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Emese Sükei
Emese Sükei
Postdoctoral researcher, Medical University of Vienna
Adresse e-mail validée de meduniwien.ac.at
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Année
Predicting emotional states using behavioral markers derived from passively sensed data: data-driven machine learning approach
E Sükei, A Norbury, MM Perez-Rodriguez, PM Olmos, A Artés
JMIR mHealth and uHealth 9 (3), e24465, 2021
442021
Shift in social media app usage during COVID-19 lockdown and clinical anxiety symptoms: machine learning–based ecological momentary assessment study
J Ryu, E Sükei, A Norbury, S H Liu, JJ Campaña-Montes, E Baca-Garcia, ...
JMIR mental health 8 (9), e30833, 2021
182021
PyHHMM: A Python library for heterogeneous hidden Markov models
F Moreno-Pino, E Sükei, PM Olmos, A Artés-Rodríguez
arXiv preprint arXiv:2201.06968, 2022
92022
Multimodal learning in clinical proteomics: enhancing antimicrobial resistance prediction models with chemical information
G Visonà, D Duroux, L Miranda, E Sükei, Y Li, K Borgwardt, C Oliver
Bioinformatics 39 (12), btad717, 2023
62023
Automatic patient functionality assessment from multimodal data using deep learning techniques–Development and feasibility evaluation
E Sükei, S de Leon-Martinez, PM Olmos, A Artés
Internet Interventions 33, 100657, 2023
52023
H Liu S, Campaña-Montes JJ, Baca-Garcia E, et al
J Ryu, E Sükei, A Norbury
Shift in social media app usage during COVID-19 lockdown and clinical …, 2021
52021
Continuous Assessment of Function and Disability via Mobile Sensing: Real-World Data-Driven Feasibility Study
E Sükei, L Romero-Medrano, S de Leon-Martinez, J Herrera López, ...
JMIR Formative Research 7, e47167, 2023
2*2023
Learning Retinal Representations from Multi-modal Imaging via Contrastive Pre-training
E Sükei, E Rumetshofer, N Schmidinger, U Schmidt-Erfurth, G Klambauer, ...
Medical Imaging with Deep Learning, short paper track, 2023
12023
Multi-modal representation learning in retinal imaging using self-supervised learning for enhanced clinical predictions
E Sükei, E Rumetshofer, N Schmidinger, A Mayr, U Schmidt-Erfurth, ...
Scientific Reports 14, 26802, 2024
2024
Artificial Intelligence-supported Treatment in neovascular AMD: Retinal Fluid correlation with Photoreceptor condition and Baseline Characteristics
S Frank, V Mares, S Sacu, P Fuchs, LM Coulibaly, G Faustmann, ...
Investigative Ophthalmology & Visual Science 65 (7), 2114-2114, 2024
2024
Enriching AI-based Predictive Models from Retinal Imaging by Multi-Modal Contrastive Pre-training
E Sükei, S Riedl, E Rumetshofer, N Schmidinger, A Mayr, ...
Investigative Ophthalmology & Visual Science 65 (7), 450-450, 2024
2024
Improving Clinical Predictions with Multi-Modal Pre-training in Retinal Imaging
E Sükei, E Rumetshofer, N Schmidinger, A Mayr, U Schmidt-Erfurth, ...
2024 IEEE International Symposium on Biomedical Imaging (ISBI), 1-5, 2024
2024
A Step Towards Advancing Digital Phenotyping In Mental Healthcare
E Sükei
Universidad Carlos III de Madrid, 2022
2022
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