Hugo Gamboa

Hugo Gamboa

Universidade Nova de Lisboa

H-index: 27

Europe-Portugal

About Hugo Gamboa

Hugo Gamboa, With an exceptional h-index of 27 and a recent h-index of 24 (since 2020), a distinguished researcher at Universidade Nova de Lisboa, specializes in the field of Instrumentation, Signal Processing, Machine Learning.

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

Taxonomy and Real-Time Classification of Artifacts during Biosignal Acquisition: A Starter Study and Dataset of ECG

Deep learning for ECG classification: A comparative study of 1D and 2D representations and multimodal fusion approaches

Evaluation of uncertainty quantification methods in multi-label classification: A case study with automatic diagnosis of electrocardiogram

Ensemble Predictors: Possibilistic Combination of Conformal Predictors for Multivariate Time Series Classification

Modelling physiological sensor noise to movement-based virtual reality activities

Predicting post-discharge complications in cardiothoracic surgery: A clinical decision support system to optimize remote patient monitoring resources

Speech-Based Supervised Learning Towards the Diagnosis of Amyotrophic Lateral Sclerosis

DIAGNOSIS OF COVID-19 BY SOUND-BASED ANALYSIS OF VOCAL RECORDINGS

Hugo Gamboa Information

University

Position

Associate Professor Faculdade de Ciências e Tecnologia

Citations(all)

3228

Citations(since 2020)

2190

Cited By

1555

hIndex(all)

27

hIndex(since 2020)

24

i10Index(all)

69

i10Index(since 2020)

54

Email

University Profile Page

Universidade Nova de Lisboa

Google Scholar

View Google Scholar Profile

Hugo Gamboa Skills & Research Interests

Instrumentation

Signal Processing

Machine Learning

Top articles of Hugo Gamboa

Title

Journal

Author(s)

Publication Date

Taxonomy and Real-Time Classification of Artifacts during Biosignal Acquisition: A Starter Study and Dataset of ECG

IEEE Sensors Journal

Hui Liu

Shiyao Zhang

Hugo Gamboa

Tingting Xue

Congcong Zhou

...

2024/1/26

Deep learning for ECG classification: A comparative study of 1D and 2D representations and multimodal fusion approaches

Biomedical Signal Processing and Control

Hemaxi Narotamo

Mariana Dias

Ricardo Santos

André V Carreiro

Hugo Gamboa

...

2024/7/1

Evaluation of uncertainty quantification methods in multi-label classification: A case study with automatic diagnosis of electrocardiogram

Information Fusion

Marília Barandas

Lorenzo Famiglini

Andrea Campagner

Duarte Folgado

Raquel Simão

...

2024/1/1

Ensemble Predictors: Possibilistic Combination of Conformal Predictors for Multivariate Time Series Classification

IEEE Transactions on Pattern Analysis and Machine Intelligence

Andrea Campagner

Marília Barandas

Duarte Folgado

Hugo Gamboa

Federico Cabitza

2024/4/12

Modelling physiological sensor noise to movement-based virtual reality activities

Phil Lopes

Nuno Fachada

Micaela Fonseca

Hugo Gamboa

Claudia Quaresma

Predicting post-discharge complications in cardiothoracic surgery: A clinical decision support system to optimize remote patient monitoring resources

International Journal of Medical Informatics

Ricardo Santos

Bruno Ribeiro

Inês Sousa

Jorge Santos

Federico Guede-Fernández

...

2024/2/1

Speech-Based Supervised Learning Towards the Diagnosis of Amyotrophic Lateral Sclerosis

Ricardo Cebola

Duarte Folgado

André V Carreiro

Hugo Gamboa

2023

DIAGNOSIS OF COVID-19 BY SOUND-BASED ANALYSIS OF VOCAL RECORDINGS

Pulmonology

P Carreiro-Martins

P Paixão

I Caires

A Rodrigues

P Matias

...

2023/3/21

Cleaning ECG with Deep Learning: A Denoiser Based on Gated Recurrent Units

Mariana Dias

Phillip Probst

Luís Silva

Hugo Gamboa

2023/6/25

Multimodal Stress Classification Based on Biosignals Extracted from Smart Devices and Electromyography

Maria Justino

Phillip Probst

Daniel Zagalo

Cátia Cepeda

Hugo Gamboa

2023

Automated Detection of Decision-Making Style, Based on Users’ Online Mouse Pointer Activity

Proceedings of the 16th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2023)-Volume 4: BIOSIGNALS

Marcus Cheetham

Catia Cepeda

Hugo Gamboa

Christoph Hoelscher

Seyedabolfazl Valizadeh

2023

Pattern Recognition and Classification of Low-Intensity Emotions from Physiological Data

Isabel Curioso

Bruno Ribeiro

Pedro Matias

Ricardo Santos

Joana Sousa

...

2023/6/22

Machine Learning Algorithm Development and Metrics Extraction from PPG Signal for Improved Robustness in Wearables

Pedro Veiga

Rui Varandas

Hugo Gamboa

2023

Biomedical Engineering Systems and Technologies: 14th International Joint Conference, BIOSTEC 2021, Virtual Event, February 11–13, 2021, Revised Selected Papers

Claudine Gehin

Bruno Wacogne

Alexandre Douplik

Ronny Lorenz

Bethany Bracken

...

2023

Sensors for Human Activity Recognition

Hui Liu

Hugo Gamboa

Tanja Schultz

2023/6/13

Explainability meets uncertainty quantification: Insights from feature-based model fusion on multimodal time series

Information Fusion

Duarte Folgado

Marília Barandas

Lorenzo Famiglini

Ricardo Santos

Federico Cabitza

...

2023/12/1

Prediction of Sleep Stages Based on Wearable Signals Using Machine Learning Techniques

Rodrigo Duarte Braga

Daniel Osório

Hugo Gamboa

2023

Analysis of Postural Variability of Office Workers Using Inertial Sensors

Fábio Mendes

Phillip Probst

Eduarda Oliosi

Luıs Silva

Cátia Cepeda

...

2023

Addressing the Curse of Missing Data in Clinical Contexts: A Novel Approach to Correlation-Based Imputation

Journal of King Saud University-Computer and Information Sciences

Isabel Curioso

Ricardo Santos

Bruno Ribeiro

André Carreiro

Pedro Coelho

...

2023/4/25

Ergo4workers: Usability Testing of the Second Prototype of an App for the Ergonomic Assessment of Healthcare Professionals

Inês Sabino

Maria do Carmo Fernandes

Bruno Mendes

Carlos Caldeira

Nidia Grazina

...

2023/11/4

See List of Professors in Hugo Gamboa University(Universidade Nova de Lisboa)

Co-Authors

H-index: 67
Tanja Schultz

Tanja Schultz

Universität Bremen

H-index: 35
Ana Cecília Afonso Roque

Ana Cecília Afonso Roque

Universidade Nova de Lisboa

H-index: 17
Hui Liu

Hui Liu

Universität Bremen

H-index: 16
Ricardo Matias

Ricardo Matias

Instituto Politécnico de Setúbal

H-index: 13
Susana I. C. J. Palma

Susana I. C. J. Palma

Universidade Nova de Lisboa

H-index: 10
Claudia Quaresma

Claudia Quaresma

Universidade Nova de Lisboa

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