Photo of Christian Baumgartner

Christian Baumgartner

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

1976 …2022
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Research Output 1996 2019

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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

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 Model for Assessing the Fluid Status of Cardiac Intensive Care Patients Using System Theory

Bergmoser, K. M., Horn, M., Pflanzl-Knizacek, L., Schilcher, G., Rienmüller, T. M., Sourij, H., Eller, P. & Baumgartner, C., 2019, (Submitted) In : Computer methods and programs in biomedicine.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
Diagnostic Reagent Kits
Internationality
Compliance
Guidelines
Technology

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 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, 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 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

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

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

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

Biomarker discovery, disease classification and similarity query processing on high-throughput MS/MS data of inborn errors of metabolism

Baumgartner, C. & Baumgartner, D., 2006, In : Journal of biomolecular screening. 11, 1, p. 90-99

Research output: Contribution to journalArticleResearchpeer-review

Bridging data management and knowledge discovery in the life sciences

Kugler, K. G., Tejada, M. M., Baumgartner, C., Tilg, B., Graber, A. & Pfeifer, B., 2008, In : The open bioinformatics journal . 2, p. 28-36

Research output: Contribution to journalArticleResearchpeer-review

Computer simulation of cardiac cryoablation: comparison with in-vivo data

Handler, M., Fischer, G., Seger, M., Kienast, R., Nowak, C. N., Pehböck, D., Hintringer, F. & Baumgartner, C., 2013, In : Medical engineering & physics. 35, 12, p. 1754-1761

Research output: Contribution to journalArticleResearchpeer-review

Demoting redundant features to improve the discriminatory ability in cancer data

Osl, M., Dreiseitl, S., Cerqueira, F. R., Netzer, M., Pfeifer, B. & Baumgartner, C., 2009, In : Journal of biomedical informatics. 42, 4, p. 721-725

Research output: Contribution to journalArticleResearchpeer-review

Diagnostic power of aortic elastic properties in young patients with Marfan-syndrome

Baumgartner, D., Baumgartner, C., Mátyás, G., Steinmann, B., Löffler-Ragg, J., Schermer, E., Schweigmann, U., Baldissera, I., Frischhut, B., Hess, J. & Hammerer, I., 2005, In : The journal of thoracic and cardiovascular surgery. 129, 4, p. 730-739

Research output: Contribution to journalArticleResearchpeer-review

Die Prüfstelle für Medizinprodukte an der TU Graz ist nun auch internationales IECEE CB-Prüflabor

Schröttner, J. & Baumgartner, C., 2019, Botenstoff, 2019, 2, p. 16.

Research output: Contribution to specialist publicationArticleResearch

Different patterns of aortic wall elasticity in patients with Marfan syndrome: A noninvasive follow up study

Baumgartner, D., Baumgartner, C., Schermer, E., Engl, G., Schweigmann, U., Mátyás, G., Steinmann, B. & Stein, J. I., 2006, In : The journal of thoracic and cardiovascular surgery. 132, 4, p. 811-819

Research output: Contribution to journalArticleResearchpeer-review

Discussion of “Time-frequency techniques in biomedical signal analysis: A tutorial review of similarities and differences"

Baumgartner, C., Blinowska, K. J., Cichocki, A., Dickhaus, H., Durka, P. J., McClintock, P. V. E., Pfurtscheller, G., Stefanovska, A. & Tong, S., 2013, In : Methods of information in medicine. 52, 4, p. 297-307

Research output: Contribution to journalArticleResearchpeer-review

DMSP - Database for Modeling Signaling Pathways. Combining biological and mathematical modeling knowledge for pathways

Visvanathan, M., Breit, M., Pfeifer, B., Baumgartner, C., Modre-Osprian, R. & Tilg, B., 2008, In : Methods of information in medicine. 47, 2, p. 140-148

Research output: Contribution to journalArticleResearchpeer-review

Early Surgery in Patients with Coarcation of the Aorta Does Not Improve Impaired Elastic Properties of the Ascending Aorta in Midterm Follow-Up: A Longitudinal Prospective Study

Kühn, A., Baumgartner, D., Baumgartner, C., Hörer, J., Schreiber, C., Hess, J. & Vogt, M., 2009, In : Pediatric cardiology. 30, p. 46-51

Research output: Contribution to journalArticleResearchpeer-review

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

Electron-Beam-Computertomographie (EBCT) des Herzen

Rienmüller, R., Kern, R., Baumgartner, C. & Hackel, B., 1997, In : Der Radiologe. 37, 5, p. 410-416

Research output: Contribution to journalArticleResearchpeer-review

Enhancing instance-based classification with local density: A new algorithm for classifying unbalanced biomedical data

Plant, C., Böhm, C., Tilg, B. & Baumgartner, C., 2006, In : Bioinformatics. 22, 8, p. 981-988

Research output: Contribution to journalArticleResearchpeer-review

Evaluation of Adjustable Loop Suspensory Anterior Cruciate Ligament Fixation Devices

Dreier, M., Bachmayer, S., Baumgartner, C. & Schröttner, J., 18 Sep 2019, In : Current Directions in Biomedical Engineering. 5, 1, p. 505-507 3 p.

Research output: Contribution to journalArticleResearchpeer-review

Open Access

Evaluation of an Integrated Telemonitoring Surveillance System in Patients with Coronary Heart Disease

Ammenwerth, E., Woess, S., Baumgartner, C., Fetz, B., Von der Heidt, A., Kastner, P., Modre-Osprian, R., Welte, S. & Poelzl, G., 2015, In : Methods of information in medicine. 54, 5, p. 388-397

Research output: Contribution to journalArticleResearchpeer-review

Evaluation of Heuristics for Rule Ranking

Dreiseitl, S., Osl, M., Baumgartner, C. & Vinterbo, S., 2010, In : Artificial Intelligence in Medicine. 50, 3, p. 175-180

Research output: Contribution to journalArticleResearchpeer-review

Functional cluster analysis of CT perfusion maps: A new tool for diagnosis of acute stroke?

Baumgartner, C., Gautsch, K., Böhm, C. & Felber, S., 2005, In : Journal of digital imaging. 18, 3, p. 219-226

Research output: Contribution to journalArticleResearchpeer-review

Genetic network and gene set enrichment analysis to identify biomarkers related to cigarette smoking and lung cancer

Fang, X., Netzer, M., Baumgartner, C., Bai, C. & Wang, X. D., 2013, In : Cancer Treatment Reviews. 39, 1, p. 77-88

Research output: Contribution to journalArticleResearchpeer-review

Impact of errors in paper-based and computerized diabetes management with decision support for hospitalized patients with type 2 diabetes. A post-hoc analysis of a before and after study

Donsa, K., Beck, P., Höll, B., Mader, J. K., Schaupp, L., Plank, J., Neubauer, K., Baumgartner, C. & Pieber, T. R., 2016, In : International journal of medical informatics. 90, p. 58-67

Research output: Contribution to journalArticleResearchpeer-review

Impaired elastic properties of the ascending aorta in newborns before and early after successful coarctation repair: Proof of a systemic vascular disease of the prestenotic arteries?

Vogt, M., Kühn, A., Baumgartner, D., Baumgartner, C., Busch, R., Kostolny, M. & Hess, J., 2005, In : Circulation. 111, 24, p. 3269-3273

Research output: Contribution to journalArticleResearchpeer-review

Improving phosphopeptide/protein identification using a new data mining framework for MS/MS spectra preprocessing

Cerqueira, F. R., Morandell, S., Ascher, S., Mechtler, K., Huber, L., Pfeifer, B., Graber, A., Tilg, B. & Baumgartner, C., 2009, In : Kritischer Verlag! Journal of Proteomics and Bioinformatics. 2, 3, p. 150-165

Research output: Contribution to journalArticleResearch

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

MALDI-MS Tissue Imaging Identification of Biliverdin Reductase B Overexpression in Prostate Cancer

Pallua, J. D., Schäfer, G., Seifarth, C., Becker, M., Schneider, S., Meding, S., Rauser, S., Walch, A., Handler, M., Netzer, M., Popovscaia, M., Osl, M., Baumgartner, C., Lindner, H., Kremser, L., Sarb, B., Bartsch, G., Huck, C. W., Bonn, G. K. & Klocker, H., 2013, In : Journal of proteomics. 91, p. 500-514

Research output: Contribution to journalArticleResearchpeer-review

Marfan syndrome: A diagnostic challenge caused by phenotypic and genetic heterogeneity

Baumgartner, C., Mátyás, G., Steinmann, B. & Baumgartner, D., 2005, In : Methods of information in medicine. 44, 4, p. 487-497

Research output: Contribution to journalArticleResearchpeer-review

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

Medizintechnik: Herausforderung und Grenzen

Baumgartner, C., 15 Jan 2013, Das Medizin-Produkt, p. 38-38.

Research output: Contribution to specialist publicationArticleResearch

Metabolite profiling of blood from individuals undergoing planned myocardial infarction reveals early markers of myocardial injury

Lewis, G. D., Wei, R., Liu, E., Yang, E., Shi, X., Martinovic, M., Farrell, L., Asnani, A., Cyrille, M., Ramanathan, A., Shaham, O., Berriz, G., Lowry, P. A., Palacios, I. F., Taşan, M., Roth, F. P., Min, J., Baumgartner, C., Keshishian, H., Addona, T. & 6 othersMootha, V. K., Rosenzweig, A., Carr, S. A., Fifer, M. A., Sabatine, M. S. & Gerszten, R. E., 2008, In : The journal of clinical investigation. 118, 10, p. 3503-3512

Research output: Contribution to journalArticleResearchpeer-review

Model-based vestibular afferent stimulation: Evaluating selective electrode locations and stimulation waveform shapes

Schier, P., Handler, M., Johnson Chacko, L., Schrott-Fischer, A., Fritscher, K., Saba, R., Baumgartner, C. & Baumgarten, D., 30 Aug 2018, In : Frontiers in neuroscience. 12, 15 p., 588.

Research output: Contribution to journalArticleResearchpeer-review

Open Access

Model-based vestibular afferent stimulation: Modular workflow for analyzing stimulation scenarios in patient specific and statistical vestibular anatomy

Handler, M., Schier, P., Fritscher, K., Raudaschl, P., Chacko, L. J., Glückert, R., Saba, R., Schubert, R., Baumgarten, D. & Baumgartner, C., 5 Dec 2017, In : Frontiers in neuroscience. 11, 713, 17 p.

Research output: Contribution to journalArticleResearchpeer-review

Open Access

Modeling and Classification of Kinetic Patterns of Dynamic Metabolic Biomarkers in Physical Activity

Breit, M., Netzer, M., Weinberger, K. M. & Baumgartner, C., 2015, In : PLoS computational biology. 11(8), p. e1004454-e1004454

Research output: Contribution to journalArticleResearchpeer-review

Modeling hypothermia induced effects for the heterogeneous ventricular tissue from cellular level to the impact on the ECG

Kienast, R., Handler, M., Stöger, M., Daniel, B., Hanser, F. & Baumgartner, C., 16 Aug 2017, In : PLoS ONE. 12(8), p. e0182979 22 p.

Research output: Contribution to journalArticleResearchpeer-review

Open Access

Modelling of classification rules on metabolic patterns including machine learning and expert knowledge

Baumgartner, C., Böhm, C. & Baumgartner, D., 2005, In : Journal of biomedical informatics. 38, 2, p. 89-98

Research output: Contribution to journalArticleResearchpeer-review