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Emese Sükei

Observed names: Sukei, Emese, Sükei, Emese
ORCID: 0000-0002-8626-7026
Observed ORCID: 0000-0002-8626-7026
OpenAlex ID: A5090095106
Predicting Emotional States Using Behavioral Markers Derived From Passively Sensed Data: Data-Driven Machine Learning Approach
2021 · Emese Sükei, Agnes Norbury, et al. · JMIR mhealth and uhealth · 58
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Multimodal foundation model and benchmark for comprehensive retinal OCT image analysis
2025 · José Morano, Botond Fazekas, et al. · npj Digital Medicine · 26
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Multi-modal representation learning in retinal imaging using self-supervised learning for enhanced clinical predictions
2024 · Emese Sükei, Elisabeth Rumetshofer, et al. · Scientific Reports · 26
Multimodal learning in clinical proteomics: enhancing antimicrobial resistance prediction models with chemical information
2023 · Giovanni Visonà, Diane Duroux, et al. · Bioinformatics · 22
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Shift in Social Media App Usage During COVID-19 Lockdown and Clinical Anxiety Symptoms: Machine Learning–Based Ecological Momentary Assessment Study
2021 · Jihan Ryu, Emese Sükei, et al. · JMIR Mental Health · 19
PyHHMM: A Python Library for Heterogeneous Hidden Markov Models
2022 · Moreno-Pino, Fernando, Sükei, Emese, et al. · arXiv (Cornell University) · 4
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Automatic patient functionality assessment from multimodal data using deep learning techniques – Development and feasibility evaluation
2023 · Emese Sükei, Santiago de Leon-Martinez, et al. · Internet Interventions · 3
Predictive Modeling of Coronary Artery Disease Using Color Fundus Photography-Based Features of Retinal Vasculature
2026 · Natasa Jeremic, Emese Sükei, et al. · Ophthalmology and Therapy · 1
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Improving Clinical Predictions with Multi-Modal Pre-training in Retinal Imaging
2024 · Emese Sükei, Elisabeth Rumetshofer, et al. · IEEE International Symposium on Biomedical Imaging (ISBI) · 1
Early Structure–Function Correlates in Neovascular Age-Related Macular Degeneration Using Artificial Intelligence–Derived OCT Biomarkers
2026 · Virginia Mares, Stefan Sacu, et al. · Ophthalmology Science
Artificial Intelligence-based characterization of therapeutic response in fluid types and volumes influencing retinal function in neovascular age-related macular degeneration
2026 · Sophie Frank-Publig, Wolf Buehl, et al. · Scientific Reports
Advancing OCT-Based Retinal Disease Classification with XLSTM: A Framework for Variable-Length Volume Processing
2025 · Emese Sükei, Marzieh Oghbaie, et al. · IEEE International Symposium on Biomedical Imaging (ISBI)
Continuous Assessment of Function and Disability via Mobile Sensing: Real-World Data-Driven Feasibility Study
2023 · Emese Sükei, Lorena Romero-Medrano, et al. · JMIR Formative Research
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Assessing WHODAS 2.0 Scores from Behavioral Biomarkers: a Data-driven Approach (Preprint)
2022 · Emese Sükei, Lorena Romero-Medrano, et al.
Works count: 15
Citation count: 161
H-index: 5
I10-index: 5
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