Researcher
Christos Chatzichristos
- Disciplines:Machine learning and decision making, Biomedical signal processing
Affiliations
- Dynamical Systems, Signal Processing and Data Analytics (STADIUS) (Division)
Member
From1 Aug 2020 → Today - ESAT - STADIUS, Stadius Centre for Dynamical Systems, Signal Processing and Data Analytics (Division)
Member
From1 Dec 2018 → 31 Jul 2020
Projects
1 - 4 of 4
- Adaptive Enhancement of Wearable data using Machine Learning for Healthcare ApplicationsFrom8 Dec 2023 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Generation of synthetic medical dataFrom22 Sep 2023 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Synthetic data in healthcareFrom1 Sep 2023 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- AI-based Model FusionFrom5 Oct 2020 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
Publications
1 - 10 of 18
- Home recording of 3-Hz spike-wave discharges in adults with absence epilepsy using the wearable Sensor Dot(2024)
Authors: Lauren Swinnen, Christos Chatzichristos, Maarten De Vos, Wim Van Paesschen
Pages: 378 - 388 - CoRe-Sleep: A Multimodal Fusion Framework for Time Series Robust to Imperfect Modalities.(2024)
Authors: Christos Chatzichristos, Johan Suykens, Maarten De Vos
Pages: 840 - 849 - Detecting Epileptic Seizures Using Hand-Crafted and Automatically Constructed EEG Features(2024)
Authors: Christos Chatzichristos, Wim Van Paesschen, Maarten De Vos, Jesse Davis
Pages: 318 - 325 - The Power of ECG in Semi-Automated Seizure Detection in Addition to Two-Channel behind-the-Ear EEG(2023)
Authors: Lauren Swinnen, Christos Chatzichristos, Maarten De Vos, Wim Van Paesschen
- Multimodal detection of typical absence seizures in home environment with wearable electrodes(2022)
Authors: Christos Chatzichristos, Lauren Swinnen, Wim Van Paesschen, Maarten De Vos
- Automatic annotation correction for wearable EEG based epileptic seizure detection(2022)
Authors: Jingwei Zhang, Christos Chatzichristos, Lauren Swinnen, Evy Cleeren, Wim Van Paesschen, Maarten De Vos
- Coupled tensor decompositions for data fusion(2022)
Authors: Christos Chatzichristos, Simon Van Eyndhoven, Sabine Van Huffel
Pages: 341 - 370 - Early soft and flexible fusion of electroencephalography and functional magnetic resonance imaging via double coupled matrix tensor factorization for multisubject group analysis(2021)
Authors: Christos Chatzichristos, Wim Van Paesschen, Lieven De Lathauwer, Sabine Van Huffel
Pages: 1231 - 1255 - Accurate detection of typical absence seizures in adults and children using a two-channel electroencephalographic wearable behind the ears(2021)
Authors: Lauren Swinnen, Christos Chatzichristos, Katrien Jansen, Lieven Lagae, Kaat Vandecasteele, Maarten De Vos, Wim Van Paesschen
- A non-conformity approach towards post-prostatectomy metastasis estimation using a multicentre prostate cancer database(2021)
Authors: Christos Chatzichristos, Andries Clinckaert, Wouter Everaerts, Maarten De Vos
Pages: 1 - 20
Linked dataset
1 - 1 of 1
- SeizeIT1 (Creator)