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Christian Baumgartner
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2020 – today
- 2024
- [j31]Theresa Rienmüller
, Niroj Shrestha
Shedding Light on Cardiac Excitation: In Vitro and In Silico Analysis of Native Ca2+ Channel Activation in Guinea Pig Cardiomyocytes Using Organic Photovoltaic Devices. IEEE Trans. Biomed. Eng. 71(6): 1980-1992 (2024) - [c20]Michael H. Breitner, Christian Baumgartner, Thomas M. Deserno, Andreas Rausch:
Introduction to the Minitrack on Healthcare Applications for Personal Vehicles. HICSS 2024: 3483-3484 - [c19]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: 3485-3494 - 2023
- [j30]Karen Andrea Lara Hernandez, Theresa Rienmüller
Deep Learning-Based Image Registration in Dynamic Myocardial Perfusion CT Imaging. IEEE Trans. Medical Imaging 42(3): 684-696 (2023) - [e1]Ipek Oguz, Jack H. Noble, Xiaoxiao Li, Martin Styner, Christian Baumgartner, Mirabela Rusu, Tobias Heimann, Despina Kontos, Bennett A. Landman, Benoit M. Dawant:
Medical Imaging with Deep Learning, MIDL 2023, 10-12 July 2023, Nashville, TN, USA. Proceedings of Machine Learning Research 227, PMLR 2023 [contents] - 2022
- [j29]Yasmine Heyer
A Systematic Review of the Transthoracic Impedance during Cardiac Defibrillation. Sensors 22(7): 2808 (2022) - [j28]Christoph Leitner
A Human-Centered Machine-Learning Approach for Muscle-Tendon Junction Tracking in Ultrasound Images. IEEE Trans. Biomed. Eng. 69(6): 1920-1930 (2022) - [c18]Sergei Vostrikov, Andrea Cossettini, Christoph Leitner
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: 1520-1526 - [i2]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. CoRR abs/2202.05199 (2022) - 2021
- [j27]Karen Andrea Lara Hernandez, Theresa Rienmüller
Deep learning in spatiotemporal cardiac imaging: A review of methodologies and clinical usability. Comput. Biol. Medicine 130: 104200 (2021) - [j26]Sonja Langthaler
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) - [c17]Christoph Leitner
UStEMG: an Ultrasound Transparent Tattoo-based sEMG System for Unobtrusive Parallel Acquisitions of Muscle Electro-mechanics. EMBC 2021: 7077-7082 - 2020
- [c16]Bernhard Englmair, Christoph Leitner
Improved Tracking of Muscle Tendon Junctions in Ultrasound Images Using Speckle Reduction. dHealth 2020: 1-8 - [c15]Sara Stoppacher, Susanne Scheruebel, Muammer Üçal
Modeling External Stimulation of Excitable Cells Using a Novel Light-Activated Organic Semiconductor Technology. dHealth 2020: 9-16 - [c14]Christoph Leitner
Automatic Tracking of the Muscle Tendon Junction in Healthy and Impaired Subjects using Deep Learning*. EMBC 2020: 4770-4774 - [i1]Christoph Leitner
Automatic Tracking of the Muscle Tendon Junction in Healthy and Impaired Subjects using Deep Learning. CoRR abs/2005.02071 (2020)
2010 – 2019
- 2019
- [j25]Alexander Lassnig
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): 229:1-229:18 (2019) - [j24]Christoph Leitner
Ultrasound as a Tool to Study Muscle-Tendon Functions during Locomotion: A Systematic Review of Applications. Sensors 19(19): 4316 (2019) - [c13]Michael Netzer, Friedrich Hanser, Marc Breit, Klaus M. Weinberger
Ensemble Based Approach for Time Series Classification in Metabolomics. dHealth 2019: 89-96 - 2018
- [c12]Katharina Bergmoser, Lucas Pflanzl-Knizacek
Improving Fluid Management in Critical Care - Towards the ICU of the Future. eHealth 2018: 47-54 - [c11]Lucas Pflanzl-Knizacek
Development of a Clinical Decision Support System in Intensive Care. eHealth 2018: 247-254 - 2017
- [j23]Niels Buchhold, Christian Baumgartner
A New, Adaptable, Optical High-Resolution 3-Axis Sensor. Sensors 17(2): 254 (2017) - [j22]Niels Buchhold, Christian Baumgartner
A New Input Device for Spastics Based on Strain Gauge. Sensors 17(4): 880 (2017) - 2016
- [j21]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): 25-38 (2016) - [j20]Klaus Donsa, Peter Beck, Bernhard Höll, Julia K. Mader
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: 58-67 (2016) - [c10]Bryn A. Lloyd, Emilio Cherubini, Silvia Farcito, Esra Neufeld
Covering Population Variability: Morphing of Computation Anatomical Models. SASHIMI@MICCAI 2016: 13-22 - 2015
- [j19]Marc Breit, Michael Netzer
Modeling and Classification of Kinetic Patterns of Dynamic Metabolic Biomarkers in Physical Activity. PLoS Comput. Biol. 11(8) (2015) - 2011
- [j18]Christian Baumgartner
Bioinformatic-driven search for metabolic biomarkers in disease. J. Clin. Bioinform. 1: 2 (2011) - [j17]Michael Netzer, Klaus Weinberger
Profiling the human response to physical exercise: a computational strategy for the identification and kinetic analysis of metabolic biomarkers. J. Clin. Bioinform. 1: 34 (2011) - [j16]Andreas Dander, Michael Handler, Michael Netzer, Bernhard Pfeifer
[KD3] A Workflow-Based Application for Exploration of Biomedical Data Sets. Trans. Large Scale Data Knowl. Centered Syst. 4: 148-157 (2011) - [j15]Christian Baumgartner:
IT begreifbar machen. Wirtschaftsinformatik Manag. 3(6): 26-29 (2011) - 2010
- [j14]Stephan Dreiseitl, Melanie Osl, Christian Baumgartner
An evaluation of heuristics for rule ranking. Artif. Intell. Medicine 50(3): 175-180 (2010) - [j13]Christian Baumgartner
A new data mining approach for profiling and categorizing kinetic patterns of metabolic biomarkers after myocardial injury. Bioinform. 26(14): 1745-1751 (2010) - [c9]Mahesh Visvanathan, Shanker Rao, Vijay Anand, Gerald H. Lushington
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: 508-514 - [c8]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: 55-61
2000 – 2009
- 2009
- [j12]Michael Netzer
A new ensemble-based algorithm for identifying breath gas marker candidates in liver disease using ion molecule reaction mass spectrometry. Bioinform. 25(7): 941-947 (2009) - [j11]Mahesh Visvanathan, Michael Netzer, Michael Seger, Bhargav S. Adagarla, Christian Baumgartner
Oncogenes and pathway identification using filter-based approaches between various carcinoma types in lung. Int. J. Comput. Biol. Drug Des. 2(3): 236-251 (2009) - [j10]Melanie Osl, Stephan Dreiseitl, F. Cerqueira, Michael Netzer
Demoting redundant features to improve the discriminatory ability in cancer data. J. Biomed. Informatics 42(4): 721-725 (2009) - [c7]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: 333-337 - [c6]Mahesh Visvanathan, Bernhard Pfeifer
Integrative Approach for Combining TNFa-NFkB Mathematical Model to a Protein Interaction Connectivity Map. ISBRA 2009: 63-74 - 2008
- [j9]Melanie Osl, Stephan Dreiseitl, Bernhard Pfeifer
A new rule-based algorithm for identifying metabolic markers in prostate cancer using tandem mass spectrometry. Bioinform. 24(24): 2908-2914 (2008) - [c5]Melanie Osl, Lucila Ohno-Machado, Christian Baumgartner, Bernhard Tilg, Stephan Dreiseitl:
Improving Calibration of Logistic Regression Models by Local Estimates. AMIA 2008 - [c4]Melanie Osl, Christian Baumgartner
On the Combination of Logistic Regression and Local Probability Estimates. BroadCom 2008: 124-128 - 2007
- [c3]Bernhard Pfeifer, Johannes Aschaber, Christian Baumgartner, Stephan Dreiseitl, Robert Modre, Günter Schreier, Bernhard Tilg:
A data warehouse for prostate cancer biomarker discovery. BIOCOMP 2007: 323-327 - 2006
- [j8]Claudia Plant
Enhancing instance-based classification with local density: a new algorithm for classifying unbalanced biomedical data. Bioinform. 22(8): 981-988 (2006) - [j7]Christian Baumgartner, Gábor Mátyás, Beat Steinmann, Martin Eberle, Jörg I. Stein, Daniela Baumgartner
A bioinformatics framework for genotype-phenotype correlation in humans with Marfan syndrome caused by FBN1 gene mutations. J. Biomed. Informatics 39(2): 171-183 (2006) - [c2]Claudia Plant
Feature Selection on High Throughput SELDI-TOF Mass-Spectrometry Data for Identifying Biomarker Candidates in Ovarian and Prostate Cancer. ICDM Workshops 2006: 174-179 - 2005
- [j6]Christian Baumgartner, Christian Böhm, Daniela Baumgartner
Modelling of classification rules on metabolic patterns including machine learning and expert knowledge. J. Biomed. Informatics 38(2): 89-98 (2005) - [j5]Christian Baumgartner
Functional Cluster Analysis of CT Perfusion Maps: A New Tool for Diagnosis of Acute Stroke? J. Digit. Imaging 18(3): 219-226 (2005) - 2004
- [j4]Christian Baumgartner, Christian Böhm, Daniela Baumgartner
Supervised machine learning techniques for the classification of metabolic disorders in newborns. Bioinform. 20(17): 2985-2996 (2004) - [c1]Christian Baumgartner, Claudia Plant
Subspace Selection for Clustering High-Dimensional Data. ICDM 2004: 11-18 - 2002
- [j3]Christian Baumgartner:
Umsetzung und Realisierung von Performance Measurement - Kriterien für die Bewertung und Gestaltung. HMD Prax. Wirtsch. 227 (2002)
1990 – 1999
- 1999
- [j2]Christian Baumgartner, Peter Kueng:
Make or Buy als Teil des IV-Controlling. HMD Prax. Wirtsch. 206: 30-42 (1999) - 1996
- [j1]Christian Baumgartner:
Leistungsmessung und Leistungsverrechnung: Voraussetzungen, Ansätze, Methoden. HMD Prax. Wirtsch. 189 (1996)
Coauthor Index
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last updated on 2024-10-07 22:05 CEST by the dblp team
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