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Ioannis Kyprakis

Observed names: Kyprakis, Ioannis, Ιoannis Kyprakis
ORCID: 0009-0000-0711-5108
Observed ORCID: 0009-0000-0711-5108
OpenAlex ID: A5115877553
A Review on Deep Learning for Quality of Life Assessment Through the Use of Wearable Data
2025 · Vasileios Skaramagkas, Ioannis Kyprakis, et al. · IEEE Open Journal of Engineering in Medicine and Biology · 15
Multi-Representation Diagrams for Pain Recognition: Integrating Various Electrodermal Activity Signals into a Single Image
2025 · Stefanos Gkikas, Ioannis Kyprakis, et al. · Companion Publication of the International Conference on Multimodal Interaction (ICMI Companion) · 13
Efficient Pain Recognition via Respiration Signals: A Single Cross-Attention Transformer Multi-Window Fusion Pipeline
2025 · Stefanos Gkikas, Ioannis Kyprakis, et al. · Companion Publication of the International Conference on Multimodal Interaction (ICMI Companion) · 13
Tiny-BioMoE: a Lightweight Embedding Model for Biosignal Analysis
2025 · Stefanos Gkikas, Ioannis Kyprakis, et al. · Companion Publication of the International Conference on Multimodal Interaction (ICMI Companion) · 12
Dual stream transformer for medication state classification in Parkinson’s disease patients using facial videos
2025 · Vasileios Skaramagkas, Iro Boura, et al. · npj Digital Medicine · 10
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Autonomic nervous system maturation in preterm neonates: Correlation with gestational and postmenstrual age (ProMote)
2026 · Theano Kokkinaki, Aristeidis Petrakis, et al. · PLoS ONE · 6
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A Deep Learning approach for Depressive Symptoms assessment in Parkinson’s disease patients using facial videos
2025 · Ioannis Kyprakis, Vasileios Skaramagkas, et al. · Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) · 2
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An Exploratory Analysis of Pain Localization via Explainable Computational Modeling
2026 · Ioannis Kyprakis, Stefanos Gkikas, et al. · International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW) · 1
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Does maternal heart rate variability mediate the association between postpartum depressive symptoms and preterm neonate heart rate variability (ProMote study)?
2026 · Theano Kokkinaki, Aristeidis Petrakis, et al. · Journal of Affective Disorders · 1
A Multidimensional Framework for Data Quality Assessment in Heart Failure: Integrating IEEE 2801-2022 and Fairness Metrics
2025 · Marina Georgoula, Grigorios G. Kotoulas, et al. · IEEE International Conference on Bioinformatics and Bioengineering (BIBE) · 1
FOCUS: A Lightweight Mamba-2 Model for EEG-Based Cognitive Workload Classification
2026 · Kyprakis, Ioannis, Gkikas, Stefanos, et al. · arXiv (Cornell University)
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Physical activity, wearable-derived physiological markers, and stress regulation in older women with breast cancer undergoing treatment: associations with wellbeing and cardiotoxicity status
2026 · Kyprakis, Ioannis, Bonacina, Glora, et al. · Zenodo (CERN European Organization for Nuclear Research)
Addressing Class Imbalance in Multiclass Heart Failure Classification via High-Fidelity Synthetic Patient Cohorts
2026 · Boucharas, Dimitrios G., Kotoulas, Grigorios G., et al. · Zenodo (CERN European Organization for Nuclear Research)
Stress Estimation in Elderly Oncology Patients Using Visual Wearable Representations and Multi-Instance Learning
2026 · Kyprakis, Ioannis, Skaramagkas, Vasileios, et al. · Zenodo (CERN European Organization for Nuclear Research)
A User-Centered, Requirement-Driven Reference Architecture for AI-Enabled Mobile Heart Failure Management
2026 · Kotoulas, Grigorios G., Boucharas, Dimitrios G., et al. · Zenodo (CERN European Organization for Nuclear Research)
Semantic Harmonization of Clinical and mHealth Data for Heart Failure Diagnosis & Risk Stratification
2026 · Boucharas, Dimitrios G., Kotoulas, Grigorios G., et al. · Zenodo (CERN European Organization for Nuclear Research)
Frailty Estimation in Elderly Oncology Patients Using Multimodal Wearable Data and Multi-Instance Learning
2026 · Kyprakis, Ioannis, Skaramagkas, Vasileios, et al. · Zenodo (CERN European Organization for Nuclear Research)
Semantic Harmonization of Clinical and mHealth Data for Heart Failure Diagnosis & Risk Stratification
2026 · Boucharas, Dimitrios, Grigorios, Kotoulas, et al. · Zenodo (CERN European Organization for Nuclear Research)
From Imbalanced Cohorts to Virtual Populations: Leakage-Aware Synthetic Data Augmentation for Heart Failure Diagnosis
2026 · Ioannis Kyprakis, Grigorios G. Kotoulas, et al. · Proceedings - IEEE Symposium on Computer-Based Medical Systems
PHOS Labs and Project Aletheia: From Fragmented Data to Trustworthy Health Intelligence
2026 · Kyprakis, Ioannis, Pavlopoulos, Thomas · Zenodo (CERN European Organization for Nuclear Research)
Stress Estimation in Elderly Oncology Patients Using Visual Wearable Representations and Multi-Instance Learning
2026 · Kyprakis, Ioannis, Skaramagkas, Vasileios, et al. · arXiv (Cornell University)
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Frailty Estimation in Elderly Oncology Patients Using Multimodal Wearable Data and Multi-Instance Learning
2026 · Kyprakis, Ioannis, Skaramagkas, Vasileios, et al. · arXiv (Cornell University)
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Towards PTSD Diagnosis Through ECG Anomaly Detection based on Autoencoders
2025 · Vasileios Skaramagkas, Ioannis Kyprakis, et al. · EAI Endorsed Transactions on Pervasive Health and Technology
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Works count: 26
Citation count: 80
H-index: 6
I10-index: 5
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