Publications
Everything Google Scholar indexes, refreshed by hand rather than fetched from the visitor’s browser. Counts are as of 2026-09-13.
- 27
- papers
- 469
- citations
- 12
- h-index
20266
- 4Conferences
AI for better UX in computer-aided engineering: Is academia catching up with industry demands? a multivocal literature review
Euromicro Conference on Software Engineering and Advanced Applications298-312
- 1Preprints
- —Journals
Integration of Transformer-Based Architecture and Large Language Models for Optical Coherence Tomography Data Analysis to Improve the Accuracy of Differential Diagnosis of …
Modern Technologies in Medicine18 (3), 5
- —Preprints
- —Preprints
- —Preprints
20258
- 19Journals
Synthetic electroretinogram signal generation using a conditional generative adversarial network
Documenta Ophthalmologica151 (2), 161-177
- 18Journals
SNOMED CT entity linking challenge
Journal of the American Medical Informatics Association32 (9), 1397-1406
- 9Journals
Remodeling the light-adapted electroretinogram using a bayesian statistical approach
BMC Research Notes18 (1), 33
- 2Journals
Time series classification of autism spectrum disorder using the light-adapted electroretinogram
Bioengineering12 (9), 951
- —Preprints
- —Conferences
Automated Segmentation and Analysis of Cone Photoreceptors in Multimodal Adaptive Optics Imaging
BVM Workshop254-259
- —Journals
Automated diagnostics of epiretinal membrane on OCT images using deep learning algorithms
Sovremennye Tehnologii v Medicine18 (3), 32-36
- —Thesis
Artificial Intelligence for detection and control of retinal and neurodevelopmental disorders
Doctoral thesis, FAU Erlangen-Nürnberg
202410
- 206Journals
OCTDL: Optical coherence tomography dataset for image-based deep learning methods
Scientific Data11 (1), 365
- 29Journals
Segment anything in optical coherence tomography: SAM 2 for volumetric segmentation of retinal biomarkers
Bioengineering11 (9), 940
- 25Journals
Attention to the electroretinogram: Gated multilayer perceptron for ASD classification
IEEE Access12, 52352-52362
- 24Conferences
SNOBERT: A Benchmark for clinical notes entity linking in the SNOMED CT clinical terminology
International Conference on Pattern Recognition154-163
- 24Journals
Electroretinogram analysis using a short-time Fourier transform and machine learning techniques
Bioengineering11 (9), 866
- 21Journals
Spectral analysis of light-adapted electroretinograms in neurodevelopmental disorders: Classification with machine learning
Bioengineering12 (1), 15
- 19Journals
Generating Synthetic Light‐Adapted Electroretinogram Waveforms Using Artificial Intelligence to Improve Classification of Retinal Conditions in Under‐Represented Populations
Journal of Ophthalmology2024 (1), 1990419
- 12Journals
Artificial intelligence for detection of retinal toxicity in chloroquine and hydroxychloroquine therapy using multifocal electroretinogram waveforms
Scientific Reports14 (1), 24853
- 3Conferences
Generalist segmentation algorithm for photoreceptors analysis in adaptive optics imaging
International Conference on Pattern Recognition168-182
- 3Conferences
ERG Classification by Using ML Methods Based on Short-Time Fourier Transform
IEEE Ural-Siberian Conference on Biomedical Engineering
20233
- 26Journals
Enhancing electroretinogram classification with multi-wavelet analysis and visual transformer
Sensors23 (21), 8727
- 21Journals
Optimal combination of mother wavelet and AI model for precise classification of pediatric electroretinogram signals
Sensors23 (13), 5813
- 3Conferences
Comparative Analysis of Machine Learning Clustering Methods for Electroretinogram
International Conference on e-Health and Bioengineering385-392