Jonathan Dan

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EPFL (École Polytechnique Fédérale de Lausanne)

Switzerland

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Design and validation of distributed EEG signal processing methods for a wearable network of galvanically independent recording units.

Open Date: 2020-01-01

Close Date: 2023-01-01

Articles (11)

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2025

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2025

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2024

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2024

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2024

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2023

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2022

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2022

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2020

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2020

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2020

Collaborators (5)

José Ángel MIRANDA CALERO

EPFL

SWITZERLAND

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Benjamin Vandendriessche

Case Western Reserve University

UNITED STATES

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David Atienza Alonso

Full Professor of Electrical and Computer Engineering, and Director of Embedded Systems Lab. (ESL)

EPFL (École Polytechnique Fédérale de Lausanne)

SWITZERLAND

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Alexander Bertrand

Professor

KU Leuven

BELGIUM

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Borbala Hunyadi

Assistant Professor

Delft University of Technology

NETHERLANDS

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Jonathan Dan

Research Interests

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Recent Grants

Articles (11)

KID-PPG: Knowledge Informed Deep Learning for Extracting Heart Rate From a Smartwatch

Longitudinal high-density cortical auditory event-related potentials and speech-sound discrimination in the first two years of life in extremely and very preterm infants without developmental disorders

SzCORE: Seizure Community Open‐Source Research Evaluation framework for the validation of electroencephalography‐based automated seizure detection algorithms

Validation of artificial intelligence for epileptic seizure detection: Moving from research into the clinic

Enhancing reproducibility of machine learning‐based studies in clinical journals through model cards

Sensor selection and miniaturization limits for detection of interictal epileptiform discharges with wearable EEG

Multiscale entropy as a metric of brain maturation in a large cohort of typically developing children born preterm using longitudinal high-density EEG in the first two years of life

Grouped variable selection for generalized eigenvalue problems

Visual seizure annotation and automated seizure detection using behind-the-ear electroencephalographic channels

Computationally-Efficient Algorithm for Real-Time Absence Seizure Detection in Wearable Electroencephalography.

Wearable sensors to improve activities in individuals with cerebral palsy

Collaborators (5)

José Ángel MIRANDA CALERO

Benjamin Vandendriessche

David Atienza Alonso

Alexander Bertrand

Borbala Hunyadi

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