Carolina Varon

About Carolina Varon

Carolina Varon, With an exceptional h-index of 23 and a recent h-index of 19 (since 2020), a distinguished researcher at Katholieke Universiteit Leuven, specializes in the field of Machine Learning, Biomedical Data Processing.

His recent articles reflect a diverse array of research interests and contributions to the field:

Temperature induced self-healing properties of alginate gelatin hydrogels

DS-MS-TCN: Otago Exercises Recognition with a Dual-Scale Multi-Stage Temporal Convolutional Network

Otago Exercises Monitoring for Older Adults by a Single IMU and Hierarchical Machine Learning Models

A unified framework for multi-lead ECG characterization using Laplacian Eigenmaps

Excitation-Contraction Coupling, Electrophysiology, and Arrhythmias: Regional beat-to-beat variability of repolarization increases during ischemia and predicts imminent …

Regional beat-to-beat variability of repolarization increases during ischemia and predicts imminent arrhythmias in a pig model of myocardial infarction

A Deep Learning Image-to-Image Translation Approach for a More Accessible Estimator of the Healing Time of Burns

Exploring the use of Granger causality for the identification of chemical exposure based on physiological data

Carolina Varon Information

University

Position

Assistant Professor

Citations(all)

1981

Citations(since 2020)

1500

Cited By

988

hIndex(all)

23

hIndex(since 2020)

19

i10Index(all)

50

i10Index(since 2020)

41

Email

University Profile Page

Google Scholar

Carolina Varon Skills & Research Interests

Machine Learning

Biomedical Data Processing

Top articles of Carolina Varon

Temperature induced self-healing properties of alginate gelatin hydrogels

Materials Letters

2024/5/15

Carolina Varon
Carolina Varon

H-Index: 16

DS-MS-TCN: Otago Exercises Recognition with a Dual-Scale Multi-Stage Temporal Convolutional Network

arXiv preprint arXiv:2402.02910

2024/2/5

Carolina Varon
Carolina Varon

H-Index: 16

Bart Vanrumste
Bart Vanrumste

H-Index: 24

Otago Exercises Monitoring for Older Adults by a Single IMU and Hierarchical Machine Learning Models

IEEE Transactions on Neural Systems and Rehabilitation Engineering

2024/1/17

Carolina Varon
Carolina Varon

H-Index: 16

Bart Vanrumste
Bart Vanrumste

H-Index: 24

A unified framework for multi-lead ECG characterization using Laplacian Eigenmaps

Physiological Measurement

2023/7/24

Excitation-Contraction Coupling, Electrophysiology, and Arrhythmias: Regional beat-to-beat variability of repolarization increases during ischemia and predicts imminent …

American Journal of Physiology-Heart and Circulatory Physiology

2023/7/7

Regional beat-to-beat variability of repolarization increases during ischemia and predicts imminent arrhythmias in a pig model of myocardial infarction

American Journal of Physiology-Heart and Circulatory Physiology

2023/7/1

A Deep Learning Image-to-Image Translation Approach for a More Accessible Estimator of the Healing Time of Burns

IEEE Transactions on Biomedical Engineering

2023/4/17

Vanja Miskovic
Vanja Miskovic

H-Index: 1

Carolina Varon
Carolina Varon

H-Index: 16

Exploring the use of Granger causality for the identification of chemical exposure based on physiological data

Frontiers in Network Physiology

2023/3/15

Carolina Varon
Carolina Varon

H-Index: 16

Characterization of rheumatic heart disease from electrocardiogram recordings

Physiological Measurement

2023/3/1

Carolina Varon
Carolina Varon

H-Index: 16

Bart Vanrumste
Bart Vanrumste

H-Index: 24

Relating QRS voltages to left ventricular mass and body composition in elite endurance athletes

European Journal of Applied Physiology

2023/3

Classification of symptomatic rheumatic heart disease from wearable single-lead ECG signals

2023/1/27

Carolina Varon
Carolina Varon

H-Index: 16

Bart Vanrumste
Bart Vanrumste

H-Index: 24

Obstructive Sleep Apnea Screening by Joint Saturation Signal Analysis and PPG-derived Pulse Rate Oscillations

IEEE Journal of Biomedical and Health Informatics

2023/11/10

Carolina Varon
Carolina Varon

H-Index: 16

Jesús Lázaro
Jesús Lázaro

H-Index: 13

OPEN ACCESS EDITED BY

Community Series-Extremophiles: Microbial Genomics and Taxogenomics, Volume II

2023/11/22

Cross-Subject Mindfulness Meditation EEG Decoding

2023/10/25

A Multi-Stage Temporal Convolutional Network for Volleyball Jumps Classification Using a Waist-Mounted IMU

arXiv preprint arXiv:2310.13097

2023/10/19

Assessment of Deep Learning Approaches for the Detection of Cardio-Respiratory Causal Interactions

2023/10/1

Xiao Hu
Xiao Hu

H-Index: 1

Carolina Varon
Carolina Varon

H-Index: 16

Sleep apnea severity stratification by an FFT-based PPG-derived index

2022/10/9

Carolina Varon
Carolina Varon

H-Index: 16

Estratificación de la severidad de la apnea del sueño mediante un índice derivado de PPG basado en FFT

Jornada de Jóvenes Investigadores del I3A

2022/7/18

Carolina Varon
Carolina Varon

H-Index: 16

Jesús Lázaro
Jesús Lázaro

H-Index: 13

U-Net based Mapping from Digital Images to Laser Doppler Imaging for Burn Assessment

2022/7/11

Vanja Miskovic
Vanja Miskovic

H-Index: 1

Carolina Varon
Carolina Varon

H-Index: 16

Are Gyroscopes an Added Value in Leave-One-Subject-Out Activity Recognition with IMUs?

2022/7/11

Carolina Varon
Carolina Varon

H-Index: 16

Bart Vanrumste
Bart Vanrumste

H-Index: 24

See List of Professors in Carolina Varon University(Katholieke Universiteit Leuven)