Georg Dorffner

Austrian Research Institute for Artificial Intelligence — Austria

Neuroscience · Life Sciences

39h-index6.2kcitations284works3.92yr avg
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Research Topics

EEG and Brain-Computer Interfaces(33), Sleep and Wakefulness Research(32), Neural Networks and Applications(31), Complex Systems and Time Series Analysis(27), Sleep and related disorders(24)

Publications283 total

Machine learning-based tool to assess risk of hemodynamically significant PDA in extremely premature infants
Pediatric Research·2025Open Access
Methodological challenges in outcomes research for early-trials for implementation of new therapies in neuropediatric rare diseases
Orphanet Journal of Rare Diseases·2025Open Access
Exploring the role of routine brain imaging in detecting asymptomatic brain metastases in first diagnosed HER2-positive breast cancer
PLoS ONE·2025Open Access
Standardized low-resolution brain electromagnetic tomography does not improve EEG Alzheimer's disease assessment
NeuroImage·2025· 1 citedOpen Access
Comparison of complication rates in transgender top surgery (female to male) between conventional bandages and negative pressure wound therapy – A retrospective analysis
Surgery Open Science·2025Open Access
CO159 Challenges on Outcomes Selection Along Early to Late Phase Clinical Trials of Drug Development: Survey to Experts in Neurosciences Drug Development
Value in Health·2024Open Access
Analysis of the impact of a university distance learning course on digitalization in medicine on students and healthcare professionals
Wiener klinische Wochenschrift·2024Open Access
Prophylactic mastectomies in patients with breast cancer and known germline pathogenetic variants: an Austrian registry
2024Open Access
Methods for Neuroscience Drug Development: Guidance on Standardization of the Process for Defining Clinical Outcome Strategies in Clinical Trials
European Neuropsychopharmacology·2024· 4 citedOpen Access
Methods for Neuroscience Drug Development: Guidance on Standardization of the Process for Defining Clinical Outcome Strategies in Clinical Trials
2024Open Access
NuInsSeg: A fully annotated dataset for nuclei instance segmentation in H&E-stained histological images
Scientific Data·2024· 37 citedOpen Access
On the relationship between Hypoxic Burden and standard PSG variables for obstructive sleep apnea diagnosis and prediction
Sleep Medicine·2024
NuInsSeg: A fully annotated dataset for nuclei instance segmentation in H&E-stained histological images
Zenodo (CERN European Organization for Nuclear Research)·2024· 4 citedOpen Access
NuInsSeg: A fully annotated dataset for nuclei instance segmentation in H&E-stained histological images
Zenodo (CERN European Organization for Nuclear Research)·2024Open Access
Improving generalization capability of deep learning-based nuclei instance segmentation by non-deterministic train time and deterministic test time stain normalization
Computational and Structural Biotechnology Journal·2024· 12 citedOpen Access
Prophylactic mastectomies and bilateral salpingo-oophorectomies in patients with breast cancer and BRCA mutation: an Austrian registry
Research Square (Research Square)·2023Open Access
Improving Generalization Capability of Deep Learning-Based Nuclei Instance Segmentation by Non-deterministic Train Time and Deterministic Test Time Stain Normalization
arXiv (Cornell University)·2023Open Access
NuInsSeg: A Fully Annotated Dataset for Nuclei Instance Segmentation in H&E-Stained Histological Images
arXiv (Cornell University)·2023· 1 citedOpen Access
Editorial: Sleep, vigilance & disruptive behaviors
Frontiers in Psychiatry·2023· 3 citedOpen Access
Liver function indicators in patients with breast cancer before and after detection of hepatic metastases-a retrospective study
PLoS ONE·2023· 17 citedOpen Access
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Frequent Co-authors

Heidi Danker‐Hopfe(7), P. Anderer(7), Georg Gruber(7), B. Saletu(7), J. Zeitlhofer(6), Silvia Parapatics(5), Thomas Penzel(5), Dieter Kunz(5), Amirreza Mahbod(4), Isabella Ellinger(4), Sari‐Leena Himanen(4), B. Kemp(4), Alois Schlögl(4), Marion Boeck(3), Hans Dorn(3), Esther Heller(3), Erna Loretz(3), Doris Moser(3), Andrea Schmidt(3), Gerald Schaefer(3)