Christian Baumgartner

56 papers A* 1Misc 1Journal 33Unranked 20

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Introduction to the Minitrack on Healthcare in Motion: Innovations in Mobility-integrated Health Systems. HICSS Thomas M. Deserno, Christian Baumgartner
2024	—	`conf`	Continuous Health Monitoring on Shared Mobility Devices: A Health-eScooter Prototype. HICSS 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
2024	—	`conf`	Introduction to the Minitrack on Healthcare Applications for Personal Vehicles. HICSS Michael H. Breitner, Christian Baumgartner, Thomas M. Deserno, Andreas Rausch
2024	—	`conf`	Machine and Deep Learning-Based Detection of the Stapedius Reflex for Automatic Cochlear Implant Fitting. SIPAIM Celine Desoyer, Johannes Proksch, Peter Berger, Christian Baumgartner
2024	J	`jnl`	Shedding Light on Cardiac Excitation: In Vitro and In Silico Analysis of Native Ca IEEE Trans. Biomed. Eng. 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
2023	J	`jnl`	Deep Learning-Based Image Registration in Dynamic Myocardial Perfusion CT Imaging. IEEE Trans. Medical Imaging 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
2023	—	`ed.`	Medical Imaging with Deep Learning, MIDL 2023, 10-12 July 2023, Nashville, TN, USA. MIDL Ipek Oguz, Jack H. Noble, Xiaoxiao Li, Martin Styner, Christian Baumgartner, Mirabela Rusu, Tobias Heimann, Despina Kontos, Bennett A. Landman, Benoit M. Dawant
2022	J	`jnl`	A Human-Centered Machine-Learning Approach for Muscle-Tendon Junction Tracking in Ultrasound Images. CoRR 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
2022	J	`jnl`	A Human-Centered Machine-Learning Approach for Muscle-Tendon Junction Tracking in Ultrasound Images. IEEE Trans. Biomed. Eng. 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
2022	J	`jnl`	A Systematic Review of the Transthoracic Impedance during Cardiac Defibrillation. Sensors Yasmine Heyer, Daniela Baumgartner, Christian Baumgartner
2022	—	`conf`	AEPUS: a tool for the Automated Extraction of Pennation angles in Ultrasound images with low Signal-to-noise ratio for plane-wave imaging. EMBC Sergei Vostrikov, Andrea Cossettini, Christoph Leitner, Christian Baumgartner, Luca Benini
2021	J	`jnl`	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. Sonja Langthaler, Theresa Rienmüller, Susanne Scheruebel, Brigitte Pelzmann, Niroj Shrestha, Klaus Zorn-Pauly, Wolfgang Schreibmayer, Andrew Koff, Christian Baumgartner
2021	J	`jnl`	Deep learning in spatiotemporal cardiac imaging: A review of methodologies and clinical usability. Comput. Biol. Medicine Karen Andrea Lara Hernandez, Theresa Rienmüller, Daniela Baumgartner, Christian Baumgartner
2021	—	`conf`	UStEMG: an Ultrasound Transparent Tattoo-based sEMG System for Unobtrusive Parallel Acquisitions of Muscle Electro-mechanics. EMBC Christoph Leitner, Simone Benatti, Kirill Keller, Andrea Cossettini, Victor Javier Kartsch, Harald Penasso, Luca Benini, Francesco Greco, Christian Baumgartner
2020	—	`conf`	Automatic Tracking of the Muscle Tendon Junction in Healthy and Impaired Subjects using Deep Learning EMBC Christoph Leitner, Robert Jarolim, Andreas Konrad, Annika Kruse, Markus Tilp, Jörg Schröttner, Christian Baumgartner
2020	J	`jnl`	Automatic Tracking of the Muscle Tendon Junction in Healthy and Impaired Subjects using Deep Learning. CoRR Christoph Leitner, Robert Jarolim, Andreas Konrad, Annika Kruse, Markus Tilp, Jörg Schröttner, Christian Baumgartner
2020	—	`conf`	Improved Tracking of Muscle Tendon Junctions in Ultrasound Images Using Speckle Reduction. dHealth Bernhard Englmair, Christoph Leitner, Christian Baumgartner
2020	—	`conf`	Modeling External Stimulation of Excitable Cells Using a Novel Light-Activated Organic Semiconductor Technology. dHealth Sara Stoppacher, Susanne Scheruebel, Muammer Üçal, Karin Kornmüller, Eric Glowacki, Rainer Schindl, Niroj Shrestha, Tony Schmidt, Christian Baumgartner, Theresa Rienmüller
2019	J	`jnl`	A novel hybrid modeling approach for the evaluation of integrated care and economic outcome in heart failure treatment. BMC Medical Informatics Decis. Mak. Alexander Lassnig, Theresa Rienmüller, Diether Kramer, Werner Leodolter, Christian Baumgartner, Joerg Schroettner
2019	—	`conf`	Ensemble Based Approach for Time Series Classification in Metabolomics. dHealth Michael Netzer, Friedrich Hanser, Marc Breit, Klaus M. Weinberger, Christian Baumgartner, Daniel Baumgarten
2019	J	`jnl`	Ultrasound as a Tool to Study Muscle-Tendon Functions during Locomotion: A Systematic Review of Applications. Sensors Christoph Leitner, Pascal A. Hager, Harald Penasso, Markus Tilp, Luca Benini, Christian Peham, Christian Baumgartner
2018	—	`conf`	Development of a Clinical Decision Support System in Intensive Care. eHealth Lucas Pflanzl-Knizacek, Katharina Bergmoser, Karin Mattersdorfer, Gernot Schilcher, Christian Baumgartner
2018	—	`conf`	Improving Fluid Management in Critical Care - Towards the ICU of the Future. eHealth Katharina Bergmoser, Lucas Pflanzl-Knizacek, Matthias Hafner, Gernot Schilcher, Christian Baumgartner
2017	J	`jnl`	A New Input Device for Spastics Based on Strain Gauge. Sensors Niels Buchhold, Christian Baumgartner
2017	J	`jnl`	A New, Adaptable, Optical High-Resolution 3-Axis Sensor. Sensors Niels Buchhold, Christian Baumgartner
2016	—	`conf`	Covering Population Variability: Morphing of Computation Anatomical Models. SASHIMI@MICCAI Bryn A. Lloyd, Emilio Cherubini, Silvia Farcito, Esra Neufeld, Christian Baumgartner, Niels Kuster
2016	J	`jnl`	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 Klaus Donsa, Peter Beck, Bernhard Höll, Julia K. Mader, Lukas Schaupp, Johannes Plank, Katharina Neubauer, Christian Baumgartner, Thomas R. Pieber
2016	J	`jnl`	MUMAL2: Improving sensitivity in shotgun proteomics using cost sensitive artificial neural networks and a threshold selector algorithm. BMC Bioinform. Fabio Ribeiro Cerqueira, Adilson Mendes Ricardo, Alcione de Paiva Oliveira, Armin Graber, Christian Baumgartner
2015	J	`jnl`	Modeling and Classification of Kinetic Patterns of Dynamic Metabolic Biomarkers in Physical Activity. PLoS Comput. Biol. Marc Breit, Michael Netzer, Klaus Weinberger, Christian Baumgartner
2011	J	`jnl`	Bioinformatic-driven search for metabolic biomarkers in disease. J. Clin. Bioinform. Christian Baumgartner, Melanie Osl, Michael Netzer, Daniela Baumgartner
2011	J	`jnl`	IT begreifbar machen. Wirtschaftsinformatik Manag. Christian Baumgartner
2011	J	`jnl`	Profiling the human response to physical exercise: a computational strategy for the identification and kinetic analysis of metabolic biomarkers. J. Clin. Bioinform. Michael Netzer, Klaus Weinberger, Michael Handler, Michael Seger, Xiaocong Fang, Karl G. Kugler, Armin Graber, Christian Baumgartner
2011	J	`jnl`	[KD3] A Workflow-Based Application for Exploration of Biomedical Data Sets. Trans. Large Scale Data Knowl. Centered Syst. Andreas Dander, Michael Handler, Michael Netzer, Bernhard Pfeifer, Michael Seger, Christian Baumgartner
2010	—	`conf`	A Network-based Approach to Classify Disease Stages of Prostate Cancer Using Quantitative Network Measures. BIOCOMP Laurin A. J. Mueller, Karl G. Kugler, Andreas Dander, Christian Baumgartner, Armin Graber, Matthias Dehmer
2010	—	`conf`	A multi-tier data mining workflow to analyze the age related shift from diglycosylated- to tetra-glycosylated-FSH secretion by the anterior pituitary. BCB Mahesh Visvanathan, Shanker Rao, Vijay Anand, Gerald H. Lushington, Michael Netzer, Christian Baumgartner, George R. Bousfield
2010	J	`jnl`	A new data mining approach for profiling and categorizing kinetic patterns of metabolic biomarkers after myocardial injury. Bioinform. Christian Baumgartner, Gregory D. Lewis, Michael Netzer, Bernhard Pfeifer, Robert E. Gerszten
2010	J	`jnl`	An evaluation of heuristics for rule ranking. Artif. Intell. Medicine Stephan Dreiseitl, Melanie Osl, Christian Baumgartner, Staal Amund Vinterbo
2009	J	`jnl`	A new ensemble-based algorithm for identifying breath gas marker candidates in liver disease using ion molecule reaction mass spectrometry. Bioinform. Michael Netzer, Gunda Millonig, Melanie Osl, Bernhard Pfeifer, Siegfried Praun, Johannes Villinger, Wolfgang Vogel, Christian Baumgartner
2009	J	`jnl`	Demoting redundant features to improve the discriminatory ability in cancer data. J. Biomed. Informatics Melanie Osl, Stephan Dreiseitl, Fabio Ribeiro Cerqueira, Michael Netzer, Bernhard Pfeifer, Christian Baumgartner
2009	—	`conf`	Integrative Approach for Combining TNFa-NFkB Mathematical Model to a Protein Interaction Connectivity Map. ISBRA Mahesh Visvanathan, Bernhard Pfeifer, Christian Baumgartner, Bernhard Tilg, Gerald H. Lushington
2009	J	`jnl`	Oncogenes and pathway identification using filter-based approaches between various carcinoma types in lung. Int. J. Comput. Biol. Drug Des. Mahesh Visvanathan, Michael Netzer, Michael Seger, Bhargav S. Adagarla, Christian Baumgartner, Sitta Sittampalam, Gerald H. Lushington
2009	—	`conf`	Stacked Feature Selection in Liver Disease Using IMR-MS Analysis. DEXA Workshops Michael Netzer, Gunda Millonig, Bernhard Pfeifer, Kanthida Kusonmano, Siegfried Praun, Johannes Villinger, Wolfgang Vogel, Christian Baumgartner
2008	J	`jnl`	A new rule-based algorithm for identifying metabolic markers in prostate cancer using tandem mass spectrometry. Bioinform. Melanie Osl, Stephan Dreiseitl, Bernhard Pfeifer, Klaus Weinberger, Helmut Klocker, Georg Bartsch, Georg Schäfer, Bernhard Tilg, Armin Graber, Christian Baumgartner
2008	Misc	`conf`	Improving Calibration of Logistic Regression Models by Local Estimates. AMIA Melanie Osl, Lucila Ohno-Machado, Christian Baumgartner, Bernhard Tilg, Stephan Dreiseitl
2008	—	`conf`	On the Combination of Logistic Regression and Local Probability Estimates. BroadCom Melanie Osl, Christian Baumgartner, Bernhard Tilg, Stephan Dreiseitl
2007	—	`conf`	A data warehouse for prostate cancer biomarker discovery. BIOCOMP Bernhard Pfeifer, Johannes Aschaber, Christian Baumgartner, Stephan Dreiseitl, Robert Modre, Günter Schreier, Bernhard Tilg
2006	J	`jnl`	A bioinformatics framework for genotype-phenotype correlation in humans with Marfan syndrome caused by J. Biomed. Informatics Christian Baumgartner, Gábor Mátyás, Beat Steinmann, Martin Eberle, Jörg I. Stein, Daniela Baumgartner
2006	J	`jnl`	Enhancing instance-based classification with local density: a new algorithm for classifying unbalanced biomedical data. Bioinform. Claudia Plant, Christian Böhm, Bernhard Tilg, Christian Baumgartner
2006	—	`conf`	Feature Selection on High Throughput SELDI-TOF Mass-Spectrometry Data for Identifying Biomarker Candidates in Ovarian and Prostate Cancer. ICDM Workshops Claudia Plant, Melanie Osl, Bernhard Tilg, Christian Baumgartner
2005	J	`jnl`	Functional Cluster Analysis of CT Perfusion Maps: A New Tool for Diagnosis of Acute Stroke? J. Digit. Imaging Christian Baumgartner, Kurt Gautsch, Christian Böhm, Stephan Felber
2005	J	`jnl`	Modelling of classification rules on metabolic patterns including machine learning and expert knowledge. J. Biomed. Informatics Christian Baumgartner, Christian Böhm, Daniela Baumgartner
2004	A*	`conf`	Subspace Selection for Clustering High-Dimensional Data. ICDM Christian Baumgartner, Claudia Plant, Karin Kailing, Hans-Peter Kriegel, Peer Kröger
2004	J	`jnl`	Supervised machine learning techniques for the classification of metabolic disorders in newborns. Bioinform. Christian Baumgartner, Christian Böhm, Daniela Baumgartner, G. Marini, Klaus Weinberger, B. Olgemöller, B. Liebl, A. A. Roscher
2002	J	`jnl`	Umsetzung und Realisierung von Performance Measurement - Kriterien für die Bewertung und Gestaltung. HMD Prax. Wirtsch. Christian Baumgartner
1999	J	`jnl`	Make or Buy als Teil des IV-Controlling. HMD Prax. Wirtsch. Christian Baumgartner, Peter Kueng
1996	J	`jnl`	Leistungsmessung und Leistungsverrechnung: Voraussetzungen, Ansätze, Methoden. HMD Prax. Wirtsch. Christian Baumgartner