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C

Christos Chatzichristos

department of electrical engineering

17H-index
76Paper Count
668Citation Count
Published Papers 20
Publication Date
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Quality assessment of synthetic data in healthcare: a critical appraisal with a focus on subgroup bias
errBMC Medical Informatics and Decision Making
IF3.8
err2026-07-24
err0
errOAAI
errChristos Chatzichristos; Dimitris Katsimpokis; Congting Lai; Lore Van Santvliet; Flavio Camarrone; Daan Knoors; Gijs Geleijnse; Michel Van Speybroek; Martine Lewi; Bart Vannieuwenhuyse; Maarten De Vos
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errSave
Preserved α2 oscillations underpin reserve-related resilience of semantic verbal fluency in multiple sclerosis
errASN Neuro
IF3.7
err2026-07-23
err0
errOAAI
errAA Alexandra Anagnostopoulou; PE Panagiotis E. Kartsidis; NT Nefeli Tsoukaki; MK Maria Karagianni; NM Nikos Melanitis; AL Athanasia Liozidou; IN Ioannis Nikolaidis; CC Christos Chatzichristos; VP Vahe Poghosyan; NG Nikolaos Grigoriadis; LJ Leontios J. Hadjileontiadis; PD Panagiotis D. Bamidis; CS Charis Styliadis
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errSave
A multicenter, video-EEG-based validation of a multimodal wearable device for focal seizure detection in adults: The SeizeIT2 study
errEpilepsia Open
IF2.9
err2026-04-08
err0
errOAAI
errLauren Swinnen; Miguel Bhagubai; Christos Chatzichristos; Yvonne Weber; Stefan Wolking; Ummehan Ermis; Elisabeth Schriewer; Andreas Schulze-Bonhage; Matthias Dümpelmann; Nicolas Zabler; Nino Epitashvilli; Benno Mahler; Arjune Sen; Mkael Symmonds; Mark P. Richardson; Andrea Biondi; Francisco Sales; Abuhaiba Sulaiman I; Maarten De Vos; Wim Van Paesschen
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errSave
Self-Balancing Multimodal Models via Multi-Loss Gradient Modulation
errInternational Journal of Computer Vision
IF9.3
err2026-02-12
err0
PREAI
errKonstantinos Kontras; Christos Chatzichristos; Matthew Blaschko; Maarten De Vos
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errSave
Towards Inclusive AI System Development for Disease Risk Prediction: Collecting, Prioritising and Incorporating User Stories from Heterogeneous Stakeholders
errHCI INTERNATIONAL 2025-LATE BREAKING PAPERS, HCII 2025, PT X
IF0
err2026-01-01
err0
PREAI
errShopland, Nicholas; Burton, Andrew; Brown, David J.; Mahmud, Mufti; Rahman, Muhammad Arifur; Baldwin, David R.; Airola, Antti; Pahikkala, Tapio; Kontio, Elina; Salmi, Jussi; Ferreira, Carlos Alexandre; Pereira, Tania; Oliveira, Helder Filipe; Maceda Garcia, Almudena; Chatzichristos, Christos
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errSave
Non-Direct Contact ECG Signal Classification Using a Hybrid Deep Learning Framework With Validation in Bedside Heart Rate Variability Analysis
errIEEE Journal of Biomedical and Health Informatics
IF6.8
err2025-08-25
err0
PREAI
errZhijun Xiao; Maarten De Vos; Christos Chatzichristos; Yunyi Jiang; Minghui Zhao; Fei Ding; Chenxi Yang; Jianqing Li; Chengyu Liu
errShare
errSave
SeizeIT2: Wearable Dataset Of Patients With Focal Epilepsy
errScientific Data
IF6.9
err2025-07-15
err0
errOAAI
errMiguel Bhagubai; Christos Chatzichristos; Lauren Swinnen; Jaiver Macea; Jingwei Zhang; Lieven Lagae; Katrien Jansen; Andreas Schulze-Bonhage; Francisco Sales; Benno Mahler; Yvonne Weber; Wim Van Paesschen; Maarten De Vos
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errSave
Select for better learning: identifying high-quality training data for a multimodal cyclic transformer
errJOURNAL OF NEURAL ENGINEERING
IF3.8
err2025-04-01
err0
PREAI
errZhang, Jingwei; Liu, Zhaoyi; Chatzichristos, Christos; Michiels, Sam; Van Paesschen, Wim; Hughes, Danny; De Vos, Maarten
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errSave
Tailoring antiseizure treatment with a wearable device: A proof-of-concept study in absence epilepsy
errEPILEPSIA
IF6.6
err2025-03-21
err0
errOAAI
errJaiver Macea; Christos Chatzichristos; Miguel Bhagubai; Maarten De Vos; Wim Van Paesschen
errShare
errSave
Learning Robust Representations of Tonic-Clonic Seizures With Cyclic Transformer
errIEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS
IF6.8
err2024-06-01
err1
PREAI
errZhang, Jingwei; Swinnen, Lauren; Chatzichristos, Christos; Van Paesschen, Wim; De Vos, Maarten
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errSave
Home recording of 3-Hz spike-wave discharges in adults with absence epilepsy using the wearable Sensor Dot
errEPILEPSIA
IF6.6
err2023-12-11
err8
errOAAI
errSwinnen, Lauren; Chatzichristos, Christos; Bhagubai, Miguel; Broux, Victoria; Zabler, Nicolas; Duempelmann, Matthias; Schulze-Bonhage, Andreas; De Vos, Maarten; Van Paesschen, Wim
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errSave
The Power of ECG in Semi-Automated Seizure Detection in Addition to Two-Channel behind-the-Ear EEG
errBIOENGINEERING-BASEL
IF3.7
err2023-04-20
err7
errOAAI
errBhagubai, Miguel; Vandecasteele, Kaat; Swinnen, Lauren; Macea, Jaiver; Chatzichristos, Christos; De Vos, Maarten; Van Paesschen, Wim
errShare
errSave
Automatic annotation correction for wearable EEG based epileptic seizure detection
errJOURNAL OF NEURAL ENGINEERING
IF3.8
err2022-02-28
err15
errOAAI
errZhang, Jingwei; Chatzichristos, Christos; Vandecasteele, Kaat; Swinnen, Lauren; Broux, Victoria; Cleeren, Evy; Van Paesschen, Wim; De Vos, Maarten
errShare
errSave
Early soft and flexible fusion of electroencephalography and functional magnetic resonance imaging via double coupled matrix tensor factorization for multisubject group analysis
errHUMAN BRAIN MAPPING
IF3.3
err2021-11-22
err16
errOAAI
errChatzichristos, Christos; Kofidis, Eleftherios; Van Paesschen, Wim; De Lathauwer, Lieven; Theodoridis, Sergios; Van Huffel, Sabine
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errSave
Accurate detection of typical absence seizures in adults and children using a two-channel electroencephalographic wearable behind the ears
errEPILEPSIA
IF6.6
err2021-09-07
err50
errOAAI
errSwinnen, Lauren; Chatzichristos, Christos; Jansen, Katrien; Lagae, Lieven; Depondt, Chantal; Seynaeve, Laura; Vancaester, Evelien; Van Dycke, Annelies; Macea, Jaiver; Vandecasteele, Kaat; Broux, Victoria; De Vos, Maarten; Van Paesschen, Wim
errShare
errSave
The power of ECG in multimodal patient-specific seizure monitoring: Added value to an EEG-based detector using limited channels
errEPILEPSIA
IF6.6
err2021-07-09
err35
errOAAI
errVandecasteele, Kaat; De Cooman, Thomas; Chatzichristos, Christos; Cleeren, Evy; Swinnen, Lauren; Ortiz, Jaiver Macea; Van Huffel, Sabine; Duempelmann, Matthias; Schulze-Bonhage, Andreas; De Vos, Maarten; Van Paesschen, Wim; Hunyadi, Borbala
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errSave
Classification with a Deferral Option and Low-Trust Filtering for Automated Seizure Detection
errSENSORS
IF3.5
err2021-02-04
err11
errOAAI
errBecker, Thijs; Vandecasteele, Kaat; Chatzichristos, Christos; Van Paesschen, Wim; Valkenborg, Dirk; Van Huffel, Sabine; De Vos, Maarten
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An integrated radiotracer approach for the laboratory evaluation of scale inhibitors performance in geological environments
errCHEMICAL ENGINEERING SCIENCE
IF4.3
err2006-11-01
err13
PREAI
errStamatakis, E.; Chatzichristos, C.; Sagen, J.; Stubos, A. K.; Palyvos, I.; Muller, J.; Stokkan, J. -A.
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errSave
An improved predictive correlation for the induction time of CaCO3 scale formation during flow in porous media
errJOURNAL OF COLLOID AND INTERFACE SCIENCE
IF9.7
err2005-06-01
err30
PREAI
errStamatakis, E; Stubos, A; Palyvos, J; Chatzichristos, C; Muller, J
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errSave
Validation of radiotracer technology in dynamic scaling experiments in porous media
errCHEMICAL ENGINEERING SCIENCE
IF4.3
err2005-03-01
err12
PREAI
errStamatakis, E; Haugan, A; Dugstad, O; Muller, J; Chatzichristos, C; Bjornstad, T; Palyvos, I
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
S
Sabine Van Huffel
H-index: 86 · Papers: 1.3K
A
Andreas Schulze‐Bonhage
H-index: 83 · Papers: 781
L
Lieven Lagae
H-index: 77 · Papers: 514
M
Maarten De Vos
H-index: 60 · Papers: 506
Y
Yvonne Weber
H-index: 60 · Papers: 290
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