Christian Baumgartner
Orcid: 0000-0002-3763-5195
According to our database1,
Christian Baumgartner
authored at least 51 papers
between 1996 and 2024.
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Bibliography
2024
Continuous Health Monitoring on Shared Mobility Devices: A Health-eScooter Prototype.
Proceedings of the 57th Hawaii International Conference on System Sciences, 2024
Proceedings of the 57th Hawaii International Conference on System Sciences, 2024
2023
IEEE Trans. Medical Imaging, March, 2023
2022
A Human-Centered Machine-Learning Approach for Muscle-Tendon Junction Tracking in Ultrasound Images.
IEEE Trans. Biomed. Eng., 2022
Sensors, 2022
AEPUS: a tool for the Automated Extraction of Pennation angles in Ultrasound images with low Signal-to-noise ratio for plane-wave imaging.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
2021
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., 2021
Deep learning in spatiotemporal cardiac imaging: A review of methodologies and clinical usability.
Comput. Biol. Medicine, 2021
UStEMG: an Ultrasound Transparent Tattoo-based sEMG System for Unobtrusive Parallel Acquisitions of Muscle Electro-mechanics.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
2020
Automatic Tracking of the Muscle Tendon Junction in Healthy and Impaired Subjects using Deep Learning.
CoRR, 2020
Automatic Tracking of the Muscle Tendon Junction in Healthy and Impaired Subjects using Deep Learning<sup>*</sup>.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Modeling External Stimulation of Excitable Cells Using a Novel Light-Activated Organic Semiconductor Technology.
Proceedings of the dHealth 2020 - Biomedical Informatics for Health and Care, 2020
Improved Tracking of Muscle Tendon Junctions in Ultrasound Images Using Speckle Reduction.
Proceedings of the dHealth 2020 - Biomedical Informatics for Health and Care, 2020
2019
Ultrasound as a Tool to Study Muscle-Tendon Functions during Locomotion: A Systematic Review of Applications.
Sensors, 2019
A novel hybrid modeling approach for the evaluation of integrated care and economic outcome in heart failure treatment.
BMC Medical Informatics Decis. Mak., 2019
Proceedings of the dHealth 2019 - From eHealth to dHealth, 2019
2018
Proceedings of the Health Informatics Meets eHealth - Biomedical Meets eHealth - From Sensors to Decisions, 2018
Proceedings of the Health Informatics Meets eHealth - Biomedical Meets eHealth - From Sensors to Decisions, 2018
2017
2016
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, 2016
MUMAL2: Improving sensitivity in shotgun proteomics using cost sensitive artificial neural networks and a threshold selector algorithm.
BMC Bioinform., 2016
Proceedings of the Simulation and Synthesis in Medical Imaging, 2016
2015
Modeling and Classification of Kinetic Patterns of Dynamic Metabolic Biomarkers in Physical Activity.
PLoS Comput. Biol., 2015
2011
Trans. Large Scale Data Knowl. Centered Syst., 2011
Profiling the human response to physical exercise: a computational strategy for the identification and kinetic analysis of metabolic biomarkers.
J. Clin. Bioinform., 2011
J. Clin. Bioinform., 2011
2010
A new data mining approach for profiling and categorizing kinetic patterns of metabolic biomarkers after myocardial injury.
Bioinform., 2010
A Network-based Approach to Classify Disease Stages of Prostate Cancer Using Quantitative Network Measures.
Proceedings of the International Conference on Bioinformatics & Computational Biology, 2010
A multi-tier data mining workflow to analyze the age related shift from diglycosylated- to tetra-glycosylated-FSH secretion by the anterior pituitary.
Proceedings of the First ACM International Conference on Bioinformatics and Computational Biology, 2010
2009
J. Biomed. Informatics, 2009
Oncogenes and pathway identification using filter-based approaches between various carcinoma types in lung.
Int. J. Comput. Biol. Drug Des., 2009
A new ensemble-based algorithm for identifying breath gas marker candidates in liver disease using ion molecule reaction mass spectrometry.
Bioinform., 2009
Integrative Approach for Combining TNFa-NFkB Mathematical Model to a Protein Interaction Connectivity Map.
Proceedings of the Bioinformatics Research and Applications, 5th International Symposium, 2009
Proceedings of the Database and Expert Systems Applications, 2009
2008
A new rule-based algorithm for identifying metabolic markers in prostate cancer using tandem mass spectrometry.
Bioinform., 2008
Proceedings of the 2008 Third International Conference on Broadband Communications, 2008
Proceedings of the AMIA 2008, 2008
2007
A data warehouse for prostate cancer biomarker discovery.
Proceedings of the International Conference on Bioinformatics & Computational Biology, 2007
2006
A bioinformatics framework for genotype-phenotype correlation in humans with Marfan syndrome caused by <i>FBN1</i> gene mutations.
J. Biomed. Informatics, 2006
Enhancing instance-based classification with local density: a new algorithm for classifying unbalanced biomedical data.
Bioinform., 2006
Feature Selection on High Throughput SELDI-TOF Mass-Spectrometry Data for Identifying Biomarker Candidates in Ovarian and Prostate Cancer.
Proceedings of the Workshops Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006
2005
Functional Cluster Analysis of CT Perfusion Maps: A New Tool for Diagnosis of Acute Stroke?
J. Digit. Imaging, 2005
Modelling of classification rules on metabolic patterns including machine learning and expert knowledge.
J. Biomed. Informatics, 2005
2004
Supervised machine learning techniques for the classification of metabolic disorders in newborns.
Bioinform., 2004
Proceedings of the 4th IEEE International Conference on Data Mining (ICDM 2004), 2004
2002
Umsetzung und Realisierung von Performance Measurement - Kriterien für die Bewertung und Gestaltung.
HMD Prax. Wirtsch., 2002
1999
1996
HMD Prax. Wirtsch., 1996