estimating wavefront propagation patterns

Kienast, R., Stöger, M., Fischer, G., Hanser, F. & Baumgartner, C., 2013, Proceedings BMT 2013. ., p. 357-358

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

Effects of tip-applicator positioning on recorded temperature profiles in cryoablation procedures estimated by finite element modeling

Handler, M., Kienast, R., Seger, M., Nowak, C. N., Popovscaia, M., Hanser, F. & Baumgartner, C., 2013, Proceedings BMT 2013. ., p. 49-50

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

Identifying biologically meaningful groups of genes in the antrogen receptor network

Popovscaia, M. & Baumgartner, C., 2013, Proceedings BMT 2013. ., p. 955-956

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., 2013, Proceedings BMT 2013. ., p. 651-652

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

2012

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

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

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

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., 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

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 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

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

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

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

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

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

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., 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 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

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

Erkennung von Kniegelenksfehlbelastungen mittels einfacher Sensoren

Hanser, F. & Baumgartner, C., 2010, Tagungsband 6. Int. Mechatronikforum. ., p. 1-14

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

2009

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

Evaluation of the impact of dataset characteristics for classification problems in biological applications

Kusonmano, K., Netzer, M., Pfeifer, B., Baumgartner, C., Liedl, K. R. & Graber, A., 2009, Proc International Conference on Bioinformatics and Biomedicine. World Academy of Science, Engineering and Technology, Vol. Volume 3. p. 966-990

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

Oncogene Identification using Filter based Approaches between Various Cancer Types in Lung

Netzer, M., Seger, M., Visvanathan, M., Lushington, G. H., Pfeifer, B. & Baumgartner, C., 2009, Proc International Conference on Bioinformatics and Biomedicine. World Academy of Science, Engineering and Technology, Vol. Volume 3. p. 1062-1066

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

Online breath sampling with PTR-MS – A setup for large screening studies

Herwig, J., Seger, M., Kohl, I., Mayramhof, G., Titzmann, T., Preinfalk, A., Winkler, K., Dunkl, J., Pfeifer, B., Baumgartner, C. & Hansel, A., 2009, Proc. 4th Int. Conf. on Proton Transfer Reaction Mass Spectrometry and Its Applications. ., p. 46-50

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

Stacked Feature Selection in Liver Disease using IMR-MS analysis

Netzer, M., Millonig, G., Pfeifer, B., Kusonmano, K., Praun, S., Villinger, J., Vogel, W. & Baumgartner, C., 2009, Proc Database and Expert Systems Application, DEXA 2009. ., p. 333-337

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

2008

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

Improving Calibration of Logistic Regression Models by Local Estimates

Osl, M., Ohno-Machado, L., Baumgartner, C., Tilg, B. & Dreiseitl, S., 2008, AMIA Annu Symp Proc. ., p. 535-539

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

On the combination of logistic regression and local probability estimates

Osl, M., Baumgartner, C., Tilg, B. & Dreiseitl, S., 2008, Proceedings -  3rd International Conference on Broadband Communications, Information Technology & Biomedical Applications. ., p. 124-128 4696097

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

2007

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