| 2011 |
Effect of reject option on classifier performance
S. Dreiseitl, M. Osl - Effect of reject option on classifier performance - Proccedings of 23rd IEEE European Modeling & Simulation Symposium EMSS 2011, Roma, Italien, 2011, pp. 176-180 |
| 2011 |
Effects of data grouping on calibration measures of classifiers
S. Dreiseitl, M. Osl - Effects of data grouping on calibration measures of classifiers - Proceedings of International Conference on Computer Aided Systems Theory EUROCAST 2011, Las Palmas, Spanien, 2011, pp. 359-366 |
| 2011 |
Early diagnosis of acute myocardial infarction using kernel methods
M. Osl, S. Dreiseitl - Early diagnosis of acute myocardial infarction using kernel methods - Proceedings of the 8th IASTED International Conference on Biomedical Engineering, Innsbruck, Österreich, 2011, pp. 175-180 |
| 2010 |
Prediction of metastatic disease by computer aided interpretation of tumour markers in patients with malignant melanoma: a feasibility study
C. Scheibboeck, T. Mehl, D. Rafolt, S. Dreiseitl, K. Schlager, J. Weingast, M. Binder - Prediction of metastatic disease by computer aided interpretation of tumour markers in patients with malignant melanoma: a feasibility study - Proceedings of ehealth 2010, Wien, Österreich, 2010, pp. 161-166 |
| 2010 |
Outlier detection with one-class SVMs: An application to melanoma prognosis
S. Dreiseitl, M. Osl, C. Scheibboeck, M. Binder - Outlier detection with one-class SVMs: An application to melanoma prognosis - Proceedings of the AMIA Annual Fall Symposium 2010, Washington, Vereinigte Staaten von Amerika, 2010, pp. 172-176 |
| 2010 |
Effect of data combination on predictive modeling: A study using gene expression data
M. Osl, S. Dreiseitl, J. Kim, K. Patel, C. Baumgartner, L. Ohno-Machado - Effect of data combination on predictive modeling: A study using gene expression data - Proceedings of the AMIA Annual Fall Symposium 2010, Washington, Vereinigte Staaten von Amerika, 2010, pp. 567-571 |
| 2010 |
An evaluation of heuristics for rule ranking.
S. Dreiseitl, M. Osl, S. Vinterbo - An evaluation of heuristics for rule ranking. - ARTIFICIAL INTELLIGENCE IN MEDICINE, Vol. 50, No. 3, 2010, pp. 175-180 |
| 2009 |
Support Vector Machines
S. Dreiseitl, L. Ohno-Machado - Support Vector Machines in Encyclopedia of Medical Decision Making (Editors: M. Kattan) - SAGE Publications, 2009, pp. 1101-1105 |
| 2009 |
Feature selection based on pairwise classification performance
S. Dreiseitl, M. Osl - Feature selection based on pairwise classification performance - Proceedings of International Conference Computer Aided Systems Theory EUROCAST 2009, Las Palmas, Spanien, 2009, pp. 769-776 |
| 2009 |
Data processing beyond visual interpretation
S. Dreiseitl - Data processing beyond visual interpretation - Proceedings of the 10th International Congress of Dermatology, Prague, Tschechische Republik, 2009, pp. 81-86 |
| 2009 |
Modeling of standardized data entry in dermoscopy
S. Dreiseitl, K. Auracher, S. Puig, J. Malvehy - Modeling of standardized data entry in dermoscopy - Proceedings of 21st European Modeling and Simulation Symposium EMSS 2009, Tenerife, Spanien, 2009, pp. 184-188 |
| 2009 |
Applicability of mobile phones for teledermatology: a pilot study
C. Scheibboeck, S. Dreiseitl, M. Binder - Applicability of mobile phones for teledermatology: a pilot study - Proceedings of the International Conference on Health Informatics—HEALTHINF 2009, Porto, Portugal, 2009, pp. 474-477 |
| 2009 |
Computer versus human diagnosis of melanoma: Evaluation of the feasibility of an automated diagnostic system in a prospective clinical trial
S. Dreiseitl, M. Binder, K. Halble, H. Kittler - Computer versus human diagnosis of melanoma: Evaluation of the feasibility of an automated diagnostic system in a prospective clinical trial - MELANOMA RESEARCH, Vol. 19, No. 3, 2009, pp. 180-184 |
| 2009 |
Demoting redundant features to improve the discriminatory ability in cancer data
M. Osl, S. Dreiseitl, F. Cerqueira, M. Netzer, B. Pfeifer, C. Baumgartner - Demoting redundant features to improve the discriminatory ability in cancer data - Journal of Biomedical Informatics, Vol. 42, No. 4, 2009, pp. 721-725 |
| 2008 |
A new rule-based algorithm for identifying metabolic markers in prostate cancer using tandem mass spectronomy
M. Osl, S. Dreiseitl, B. Pfeifer, K. Weinberger, H. Klocker, G. Bartsch, G. Schaefer, B. Tilg, A. Graber, C. Baumgartner - A new rule-based algorithm for identifying metabolic markers in prostate cancer using tandem mass spectronomy - Bioinformatics, Vol. 24, No. 24, 2008, pp. 2908-2914 |
| 2008 |
Improving calibration of logistic regression models by local estimates
M. Osl, L. Ohno-Machado, S. Dreiseitl - Improving calibration of logistic regression models by local estimates - Proceedings of the AMIA Annual Fall Symposium 2008, Washington, Vereinigte Staaten von Amerika, 2008, pp. 535-539 |
| 2008 |
On the Combination of Logistic Regression and Local Probability Estimates
M. Osl, C. Baumgartner, B. Tilg, S. Dreiseitl - On the Combination of Logistic Regression and Local Probability Estimates - Proceedings of the 3rd International Conference on Broadband Communications, Information Technology and Biomedical Applications, Pretoria, Süd Afrika, 2008, pp. 124-128 |
| 2007 |
Training Multiclass Classifiers by Maximizing the Volume under the ROC Surface
S. Dreiseitl - Training Multiclass Classifiers by Maximizing the Volume under the ROC Surface - Proceedings of International Conference Computer Aided Systems Theory EUROCAST 2007, Las Palmas, Spanien, 2007, pp. 878-885 |
| 2007 |
Applying a decision support system in clinical practice: Results from melanoma diagnosis
S. Dreiseitl, M. Binder, S. Vinterbo, H. Kittler - Applying a decision support system in clinical practice: Results from melanoma diagnosis - Proceedings of the AMIA Annual Fall Symposium 2007, Chicago, Vereinigte Staaten von Amerika, 2007, pp. 191-195 |
| 2007 |
Computer support for standardized dermoscopy report
S. Dreiseitl, K. Auracher, S. Puig, J. Malvehy - Computer support for standardized dermoscopy report - First World Meeting of Interdisciplinary Melanoma/Skin Cancer Centers, Barcelona, Spanien, 2007, pp. 1 |
| 2006 |
Differentiation Between Benign and Malignant Skin Tumors by Image Analysis, Neural Networks, and Other Methods of Machine Learning
M. Binder, H. Kittler, H. Pehamberger, S. Dreiseitl - Differentiation Between Benign and Malignant Skin Tumors by Image Analysis, Neural Networks, and Other Methods of Machine Learning in Bioengineering of the Skin: Skin Imaging and Analysis (Editors: K. P. Wilhelm, P. Elsner, E. Berardesco, H. Maibach) - Informa Healthcare, 2006, pp. 297-304 |
| 2006 |
A note on solution sizes in the haplotype tagging SNPs problem
S. Vinterbo, S. Dreiseitl - A note on solution sizes in the haplotype tagging SNPs problem - Proceedings of the 2nd European Modeling and Simulation Symposium, Barcelona, Spanien, 2006, pp. 659-663 |
| 2006 |
Approximation properties of haplotype tagging
S. Vinterbo, S. Dreiseitl, L. Ohno-Machado - Approximation properties of haplotype tagging - BMC Bioinformatics, Vol. 7, No. 8, 2006, pp. 5 |
| 2006 |
Investigating the Benefits of Decision Support Systems: Lessons From Melanoma Diagnosis
S. Dreiseitl, M. Binder, H. Kittler - Investigating the Benefits of Decision Support Systems: Lessons From Melanoma Diagnosis - 28th Annual Meeting of the Society for Medical Decision Making, Boston, Vereinigte Staaten von Amerika, 2006, pp. 1 |
| 2005 |
Evidence-Based Therapy Planning
W. Jacak, K. Pröll, S. Dreiseitl - Evidence-Based Therapy Planning - Proceedings of FH Science Day 2005, Steyr, Österreich, 2005, pp. 48-53 |
| 2005 |
Nomographic Representation of Logistic Regression Models: A Case Study Using Patient Self-Assessment Data
S. Dreiseitl, A. Harbauer, M. Binder, H. Kittler - Nomographic Representation of Logistic Regression Models: A Case Study Using Patient Self-Assessment Data - Journal of Biomedical Informatics, Vol. 38, No. 5, 2005, pp. 389-394 |
| 2005 |
Do physicians value decision support? A look at the effect of decision support systems on physician opinion
S. Dreiseitl, M. Binder - Do physicians value decision support? A look at the effect of decision support systems on physician opinion - ARTIFICIAL INTELLIGENCE IN MEDICINE, Vol. 33, No. 1, 2005, pp. 25-30 |
| 2004 |
A testing procedure for htSNP approximation algorithms
S. Vinterbo, S. Dreiseitl, L. Ohno-Machado - A testing procedure for htSNP approximation algorithms - Proceedings of the Workshop on Intelligent Data Analysis in Medicine and Pharmacology, Stanford, Vereinigte Staaten von Amerika, 2004, pp. 101-105 |
| 2001 |
Conflict Management in Intelligent Robotic System based on FSM Approach
W. Jacak, K. Pröll, S. Dreiseitl - Conflict Management in Intelligent Robotic System based on FSM Approach - LECTURE NOTES IN COMPUTER SCIENCE, Vol. 2178, No. 2178, 2001, pp. 52-66 |
| 2001 |
Conflict Management in Multiagent Robotic System: FSM and Fuzzy Logic Approach
W. Jacak, K. Pröll, S. Dreiseitl, J. Rozenblit - Conflict Management in Multiagent Robotic System: FSM and Fuzzy Logic Approach - Proceedings of IEEE Intern. Conference System Man Cybernetics SMC'2001, Tucson, Vereinigte Staaten von Amerika, 2001, pp. 1593-1598 |
