Photo of Christian Baumgartner

Christian Baumgartner

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

1976 …2022
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Research Output 1996 2019

2019

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

Open Access
Diagnostic Reagent Kits
Internationality
Compliance
Guidelines
Technology

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

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 proceedingConference contributionResearchpeer-review

Open Access
Metabolomics
Metabolites
Time series
Ergometry
Informatics

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

Ultrasound as a tool to study muscle-tendon function during locomotion: A systemic review of application

Leitner, C., Hager, P. A., Penasso, H., Tilp, M., Benini, L., Peham, C. & Baumgartner, C., 5 Oct 2019, In : Sensors (Switzerland). 19, 19, 16 p., 4316.

Research output: Contribution to journalArticleResearchpeer-review

Open Access

Ultrasound in Locomotion Research - The Quest for Wider Views

Leitner, C., Baumgartner, C., Peham, C. & Tilp, M., 12 Nov 2019, (Accepted/In press).

Research output: Contribution to conferencePosterResearchpeer-review

2018

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 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 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

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 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

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

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

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

Locomotion therapy for infants

Schröttner, J., Langthaler, S., Neubauer, R., Baumgartner, C. & Grieshofer, P., 2018, p. 594.

Research output: Contribution to conferenceAbstractResearchpeer-review

Model-based evaluation of integrated care solutions in heart failure treatment

Lassnig, A., Bergmoser, K. M., Langthaler, S., Baumgartner, C. & Schröttner, J., Jun 2018.

Research output: Contribution to conferenceAbstractResearchpeer-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

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

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 COCbased Microfluidic Devices

Gleichweit, E., Baumgartner, C., Diethardt, R., Muhrer, A., Sallegger, W., Werkl, D. & Köstler, S., 2018.

Research output: Contribution to conferencePosterResearchpeer-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

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 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 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

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

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 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

Optische, lernfähige Dreiachsensensorik

Buchhold, N. & Baumgartner, C., 15 Jun 2017, Patent No. AT 517676 B1 2017-06-15

Research output: PatentResearch

2016

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

Aus- und Weiterbildung im Bereich der biomedizinischen Technik Fokus Österreich

Baumgartner, C. & Schröttner, J., 27 Sep 2016.

Research output: Contribution to conferenceAbstractResearch

Aus- und Weiterbildung im Bereich der biomedizinischen Technik Fokus Österreich

Baumgartner, C., 29 Sep 2016.

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

Cardiac engineering: from basic research to clinical application

Baumgartner, C., 3 Nov 2016.

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

Cardiovascular engineering: from molecular mechanisms to systemic function

Baumgartner, C., 16 Apr 2016.

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

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

Clinical bioinformatics in biomarker discovery and development

Baumgartner, C., 17 Apr 2016.

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

Development of a hybrid model to evaluate integrated care in heart failure treatment

Lassnig, A., Rienmüller, T. M., Baumgartner, C. & Schröttner, J., 2016, p. 108-108.

Research output: Contribution to conferenceAbstractResearchpeer-review

Development of a simulation model to assess time in stroke treatment

Hinteregger, L. K., Lassnig, A., Rienmüller, T. M., Baumgartner, C. & Schröttner, J., 2016, p. 230-230.

Research output: Contribution to conferenceAbstractResearchpeer-review

Discussion of “Computational Electrocardiography: Revisiting Holter ECG Monitoring”

Baumgartner, C., Caiani, E., Dickhaus, H., Kulikowski, C., Schiecke, K., van Bemmel, J. & Witte, H., 2016, In : Methods of information in medicine. 55, 4, p. 312-321

Research output: Contribution to journalComment/debateResearchpeer-review

Open Access

Feature selection on proteomic data for identifying biomarker candidates

Baumgartner, C., Plant, C. & Tilg, B., 2016, (Accepted/In press) IPC No. PCT/EP2007/008434, Patent No. EP 2076860, Priority date 28 Sep 2006

Research output: PatentResearch

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

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

Modeling and experimental validation of hypothermal-induced mechanisms in cardiac tissue

Baumgartner, C., Kienast, R., Handler, M., Hanser, F., Schröttner, J. & Rienmüller, T. M., 28 Sep 2016.

Research output: Contribution to conference(Old data) Lecture or PresentationResearchpeer-review

Modular Workflow for Simulating Patient Specific Stimulation Efficiency of Vestibular Implants

Handler, M., Schier, P., Fritscher, K., Johnson Chacko, L., Glückert, R., Schrott-Fischer, A., Saba, R., Schubert, R., Baumgarten, D. & Baumgartner, C., 28 Sep 2016.

Research output: Contribution to conferenceAbstractResearchpeer-review

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

Cerqueira, F. R., Oliveira, A. D. P., Adilson Mendes, R., Graber, A. & Baumgartner, C., 2016, In : BMC Bioinformatics . p. 472 14 p., 17(Suppl 18).

Research output: Contribution to journalArticleResearchpeer-review

Quantitative myocardial perfusion measured before and after invasive treatment using advanced CT-technology

Rienmüller, T. M., Baumgartner, C., Makarenko, V., Bereznitskiy, V., Rychina, I., Ourednicek, P. & Rienmüller, R., 2016.

Research output: Contribution to conferencePosterResearchpeer-review