Leistungsmessung und Leistungsverrechnung: Voraussetzungen, Ansätze, Methoden. - Christian Baumgartner (HMD Prax. Wirtsch., 1996)

Make or Buy als Teil des IV-Controlling. - Christian Baumgartner; Peter Kueng (HMD Prax. Wirtsch., 1999)

Umsetzung und Realisierung von Performance Measurement - Kriterien für die Bewertung und Gestaltung. - Christian Baumgartner (HMD Prax. Wirtsch., 2002)

Subspace Selection for Clustering High-Dimensional Data. - Christian Baumgartner; Claudia Plant; Karin Kailing; Hans-Peter Kriegel; Peer Kröger (ICDM, 2004)

Supervised machine learning techniques for the classification of metabolic disorders in newborns. - Christian Baumgartner; Christian Böhm 001; Daniela Baumgartner; G. Marini; Klaus Weinberger; B. Olgemöller; B. Liebl; A. A. Roscher (Bioinform., 2004)

Modelling of classification rules on metabolic patterns including machine learning and expert knowledge. - Christian Baumgartner; Christian Böhm 001; Daniela Baumgartner (J. Biomed. Informatics, 2005)

Functional Cluster Analysis of CT Perfusion Maps: A New Tool for Diagnosis of Acute Stroke? - Christian Baumgartner; Kurt Gautsch; Christian Böhm 001; Stephan Felber (J. Digit. Imaging, 2005)

Feature Selection on High Throughput SELDI-TOF Mass-Spectrometry Data for Identifying Biomarker Candidates in Ovarian and Prostate Cancer. - Claudia Plant; Melanie Osl; Bernhard Tilg; Christian Baumgartner (ICDM Workshops, 2006)

Enhancing instance-based classification with local density: a new algorithm for classifying unbalanced biomedical data. - Claudia Plant; Christian Böhm 001; Bernhard Tilg; Christian Baumgartner (Bioinform., 2006)

A bioinformatics framework for genotype-phenotype correlation in humans with Marfan syndrome caused by FBN1 gene mutations. - Christian Baumgartner; Gábor Mátyás; Beat Steinmann; Martin Eberle; Jörg I. Stein; Daniela Baumgartner (J. Biomed. Informatics, 2006)

A data warehouse for prostate cancer biomarker discovery. - Bernhard Pfeifer; Johannes Aschaber; Christian Baumgartner; Stephan Dreiseitl; Robert Modre; Günter Schreier 001; Bernhard Tilg (BIOCOMP, 2007)

Improving Calibration of Logistic Regression Models by Local Estimates. - Melanie Osl; Lucila Ohno-Machado; Christian Baumgartner; Bernhard Tilg; Stephan Dreiseitl (AMIA, 2008)

On the Combination of Logistic Regression and Local Probability Estimates. - Melanie Osl; Christian Baumgartner; Bernhard Tilg; Stephan Dreiseitl (BroadCom, 2008)

A new rule-based algorithm for identifying metabolic markers in prostate cancer using tandem mass spectrometry. - Melanie Osl; Stephan Dreiseitl; Bernhard Pfeifer; Klaus Weinberger; Helmut Klocker; Georg Bartsch; Georg Schäfer; Bernhard Tilg; Armin Graber; Christian Baumgartner (Bioinform., 2008)

Stacked Feature Selection in Liver Disease Using IMR-MS Analysis. - Michael Netzer; Gunda Millonig; Bernhard Pfeifer; Kanthida Kusonmano; Siegfried Praun; Johannes Villinger; Wolfgang Vogel; Christian Baumgartner (DEXA Workshops, 2009)

Integrative Approach for Combining TNFa-NFkB Mathematical Model to a Protein Interaction Connectivity Map. - Mahesh Visvanathan; Bernhard Pfeifer; Christian Baumgartner; Bernhard Tilg; Gerald H. Lushington (ISBRA, 2009)

A new ensemble-based algorithm for identifying breath gas marker candidates in liver disease using ion molecule reaction mass spectrometry. - Michael Netzer; Gunda Millonig; Melanie Osl; Bernhard Pfeifer; Siegfried Praun; Johannes Villinger; Wolfgang Vogel; Christian Baumgartner (Bioinform., 2009)

Oncogenes and pathway identification using filter-based approaches between various carcinoma types in lung. - Mahesh Visvanathan; Michael Netzer; Michael Seger; Bhargav S. Adagarla; Christian Baumgartner; Sitta Sittampalam; Gerald H. Lushington (Int. J. Comput. Biol. Drug Des., 2009)

Demoting redundant features to improve the discriminatory ability in cancer data. - Melanie Osl; Stephan Dreiseitl; Fabio Ribeiro Cerqueira; Michael Netzer; Bernhard Pfeifer; Christian Baumgartner (J. Biomed. Informatics, 2009)

A multi-tier data mining workflow to analyze the age related shift from diglycosylated- to tetra-glycosylated-FSH secretion by the anterior pituitary. - Mahesh Visvanathan; Shanker Rao; Vijay Anand; Gerald H. Lushington; Michael Netzer; Christian Baumgartner; George R. Bousfield (BCB, 2010)

A Network-based Approach to Classify Disease Stages of Prostate Cancer Using Quantitative Network Measures. - Laurin A. J. Mueller; Karl G. Kugler; Andreas Dander; Christian Baumgartner; Armin Graber; Matthias Dehmer (BIOCOMP, 2010)

An evaluation of heuristics for rule ranking. - Stephan Dreiseitl; Melanie Osl; Christian Baumgartner; Staal Amund Vinterbo (Artif. Intell. Medicine, 2010)

A new data mining approach for profiling and categorizing kinetic patterns of metabolic biomarkers after myocardial injury. - Christian Baumgartner; Gregory D. Lewis; Michael Netzer; Bernhard Pfeifer; Robert E. Gerszten (Bioinform., 2010)

Bioinformatic-driven search for metabolic biomarkers in disease. - Christian Baumgartner; Melanie Osl; Michael Netzer; Daniela Baumgartner (J. Clin. Bioinform., 2011)

Profiling the human response to physical exercise: a computational strategy for the identification and kinetic analysis of metabolic biomarkers. - Michael Netzer; Klaus Weinberger; Michael Handler; Michael Seger; Xiaocong Fang; Karl G. Kugler; Armin Graber; Christian Baumgartner (J. Clin. Bioinform., 2011)

[KD3] A Workflow-Based Application for Exploration of Biomedical Data Sets. - Andreas Dander; Michael Handler; Michael Netzer; Bernhard Pfeifer; Michael Seger; Christian Baumgartner (Trans. Large Scale Data Knowl. Centered Syst., 2011)

IT begreifbar machen. - Christian Baumgartner (Wirtschaftsinformatik Manag., 2011)

Modeling and Classification of Kinetic Patterns of Dynamic Metabolic Biomarkers in Physical Activity. - Marc Breit; Michael Netzer; Klaus Weinberger; Christian Baumgartner (PLoS Comput. Biol., 2015)

Covering Population Variability: Morphing of Computation Anatomical Models. - Bryn A. Lloyd; Emilio Cherubini; Silvia Farcito; Esra Neufeld; Christian Baumgartner; Niels Kuster (SASHIMI@MICCAI, 2016)

MUMAL2: Improving sensitivity in shotgun proteomics using cost sensitive artificial neural networks and a threshold selector algorithm. - Fabio Ribeiro Cerqueira; Adilson Mendes Ricardo; Alcione de Paiva Oliveira; Armin Graber; Christian Baumgartner (BMC Bioinform., 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. - Klaus Donsa; Peter Beck; Bernhard Höll; Julia K. Mader; Lukas Schaupp; Johannes Plank; Katharina Neubauer; Christian Baumgartner; Thomas R. Pieber (Int. J. Medical Informatics, 2016)

A New, Adaptable, Optical High-Resolution 3-Axis Sensor. - Niels Buchhold; Christian Baumgartner (Sensors, 2017)

A New Input Device for Spastics Based on Strain Gauge. - Niels Buchhold; Christian Baumgartner (Sensors, 2017)

Improving Fluid Management in Critical Care - Towards the ICU of the Future. - Katharina Bergmoser; Lucas Pflanzl-Knizacek; Matthias Hafner; Gernot Schilcher; Christian Baumgartner (eHealth, 2018)

Development of a Clinical Decision Support System in Intensive Care. - Lucas Pflanzl-Knizacek; Katharina Bergmoser; Karin Mattersdorfer; Gernot Schilcher; Christian Baumgartner (eHealth, 2018)

Ensemble Based Approach for Time Series Classification in Metabolomics. - Michael Netzer; Friedrich Hanser; Marc Breit; Klaus M. Weinberger; Christian Baumgartner; Daniel Baumgarten (dHealth, 2019)

A novel hybrid modeling approach for the evaluation of integrated care and economic outcome in heart failure treatment. - Alexander Lassnig; Theresa Rienmüller; Diether Kramer; Werner Leodolter; Christian Baumgartner; Joerg Schroettner (BMC Medical Informatics Decis. Mak., 2019)

Ultrasound as a Tool to Study Muscle-Tendon Functions during Locomotion: A Systematic Review of Applications. - Christoph Leitner; Pascal A. Hager; Harald Penasso; Markus Tilp; Luca Benini; Christian Peham; Christian Baumgartner (Sensors, 2019)

Improved Tracking of Muscle Tendon Junctions in Ultrasound Images Using Speckle Reduction. - Bernhard Englmair; Christoph Leitner; Christian Baumgartner (dHealth, 2020)

Modeling External Stimulation of Excitable Cells Using a Novel Light-Activated Organic Semiconductor Technology. - Sara Stoppacher; Susanne Scheruebel; Muammer Üçal; Karin Kornmüller; Eric Glowacki; Rainer Schindl; Niroj Shrestha; Tony Schmidt; Christian Baumgartner; Theresa Rienmüller (dHealth, 2020)

Automatic Tracking of the Muscle Tendon Junction in Healthy and Impaired Subjects using Deep Learning*. - Christoph Leitner; Robert Jarolim; Andreas Konrad; Annika Kruse; Markus Tilp; Jörg Schröttner; Christian Baumgartner (EMBC, 2020)

Automatic Tracking of the Muscle Tendon Junction in Healthy and Impaired Subjects using Deep Learning. - Christoph Leitner; Robert Jarolim; Andreas Konrad; Annika Kruse; Markus Tilp; Jörg Schröttner; Christian Baumgartner (CoRR, 2020)

UStEMG: an Ultrasound Transparent Tattoo-based sEMG System for Unobtrusive Parallel Acquisitions of Muscle Electro-mechanics. - Christoph Leitner; Simone Benatti; Kirill Keller; Andrea Cossettini; Victor Javier Kartsch; Harald Penasso; Luca Benini; Francesco Greco; Christian Baumgartner (EMBC, 2021)

Deep learning in spatiotemporal cardiac imaging: A review of methodologies and clinical usability. - Karen Andrea Lara Hernandez; Theresa Rienmüller; Daniela Baumgartner; Christian Baumgartner (Comput. Biol. Medicine, 2021)

A549 in-silico 1.0: A first computational model to simulate cell cycle dependent ion current modulation in the human lung adenocarcinoma. - Sonja Langthaler; Theresa Rienmüller; Susanne Scheruebel; Brigitte Pelzmann; Niroj Shrestha; Klaus Zorn-Pauly; Wolfgang Schreibmayer; Andrew Koff; Christian Baumgartner (PLoS Comput. Biol., 2021)

AEPUS: a tool for the Automated Extraction of Pennation angles in Ultrasound images with low Signal-to-noise ratio for plane-wave imaging. - Sergei Vostrikov; Andrea Cossettini; Christoph Leitner; Christian Baumgartner; Luca Benini (EMBC, 2022)

A Systematic Review of the Transthoracic Impedance during Cardiac Defibrillation. - Yasmine Heyer; Daniela Baumgartner; Christian Baumgartner (Sensors, 2022)

A Human-Centered Machine-Learning Approach for Muscle-Tendon Junction Tracking in Ultrasound Images. - 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 (IEEE Trans. Biomed. Eng., 2022)

Deep Learning-Based Image Registration in Dynamic Myocardial Perfusion CT 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 (IEEE Trans. Medical Imaging, 2023)

Introduction to the Minitrack on Healthcare Applications for Personal Vehicles. - Michael H. Breitner; Christian Baumgartner; Thomas M. Deserno; Andreas Rausch 001 (HICSS, 2024)

Continuous Health Monitoring on Shared Mobility Devices: A Health-eScooter Prototype. - Joana M. Warnecke; Christian Baumgartner; Michael H. Breitner; Dominique F. Briechle; Thomas M. Deserno; Maximilian Heumann; Martin Johns; Alexander Picker; Andreas Rausch 001; Lars C. Wolf (HICSS, 2024)

Machine and Deep Learning-Based Detection of the Stapedius Reflex for Automatic Cochlear Implant Fitting. - Celine Desoyer; Johannes Proksch; Peter Berger; Christian Baumgartner (SIPAIM, 2024)

Shedding Light on Cardiac Excitation: In Vitro and In Silico Analysis of Native Ca2+ Channel Activation in Guinea Pig Cardiomyocytes Using Organic Photovoltaic Devices. - 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; et al. (IEEE Trans. Biomed. Eng., 2024)