C. Baumgartner

发表

Clinical Bioinformatics for Biomarker Discovery in Targeted Metabolomics

Christian Baumgartner, Michael Netzer, Marc Breit, 2016 .

Detection of Motor Endplates in Deep and Pennate Skeletal Muscles in-vivo using Ultrafast Ultrasound

L. Benini, C. Baumgartner, Christoph Leitner, 2020, 2020 IEEE International Ultrasonics Symposium (IUS).

Single-Beat Noninvasive Imaging of Ventricular Endocardial and Epicardial Activation in Patients Undergoing CRT

F. Hanser, C. Baumgartner, M. Netzer, 2011, PloS one.

Assessment of cardiac resynchronization therapy by non-invasive reconstruction of cardiac activation times

F. Hanser, C. Baumgartner, M. Netzer, 2010 .

SeMoP: a new computational strategy for the unrestricted search for modified peptides using LC-MS/MS data.

L. M. Akella, C. Baumgartner, T. Rejtar, 2008, Journal of proteome research.

A Unified Tractography Framework for Comparing Diffusion Models on Clinical Scans

C. Westin, S. Bouix, J. Levitt, 2012 .

Subspace selection for clustering high-dimensional data

Hans-Peter Kriegel, Peer Kröger, Karin Murthy, 2004, Fourth IEEE International Conference on Data Mining (ICDM'04).

Discussion of “Time-frequency Techniques in Biomedical Signal Analysis: A Tutorial Review of Similarities and Differences”

G Pfurtscheller, K J Blinowska, P J Durka, 2013, Methods of Information in Medicine.

MALDI-MS tissue imaging identification of biliverdin reductase B overexpression in prostate cancer.

H. Klocker, S. Rauser, A. Walch, 2013, Journal of proteomics.

Model-Based Vestibular Afferent Stimulation: Evaluating Selective Electrode Locations and Stimulation Waveform Shapes

Christian Baumgartner, Lejo Johnson Chacko, Daniel Baumgarten, 2018, Front. Neurosci..

Simulation and evaluation of stimulation scenarios for targeted vestibular nerve excitation

C. Baumgartner, M. Handler, D. Baumgarten, 2016 .

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

C. Baumgartner, M. Netzer, G. Lushington, 2009 .

Notable Papers and New Directions in Sensors, Signals, and Imaging Informatics

William Hsu, T. Deserno, C. Baumgartner, 2021, Yearbook of medical informatics.

Application of pharmacokinetics to electron-beam tomography of the abdomen.

C. Baumgartner, Roman Kern, R. Rienmüller, 1999, Academic radiology.

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

C. Baumgartner, M. Handler, G. Fischer, 2013, Medical engineering & physics.

Achieving elongated lesions employing cardiac cryoablation: a preclinical evaluation study.

C. Baumgartner, M. Handler, G. Fischer, 2012, Cryobiology.

Stacked Feature Selection in Liver Disease Using IMR-MS Analysis

Bernhard Pfeifer, Michael Netzer, Gunda Millonig, 2009, 2009 20th International Workshop on Database and Expert Systems Application.

Applied Computational Genomics

J. Beckmann, H. Deng, C. Baumgartner, 2018, Translational Bioinformatics.

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

F. Hanser, C. Baumgartner, M. Handler, 2017, PloS one.

Reduced aortic elastic properties in a child with Takayasu arteritis: case report and literature review

C. Baumgartner, T. Trieb, L. Zimmerhackl, 2005, European Journal of Pediatrics.

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

C. Baumgartner, J. Hess, G. Mátyás, 2005, The Journal of thoracic and cardiovascular surgery.

[Measuring cerebral blood flow using electron beam computerized tomography].

E. Graif, H. Hutten, C. Baumgartner, 1997, Biomedizinische Technik. Biomedical engineering.

Simulation and evaluation of freeze-thaw cryoablation scenarios for the treatment of cardiac arrhythmias

F. Hanser, C. Baumgartner, M. Handler, 2015, BioMedical Engineering OnLine.

A novel network-based approach for discovering dynamic metabolic biomarkers in cardiovascular disease

R. Gerszten, C. Baumgartner, A. Asnani, 2018, PloS one.

Non-invasive diagnosis of liver diseases by breath analysis using an optimized ion–molecule reaction-mass spectrometry approach: a pilot study

C. Baumgartner, M. Netzer, S. Mueller, 2010, Biomarkers : biochemical indicators of exposure, response, and susceptibility to chemicals.

Data Mining and Knowledge Discovery in Metabolomics Armin

Christian Baumgartner, Christian Baumgartner, Armin Graber, 2008 .

A Systematic Review of the Transthoracic Impedance during Cardiac Defibrillation

C. Baumgartner, D. Baumgartner, Yasmine Heyer, 2022, Sensors.

A combined approach for similarity search and analysis in biochemical molecular databases

Christian Baumgartner, Marina Popovscaia, C. Baumgartner, 2014 .

Effect of insulating layers in loop applicators for cardiac cryoablation

C. Baumgartner, M. Handler, G. Fischer, 2012 .

Electrical stimulation methods for the preclinical treatment of TBI sequelae - An overview

C. Baumgartner, Karin Kornmueller, M. Nowakowska, 2021 .

Author Correction: Human plasma proteomic profiles indicative of cardiorespiratory fitness

R. Ross, C. Bouchard, R. Gerszten, 2021, Nature Metabolism.

Biomarker Discovery, Disease Classification, and Similarity Query Processing on High-Throughput MS/MS Data of Inborn Errors of Metabolism

Christian Baumgartner, Daniela Baumgartner, C. Baumgartner, 2006, Journal of biomolecular screening.

Data Mining for Biomarker Discovery and Diagnostics in Metabolic Disorders

S. Ramsey, A. Graber, C. Baumgartner, 2006 .

Temperature-Induced Modulation of Voltage-Gated Ion Channels in Human Lung Cancer Cell Line A549 Using Automated Patch Clamp Technology

C. Baumgartner, Katharina Bergmoser, S. Langthaler, 2018, IFMBE Proceedings.

Track G. Neural Signal Processing

Rainer Schubert, Christian Baumgartner, Rudolf Glueckert, 2016, Biomedizinische Technik. Biomedical engineering.

Application of Clinical Bioinformatics

J. Beckmann, H. Deng, C. Baumgartner, 2016, Translational Bioinformatics.

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

Christian Baumgartner, Arvind Ramanathan, Oded Shaham, 2008, The Journal of clinical investigation.

Supervised machine learning techniques for the classification of metabolic disorders in newborns

Christian Böhm, Christian Baumgartner, Daniela Baumgartner, 2004, Bioinform..

Oncogenes and pathway identification using filter-based approaches between various carcinoma types in lung

Sitta Sittampalam, Christian Baumgartner, Gerald H. Lushington, 2009, Int. J. Comput. Biol. Drug Des..

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

Christian Baumgartner, Klaus Weinberger, Michael Netzer, 2015, PLoS Comput. Biol..

A new rule-based algorithm for identifying metabolic markers in prostate cancer using tandem mass spectrometry

Bernhard Pfeifer, Bernhard Tilg, Christian Baumgartner, 2008, Bioinform..

Identifying Biologically Meaningful Groups of Genes in the Androgen Receptor Network

Christian Baumgartner, Marina Popovscaia, Helmut Klocker, 2013, Biomedizinische Technik. Biomedical engineering.

A549 in-silico 1.0: A first computational model to simulate cell cycle dependent ion current modulation in the human lung adenocarcinoma

C. Baumgartner, A. Koff, B. Pelzmann, 2021, PLoS computational biology.

Creating a Novel Mathematical Model of the Kv10.1 Ion Channel and Controlling Channel Activity with Nanoelectromechanical Systems

C. Baumgartner, S. Langthaler, Jasmina Lozanović Šajić, 2022, Applied Sciences.

Discussion of “Computational Electrocardiography: Revisiting Holter ECG Monitoring”

Hartmut Dickhaus, Christian Baumgartner, Karin Schiecke, 2016, Methods of Information in Medicine.

Human plasma proteomic profiles indicative of cardiorespiratory fitness

S. Carr, R. Ross, C. Bouchard, 2021, Nature Metabolism.

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

Christian Böhm, Bernhard Tilg, Christian Baumgartner, 2006, Bioinform..

Improving Phosphopeptide/Protein Identification Using a New Data Mining Framework for MS/MS Spectra Preprocessing

Bernhard Pfeifer, Karl Mechtler, Bernhard Tilg, 2009 .

Demoting redundant features to improve the discriminatory ability in cancer data

Bernhard Pfeifer, Christian Baumgartner, Stephan Dreiseitl, 2009, J. Biomed. Informatics.

A bioinformatics framework for genotype-phenotype correlation in humans with Marfan syndrome caused by FBN1 gene mutations

Christian Baumgartner, Daniela Baumgartner, Martin Eberle, 2006, J. Biomed. Informatics.

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?

Andreas Kühn, Christian Baumgartner, John Hess, 2005, Circulation.

MUMAL: Multivariate analysis in shotgun proteomics using machine learning techniques

Christian Baumgartner, Fabio R Cerqueira, Armin Graber, 2012, BMC Genomics.

Ion Channel Modeling beyond State of the Art: A Comparison with a System Theory-Based Model of the Shaker-Related Voltage-Gated Potassium Channel Kv1.1

C. Baumgartner, S. Weinberg, S. Langthaler, 2022, Cells.

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

Christian Baumgartner, Michael Netzer, Xiaocong Fang, 2013, Cancer treatment reviews.

Bioinformatic-driven search for metabolic biomarkers in disease

Christian Baumgartner, Daniela Baumgartner, Melanie Osl, 2011, Journal of Clinical Bioinformatics.

Impaired Elastic Properties of the Ascending Aorta Persist Within the First 3 Years After Neonatal Coarctation Repair

C. Baumgartner, J. Hess, J. Hörer, 2008, Pediatric Cardiology.

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

C. Baumgartner, G. Mátyás, B. Steinmann, 2006, The Journal of thoracic and cardiovascular surgery.

Semi-Supervised and Task-Driven Data Augmentation

Ender Konukoglu, Krishna Chaitanya, Neerav Karani, 2019, IPMI.

A novel hybrid modeling approach for the evaluation of integrated care and economic outcome in heart failure treatment

Theresa Margarethe Rienmüller, Christian Baumgartner, Diether Kramer, 2019, BMC Medical Informatics and Decision Making.

Knowledge Discovery in Proteomic Mass Spectrometry Data

Bernhard Pfeifer, Christian Baumgartner, Michael Netzer, 2015 .

Manifold alignment for imaging and modelling respiratory motion

Christian Baumgartner, C. Baumgartner, 2016 .

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

Christian Baumgartner, Klaus Weinberger, Michael Netzer, 2011, Journal of Clinical Bioinformatics.

International Society for Therapeutic Ultrasound Conference 2016

Megan E Poorman, Eric L. Miller, Jonathan T. Sutton, 2017, Journal of Therapeutic Ultrasound.

A new ensemble-based algorithm for identifying breath gas marker candidates in liver disease using ion molecule reaction mass spectrometry

Bernhard Pfeifer, Christian Baumgartner, Melanie Osl, 2009, Bioinform..

The Era of Big Data: From Data-Driven Research to Data-Driven Clinical Care

Christian Baumgartner, C. Baumgartner, 2016 .

Bridging Data Management and Knowledge Discovery in the Life Sciences

Bernhard Pfeifer, Bernhard Tilg, Christian Baumgartner, 2008 .

Deep learning in spatiotemporal cardiac imaging: A review of methodologies and clinical usability

Christian Baumgartner, Theresa Rienmüller, Karen Andrea Lara Hernandez, 2020, Comput. Biol. Medicine.

OmicsMiner: A Biological Data Mining Framework

In-Hee Lee, Gerald H. Lushington, Michael Netzer, 2012 .

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

Christian Böhm, Christian Baumgartner, Daniela Baumgartner, 2005, J. Biomed. Informatics.

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

C. Baumgartner, G. Mátyás, J. Stein, 2013 .

An evaluation of heuristics for rule ranking

Christian Baumgartner, Staal A. Vinterbo, Stephan Dreiseitl, 2010, Artif. Intell. Medicine.

Effects of Pooling Samples on the Performance of Classification Algorithms: A Comparative Study

Christian Baumgartner, Klaus R. Liedl, Michael Netzer, 2012, TheScientificWorldJournal.

Electron-beam-computed-tomography of the heart

R. Kern, R. Rienmüller, C. Baumgartner, 1997, Der Radiologe.

Predicting the Cumulative Fluid Intake in Cardiac Intensive Care Patients

C. Baumgartner, G. Schilcher, M. Hafner, 2021 .

Effect of data combination on predictive modeling

Melanie Osl, Stephan Dreiseitl, Lucila Ohno-Machado, 2010 .

Applied Data Mining: From Biomarker Discovery to Decision Support Systems

Stephan Dreiseitl, Melanie Osl, Michael Netzer, 2012 .

Ultrasound as a Tool to Study Muscle–Tendon Functions during Locomotion: A Systematic Review of Applications

Luca Benini, Christian Baumgartner, Markus Tilp, 2019, Sensors.

MUDE: a new approach for optimizing sensitivity in the target-decoy search strategy for large-scale peptide/protein identification.

Benno Schwikowski, Christian Baumgartner, Fabio R Cerqueira, 2010, Journal of proteome research.

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

Christian Baumgartner, Peter Beck, Thomas R. Pieber, 2016, Int. J. Medical Informatics.

Effect of data combination on predictive modeling: a study using gene expression data.

Jihoon Kim, Christian Baumgartner, Stephan Dreiseitl, 2010, AMIA ... Annual Symposium proceedings. AMIA Symposium.

Alterations of field potentials in isotropic cardiomyocyte cell layers induced by multiple endogenous pacemakers under normal and hypothermal conditions.

F. Hanser, C. Baumgartner, M. Handler, 2014, American journal of physiology. Heart and circulatory physiology.

A network-based feature selection approach to identify metabolic signatures in disease.

Christian Baumgartner, Matthias Dehmer, Karl G Kugler, 2012, Journal of theoretical biology.

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

A. Graber, C. Baumgartner, F. Cerqueira, 2016, BMC Bioinformatics.

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

Bernhard Pfeifer, Christian Baumgartner, Klaus R. Liedl, 2009 .

Estimating Cardiac Intensive Care Patients’ Responsiveness to Late Conservative Fluid Management Using Systems Analysis

C. Baumgartner, Martin Horn, Katharina Bergmoser, 2018, IFMBE Proceedings.

Semantic Data Integration on Biomedical Data Using Semantic Web Technologies

Christian Baumgartner, R. Kienast, C. Baumgartner, 2011 .

[KD3] A Workflow-Based Application for Exploration of Biomedical Data Sets

Bernhard Pfeifer, Christian Baumgartner, Michael Netzer, 2011, Trans. Large Scale Data Knowl. Centered Syst..

Genotype-phenotype correlation in patients with fibrillin-1 gene mutations

C. Baumgartner, C. Plant, G. Mátyás, 2005 .

Marfan Syndrome

C Baumgartner, C. Baumgartner, G. Mátyás, 2005, Methods of Information in Medicine.

A new data mining approach for profiling and categorizing kinetic patterns of metabolic biomarkers after myocardial injury

Bernhard Pfeifer, Christian Baumgartner, Michael Netzer, 2010, Bioinform..

Covering Population Variability: Morphing of Computation Anatomical Models

Niels Kuster, Esra Neufeld, Christian Baumgartner, 2016, SASHIMI@MICCAI.

Systems Biology Approach for Mapping TNFα-NFκB Mathematical Model to a Protein Interaction Map

Bernhard Tilg, Christian Baumgartner, Gerald H. Lushington, 2010 .

Integrative Approach for Combining TNFa-NFkB Mathematical Model to a Protein Interaction Connectivity Map

Bernhard Pfeifer, Bernhard Tilg, Christian Baumgartner, 2009, ISBRA.

System identification and mathematical modeling of the pandemic spread COVID-19 in Serbia

C. Baumgartner, S. Langthaler, J. L. Šajić, 2022, IFAC-PapersOnLine.

A data warehouse for prostate cancer biomarker discovery

Bernhard Pfeifer, Robert Modre, Bernhard Tilg, 2007, International Conference on Bioinformatics & Computational Biology.

Bioinformatics Original Paper Enhancing Instance-based Classification with Local Density: a New Algorithm for Classifying Unbalanced Biomedical Data

C. Böhm, C. Baumgartner, C. Plant, 2022 .

Non-invasive diagnosis of liver diseases by breath analysis using an optimized ion–molecule reaction-mass spectrometry approach: a pilot study

C. Baumgartner, S. Mueller, W. Vogel, 2010, Biomarkers : biochemical indicators of exposure, response, and susceptibility to chemicals.

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

Alcione de Paiva Oliveira, Christian Baumgartner, Fabio Ribeiro Cerqueira, 2016, BMC Bioinformatics.

Notable Papers and Trends from 2019 in Sensors, Signals, and Imaging Informatics

Thomas M Deserno, Christian Baumgartner, William Hsu, 2020, Yearbook of Medical Informatics.