Christian Baumgartner

Orcid: 0000-0002-3763-5195

According to our database1, Christian Baumgartner authored at least 52 papers between 1996 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2024
Shedding Light on Cardiac Excitation: In Vitro and In Silico Analysis of Native Ca<sup>2+</sup> Channel Activation in Guinea Pig Cardiomyocytes Using Organic Photovoltaic Devices.
IEEE Trans. Biomed. Eng., June, 2024

Continuous Health Monitoring on Shared Mobility Devices: A Health-eScooter Prototype.
Proceedings of the 57th Hawaii International Conference on System Sciences, 2024

Introduction to the Minitrack on Healthcare Applications for Personal Vehicles.
Proceedings of the 57th Hawaii International Conference on System Sciences, 2024

2023
Deep Learning-Based Image Registration in Dynamic Myocardial Perfusion CT Imaging.
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

A Systematic Review of the Transthoracic Impedance during Cardiac Defibrillation.
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

Ensemble Based Approach for Time Series Classification in Metabolomics.
Proceedings of the dHealth 2019 - From eHealth to dHealth, 2019

2018
Development of a Clinical Decision Support System in Intensive Care.
Proceedings of the Health Informatics Meets eHealth - Biomedical Meets eHealth - From Sensors to Decisions, 2018

Improving Fluid Management in Critical Care - Towards the ICU of the Future.
Proceedings of the Health Informatics Meets eHealth - Biomedical Meets eHealth - From Sensors to Decisions, 2018

2017
A New Input Device for Spastics Based on Strain Gauge.
Sensors, 2017

A New, Adaptable, Optical High-Resolution 3-Axis Sensor.
Sensors, 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

Covering Population Variability: Morphing of Computation Anatomical Models.
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
IT begreifbar machen.
Wirtschaftsinformatik Manag., 2011

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

Bioinformatic-driven search for metabolic biomarkers in disease.
J. Clin. Bioinform., 2011

2010
A new data mining approach for profiling and categorizing kinetic patterns of metabolic biomarkers after myocardial injury.
Bioinform., 2010

An evaluation of heuristics for rule ranking.
Artif. Intell. Medicine, 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
Demoting redundant features to improve the discriminatory ability in cancer data.
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

Stacked Feature Selection in Liver Disease Using IMR-MS Analysis.
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

On the Combination of Logistic Regression and Local Probability Estimates.
Proceedings of the 2008 Third International Conference on Broadband Communications, 2008

Improving Calibration of Logistic Regression Models by Local Estimates.
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

Subspace Selection for Clustering High-Dimensional Data.
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
Make or Buy als Teil des IV-Controlling.
HMD Prax. Wirtsch., 1999

1996
Leistungsmessung und Leistungsverrechnung: Voraussetzungen, Ansätze, Methoden.
HMD Prax. Wirtsch., 1996


  Loading...