| Logistic regression and artificial neural network classification models: a methodology review S Dreiseitl, L Ohno-Machado Journal of biomedical informatics 35 (5-6), 352-359, 2002 | 2534 | 2002 |
| A comparison of machine learning methods for the diagnosis of pigmented skin lesions S Dreiseitl, L Ohno-Machado, H Kittler, S Vinterbo, H Billhardt, M Binder Journal of biomedical informatics 34 (1), 28-36, 2001 | 352 | 2001 |
| Comparing three-class diagnostic tests by three-way ROC analysis S Dreiseitl, L Ohno-Machado, M Binder Medical Decision Making 20 (3), 323-331, 2000 | 200 | 2000 |
| The CHOP postnatal weight gain, birth weight, and gestational age retinopathy of prematurity risk model G Binenbaum, G Ying, GE Quinn, J Huang, S Dreiseitl, J Antigua, ... Archives of Ophthalmology 130 (12), 1560-1565, 2012 | 181 | 2012 |
| A clinical prediction model to stratify retinopathy of prematurity risk using postnatal weight gain G Binenbaum, G Ying, GE Quinn, S Dreiseitl, K Karp, RS Roberts, ... Pediatrics 127 (3), e607-e614, 2011 | 161 | 2011 |
| Do physicians value decision support? A look at the effect of decision support systems on physician opinion S Dreiseitl, M Binder Artificial intelligence in medicine 33 (1), 25-30, 2005 | 137 | 2005 |
| Computer-aided epiluminescence microscopy of pigmented skin lesions: the value of clinical data for the classification process M Binder, H Kittler, S Dreiseitl, H Ganster, K Wolff, H Pehamberger Melanoma research 10 (6), 556-561, 2000 | 85 | 2000 |
| A new rule-based algorithm for identifying metabolic markers in prostate cancer using tandem mass spectrometry M Osl, S Dreiseitl, B Pfeifer, K Weinberger, H Klocker, G Bartsch, ... Bioinformatics 24 (24), 2908-2914, 2008 | 79 | 2008 |
| 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 Hable, H Kittler Melanoma research 19 (3), 180-184, 2009 | 74 | 2009 |
| Outlier detection with one-class SVMs: an application to melanoma prognosis S Dreiseitl, M Osl, C Scheibböck, M Binder AMIA annual symposium proceedings 2010, 172, 2010 | 69 | 2010 |
| Using concept hierarchies to improve calculation of patient similarity D Girardi, S Wartner, G Halmerbauer, M Ehrenmüller, H Kosorus, ... Journal of biomedical informatics 63, 66-73, 2016 | 54 | 2016 |
| Risk stratification in heart failure using artificial neural networks. F Atienza, N Martinez-Alzamora, JA De Velasco, S Dreiseitl, ... Proceedings of the AMIA Symposium, 32, 2000 | 50 | 2000 |
| A prospective study of mobile phones for dermatology in a clinical setting J Weingast, C Scheibböck, EMT Wurm, E Ranharter, S Porkert, S Dreiseitl, ... Journal of telemedicine and telecare 19 (4), 213-218, 2013 | 46 | 2013 |
| Evaluating variable selection methods for diagnosis of myocardial infarction. S Dreiseitl, L Ohno-Machado, S Vinterbo Proceedings of the AMIA Symposium, 246, 1999 | 33 | 1999 |
| Differences in examination characteristics of pigmented skin lesions: Results of an eye tracking study S Dreiseitl, M Pivec, M Binder Artificial intelligence in medicine 54 (3), 201-205, 2012 | 26 | 2012 |
| Demoting redundant features to improve the discriminatory ability in cancer data M Osl, S Dreiseitl, F Cerqueira, M Netzer, B Pfeifer, C Baumgartner Journal of biomedical informatics 42 (4), 721-725, 2009 | 26 | 2009 |
| Effects of data anonymization by cell suppression on descriptive statistics and predictive modeling performance L Ohno-Machado, S Vinterbo, S Dreiseitl Journal of the American Medical Informatics Association 9 (Supplement_6 …, 2002 | 25 | 2002 |
| Disambiguation data: extracting information from anonymized sources S Dreiseitl, S Vinterbo, L Ohno-Machado Journal of the American Medical Informatics Association 9 (Supplement_6 …, 2002 | 22 | 2002 |
| Analysis of heart rate variability (HRV) feature robustness for measuring technostress D Baumgartner, T Fischer, R Riedl, S Dreiseitl Information systems and neuroscience: NeuroIS retreat 2018, 221-228, 2019 | 18 | 2019 |
| Applying a decision support system in clinical practice: results from melanoma diagnosis S Dreiseitl, M Binder, S Vinterbo, H Kittler AMIA Annual Symposium Proceedings 2007, 191, 2007 | 16 | 2007 |
