Christian Baumgartner

Publication Activity (10 Years)

Years Active: 1996-2024
Publications (10 Years): 26

Top Topics

Speckle Reduction

Automatic Tracking

Ultrasound Images

Top Venues

Publications

Theresa Rienmüller, Niroj Shrestha, Mathias Polz, Sara Stoppacher, Daniel Ziesel, Ludovico Migliaccio, Brigitte Pelzmann, Petra Lang, Klaus Zorn-Pauly, Sonja Langthaler, Aleksandar Opancar, Christian Baumgartner, Muammer Üçal, Rainer Schindl, Vedran Derek, Susanne Scheruebel
Channel Activation in Guinea Pig Cardiomyocytes Using Organic Photovoltaic Devices. IEEE Trans. Biomed. Eng. 71 (6) (2024)
Joana M. Warnecke, Christian Baumgartner, Michael H. Breitner, Dominique F. Briechle, Thomas M. Deserno, Maximilian Heumann, Martin Johns, Alexander Picker, Andreas Rausch, Lars C. Wolf
Continuous Health Monitoring on Shared Mobility Devices: A Health-eScooter Prototype. HICSS (2024)
Michael H. Breitner, Christian Baumgartner, Thomas M. Deserno, Andreas Rausch
Introduction to the Minitrack on Healthcare Applications for Personal Vehicles. HICSS (2024)
Karen Andrea Lara Hernandez, Theresa Rienmüller, Ivan Alexander Juárez, Michaelle Alexander Perez Riz, Favio Reyna, Daniela Baumgartner, Vladimir N. Makarenko, Olga L. Bockeria, Musaffar F. Maksudov, Rainer Rienmüller, Christian Baumgartner
Deep Learning-Based Image Registration in Dynamic Myocardial Perfusion CT Imaging. IEEE Trans. Medical Imaging 42 (3) (2023)
Yasmine Heyer, Daniela Baumgartner, Christian Baumgartner
A Systematic Review of the Transthoracic Impedance during Cardiac Defibrillation. Sensors 22 (7) (2022)
Christoph Leitner, Robert Jarolim, Bernhard Englmair, Annika Kruse, Karen Andrea Lara Hernandez, Andreas Konrad, Eric Su, Jörg Schröttner, Luke A. Kelly, Glen A. Lichtwark, Markus Tilp, Christian Baumgartner
A Human-Centered Machine-Learning Approach for Muscle-Tendon Junction Tracking in Ultrasound Images. CoRR (2022)
Sergei Vostrikov, Andrea Cossettini, Christoph Leitner, Christian Baumgartner, Luca Benini
AEPUS: a tool for the Automated Extraction of Pennation angles in Ultrasound images with low Signal-to-noise ratio for plane-wave imaging. EMBC (2022)
Christoph Leitner, Robert Jarolim, Bernhard Englmair, Annika Kruse, Karen Andrea Lara Hernandez, Andreas Konrad, Eric Yung-Sheng Su, Jörg Schröttner, Luke A. Kelly, Glen A. Lichtwark, Markus Tilp, Christian Baumgartner
A Human-Centered Machine-Learning Approach for Muscle-Tendon Junction Tracking in Ultrasound Images. IEEE Trans. Biomed. Eng. 69 (6) (2022)
Sonja Langthaler, Theresa Rienmüller, Susanne Scheruebel, Brigitte Pelzmann, Niroj Shrestha, Klaus Zorn-Pauly, Wolfgang Schreibmayer, Andrew Koff, Christian Baumgartner
A549 in-silico 1.0: A first computational model to simulate cell cycle dependent ion current modulation in the human lung adenocarcinoma. PLoS Comput. Biol. 17 (6) (2021)
Karen Andrea Lara Hernandez, Theresa Rienmüller, Daniela Baumgartner, Christian Baumgartner
Deep learning in spatiotemporal cardiac imaging: A review of methodologies and clinical usability. Comput. Biol. Medicine 130 (2021)
Christoph Leitner, Simone Benatti, Kirill Keller, Andrea Cossettini, Victor Javier Kartsch, Harald Penasso, Luca Benini, Francesco Greco, Christian Baumgartner
UStEMG: an Ultrasound Transparent Tattoo-based sEMG System for Unobtrusive Parallel Acquisitions of Muscle Electro-mechanics. EMBC (2021)
Sara Stoppacher, Susanne Scheruebel, Muammer Üçal, Karin Kornmüller, Eric Glowacki, Rainer Schindl, Niroj Shrestha, Tony Schmidt, Christian Baumgartner, Theresa Rienmüller
Modeling External Stimulation of Excitable Cells Using a Novel Light-Activated Organic Semiconductor Technology. dHealth (2020)
Bernhard Englmair, Christoph Leitner, Christian Baumgartner
Improved Tracking of Muscle Tendon Junctions in Ultrasound Images Using Speckle Reduction. dHealth (2020)
Christoph Leitner, Robert Jarolim, Andreas Konrad, Annika Kruse, Markus Tilp, Jörg Schröttner, Christian Baumgartner
Automatic Tracking of the Muscle Tendon Junction in Healthy and Impaired Subjects using Deep Learning. CoRR (2020)
Christoph Leitner, Robert Jarolim, Andreas Konrad, Annika Kruse, Markus Tilp, Jörg Schröttner, Christian Baumgartner
. EMBC (2020)
Alexander Lassnig, Theresa Rienmüller, Diether Kramer, Werner Leodolter, Christian Baumgartner, Joerg Schroettner
A novel hybrid modeling approach for the evaluation of integrated care and economic outcome in heart failure treatment. BMC Medical Informatics Decis. Mak. 19 (1) (2019)
Michael Netzer, Friedrich Hanser, Marc Breit, Klaus M. Weinberger, Christian Baumgartner, Daniel Baumgarten
Ensemble Based Approach for Time Series Classification in Metabolomics. dHealth (2019)
Christoph Leitner, Pascal A. Hager, Harald Penasso, Markus Tilp, Luca Benini, Christian Peham, Christian Baumgartner
Ultrasound as a Tool to Study Muscle-Tendon Functions during Locomotion: A Systematic Review of Applications. Sensors 19 (19) (2019)
Lucas Pflanzl-Knizacek, Katharina Bergmoser, Karin Mattersdorfer, Gernot Schilcher, Christian Baumgartner
Development of a Clinical Decision Support System in Intensive Care. eHealth (2018)
Katharina Bergmoser, Lucas Pflanzl-Knizacek, Matthias Hafner, Gernot Schilcher, Christian Baumgartner
Improving Fluid Management in Critical Care - Towards the ICU of the Future. eHealth (2018)
Niels Buchhold, Christian Baumgartner
A New Input Device for Spastics Based on Strain Gauge. Sensors 17 (4) (2017)
Niels Buchhold, Christian Baumgartner
A New, Adaptable, Optical High-Resolution 3-Axis Sensor. Sensors 17 (2) (2017)
Bryn A. Lloyd, Emilio Cherubini, Silvia Farcito, Esra Neufeld, Christian Baumgartner, Niels Kuster
Covering Population Variability: Morphing of Computation Anatomical Models. SASHIMI@MICCAI (2016)
Fabio Ribeiro Cerqueira, Adilson Mendes Ricardo, Alcione de Paiva Oliveira, Armin Graber, Christian Baumgartner
MUMAL2: Improving sensitivity in shotgun proteomics using cost sensitive artificial neural networks and a threshold selector algorithm. BMC Bioinform. 17 (S-18) (2016)
Klaus Donsa, Peter Beck, Bernhard Höll, Julia K. Mader, Lukas Schaupp, Johannes Plank, Katharina Neubauer, Christian Baumgartner, Thomas R. Pieber
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. Int. J. Medical Informatics 90 (2016)
Marc Breit, Michael Netzer, Klaus Weinberger, Christian Baumgartner
Modeling and Classification of Kinetic Patterns of Dynamic Metabolic Biomarkers in Physical Activity. PLoS Comput. Biol. 11 (8) (2015)
Andreas Dander, Michael Handler, Michael Netzer, Bernhard Pfeifer, Michael Seger, Christian Baumgartner
[KD3] A Workflow-Based Application for Exploration of Biomedical Data Sets. Trans. Large Scale Data Knowl. Centered Syst. 4 (2011)
Christian Baumgartner
IT begreifbar machen. Wirtschaftsinformatik Manag. 3 (6) (2011)
Christian Baumgartner, Melanie Osl, Michael Netzer, Daniela Baumgartner
Bioinformatic-driven search for metabolic biomarkers in disease. J. Clin. Bioinform. 1 (2011)
Michael Netzer, Klaus Weinberger, Michael Handler, Michael Seger, Xiaocong Fang, Karl G. Kugler, Armin Graber, Christian Baumgartner
Profiling the human response to physical exercise: a computational strategy for the identification and kinetic analysis of metabolic biomarkers. J. Clin. Bioinform. 1 (2011)
Laurin A. J. Mueller, Karl G. Kugler, Andreas Dander, Christian Baumgartner, Armin Graber, Matthias Dehmer
A Network-based Approach to Classify Disease Stages of Prostate Cancer Using Quantitative Network Measures. BIOCOMP (2010)
Stephan Dreiseitl, Melanie Osl, Christian Baumgartner, Staal A. Vinterbo
An evaluation of heuristics for rule ranking. Artif. Intell. Medicine 50 (3) (2010)
Christian Baumgartner, Gregory D. Lewis, Michael Netzer, Bernhard Pfeifer, Robert E. Gerszten
A new data mining approach for profiling and categorizing kinetic patterns of metabolic biomarkers after myocardial injury. Bioinform. 26 (14) (2010)
Mahesh Visvanathan, Shanker Rao, Vijay Anand, Gerald H. Lushington, Michael Netzer, Christian Baumgartner, George R. Bousfield
A multi-tier data mining workflow to analyze the age related shift from diglycosylated- to tetra-glycosylated-FSH secretion by the anterior pituitary. BCB (2010)
Mahesh Visvanathan, Bernhard Pfeifer, Christian Baumgartner, Bernhard Tilg, Gerald H. Lushington
Integrative Approach for Combining TNFa-NFkB Mathematical Model to a Protein Interaction Connectivity Map. ISBRA (2009)
Michael Netzer, Gunda Millonig, Melanie Osl, Bernhard Pfeifer, Siegfried Praun, Johannes Villinger, Wolfgang Vogel, Christian Baumgartner
A new ensemble-based algorithm for identifying breath gas marker candidates in liver disease using ion molecule reaction mass spectrometry. Bioinform. 25 (7) (2009)
Mahesh Visvanathan, Michael Netzer, Michael Seger, Bhargav S. Adagarla, Christian Baumgartner, Sitta Sittampalam, Gerald H. Lushington
Oncogenes and pathway identification using filter-based approaches between various carcinoma types in lung. Int. J. Comput. Biol. Drug Des. 2 (3) (2009)
Michael Netzer, Gunda Millonig, Bernhard Pfeifer, Kanthida Kusonmano, Siegfried Praun, Johannes Villinger, Wolfgang Vogel, Christian Baumgartner
Stacked Feature Selection in Liver Disease Using IMR-MS Analysis. DEXA Workshops (2009)
Melanie Osl, Stephan Dreiseitl, F. Cerqueira, Michael Netzer, Bernhard Pfeifer, Christian Baumgartner
Demoting redundant features to improve the discriminatory ability in cancer data. J. Biomed. Informatics 42 (4) (2009)
Melanie Osl, Christian Baumgartner, Bernhard Tilg, Stephan Dreiseitl
On the Combination of Logistic Regression and Local Probability Estimates. BroadCom (2008)
Melanie Osl, Stephan Dreiseitl, Bernhard Pfeifer, Klaus Weinberger, Helmut Klocker, Georg Bartsch, Georg Schäfer, Bernhard Tilg, Armin Graber, Christian Baumgartner
A new rule-based algorithm for identifying metabolic markers in prostate cancer using tandem mass spectrometry. Bioinform. 24 (24) (2008)
Melanie Osl, Lucila Ohno-Machado, Christian Baumgartner, Bernhard Tilg, Stephan Dreiseitl
Improving Calibration of Logistic Regression Models by Local Estimates. AMIA (2008)
Bernhard Pfeifer, Johannes Aschaber, Christian Baumgartner, Stephan Dreiseitl, Robert Modre, Günter Schreier, Bernhard Tilg
A data warehouse for prostate cancer biomarker discovery. BIOCOMP (2007)
Claudia Plant, Melanie Osl, Bernhard Tilg, Christian Baumgartner
Feature Selection on High Throughput SELDI-TOF Mass-Spectrometry Data for Identifying Biomarker Candidates in Ovarian and Prostate Cancer. ICDM Workshops (2006)
Claudia Plant, Christian Böhm, Bernhard Tilg, Christian Baumgartner
Enhancing instance-based classification with local density: a new algorithm for classifying unbalanced biomedical data. Bioinform. 22 (8) (2006)
Christian Baumgartner, Gábor Mátyás, Beat Steinmann, Martin Eberle, Jörg I. Stein, Daniela Baumgartner
gene mutations. J. Biomed. Informatics 39 (2) (2006)
Christian Baumgartner, Christian Böhm, Daniela Baumgartner
Modelling of classification rules on metabolic patterns including machine learning and expert knowledge. J. Biomed. Informatics 38 (2) (2005)
Christian Baumgartner, Kurt Gautsch, Christian Böhm, Stephan Felber
Functional Cluster Analysis of CT Perfusion Maps: A New Tool for Diagnosis of Acute Stroke? J. Digit. Imaging 18 (3) (2005)
Christian Baumgartner, Christian Böhm, Daniela Baumgartner, G. Marini, Klaus Weinberger, B. Olgemöller, B. Liebl, A. A. Roscher
Supervised machine learning techniques for the classification of metabolic disorders in newborns. Bioinform. 20 (17) (2004)
Christian Baumgartner, Claudia Plant, Karin Kailing, Hans-Peter Kriegel, Peer Kröger
Subspace Selection for Clustering High-Dimensional Data. ICDM (2004)
Christian Baumgartner
Umsetzung und Realisierung von Performance Measurement - Kriterien für die Bewertung und Gestaltung. HMD Prax. Wirtsch. 227 (2002)
Christian Baumgartner, Peter Kueng
Make or Buy als Teil des IV-Controlling. HMD Prax. Wirtsch. 206 (1999)
Christian Baumgartner
Leistungsmessung und Leistungsverrechnung: Voraussetzungen, Ansätze, Methoden. HMD Prax. Wirtsch. 189 (1996)