Georg Dorffner
Georg Dorffner
Associate Professor, Center for Medical Statistics, Informatics and Intelligent Systems, Medical University of Vienna
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Neural networks for time series processing
G Dorffner
Neural network world 6 (4), 447-468, 1996
Sleep classification according to AASM and Rechtschaffen & Kales: effects on sleep scoring parameters
D Moser, P Anderer, G Gruber, S Parapatics, E Loretz, M Boeck, ...
Sleep 32 (2), 139-149, 2009
Interrater reliability for sleep scoring according to the Rechtschaffen & Kales and the new AASM standard
H Danker‐Hopfe, P Anderer, J Zeitlhofer, M Boeck, H Dorn, G Gruber, ...
Journal of sleep research 18 (1), 74-84, 2009
An E-health solution for automatic sleep classification according to Rechtschaffen and Kales: validation study of the Somnolyzer 24× 7 utilizing the Siesta database
P Anderer, G Gruber, S Parapatics, M Woertz, T Miazhynskaia, G Klösch, ...
Neuropsychobiology 51 (3), 115-133, 2005
Interrater reliability between scorers from eight European sleep laboratories in subjects with different sleep disorders
H Danker‐Hopfe, D Kunz, G Gruber, G Klösch, JL Lorenzo, SL Himanen, ...
Journal of sleep research 13 (1), 63-69, 2004
The SIESTA project polygraphic and clinical database
G Klosh, B Kemp, T Penzel, A Schlogl, P Rappelsberger, E Trenker, ...
IEEE Engineering in Medicine and Biology Magazine 20 (3), 51-57, 2001
Transfer learning using a multi-scale and multi-network ensemble for skin lesion classification
A Mahbod, G Schaefer, C Wang, G Dorffner, R Ecker, I Ellinger
Computer methods and programs in biomedicine 193, 105475, 2020
Artifact processing in computerized analysis of sleep EEG–a review
P Anderer, S Roberts, A Schlögl, G Gruber, G Klösch, W Herrmann, ...
Neuropsychobiology 40 (3), 150-157, 1999
A reliable probabilistic sleep stager based on a single EEG signal
A Flexer, G Gruber, G Dorffner
Artificial intelligence in Medicine 33 (3), 199-207, 2005
Financial volatility trading using recurrent neural networks
P Tino, C Schittenkopf, G Dorffner
IEEE transactions on neural networks 12 (4), 865-874, 2001
Orexin receptor antagonism, a new sleep‐enabling paradigm: a proof‐of‐concept clinical trial
P Hoever, G Dorffner, H Beneš, T Penzel, H Danker‐Hopfe, MJ Barbanoj, ...
Clinical Pharmacology & Therapeutics 91 (6), 975-985, 2012
Direct effect of sunshine on suicide
B Vyssoki, ND Kapusta, N Praschak-Rieder, G Dorffner, M Willeit
JAMA psychiatry 71 (11), 1231-1237, 2014
Using ICA for removal of ocular artifacts in EEG recorded from blind subjects
A Flexer, H Bauer, J Pripfl, G Dorffner
Neural Networks 18 (7), 998-1005, 2005
Computer-assisted sleep classification according to the standard of the American Academy of Sleep Medicine: validation study of the AASM version of the Somnolyzer 24× 7
P Anderer, A Moreau, M Woertz, M Ross, G Gruber, S Parapatics, E Loretz, ...
Neuropsychobiology 62 (4), 250-264, 2010
Konnektionismus: Von neuronalen Netzwerken zu einer „natürlichen “KI
G Dorffner
Springer-Verlag, 2013
Predicting the future of discrete sequences from fractal representations of the past
P Tino, G Dorffner
Machine Learning 45, 187-217, 2001
Forecasting time‐dependent conditional densities: a semi non‐parametric neural network approach
C Schittenkopf, G Dorffner, EJ Dockner
Journal of Forecasting 19 (4), 355-374, 2000
Unified framework for MLPs and RBFNs: Introducing conic section function networks
G Dorffner
Cybernetics and Systems: An International Journal 25 (4), 511-554, 1994
In search of objective components for sleep quality indexing in normal sleep
R Rosipal, A Lewandowski, G Dorffner
Biological psychology 94 (1), 210-220, 2013
Percentile reference charts for selected sleep parameters for 20‐to 80‐year‐old healthy subjects from the SIESTA database
H Danker‐Hopfe, M Schäfer, H Dorn, P Anderer, B Saletu, G Gruber, ...
Somnologie 9 (1), 3-14, 2005
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