Rui Pedro Paiva

Rui Pedro Paiva

Universidade de Coimbra

H-index: 30

Europe-Portugal

About Rui Pedro Paiva

Rui Pedro Paiva, With an exceptional h-index of 30 and a recent h-index of 21 (since 2020), a distinguished researcher at Universidade de Coimbra, specializes in the field of Music Information Retrieval, Music Emotion Recognition, Medical Informatics, Feature Engineering, Applied Machine Learning.

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

A Comparison Study of Deep Learning Methodologies for Music Emotion Recognition

Decoding Music-Evoked Valence and Arousal: Unraveling the Neural Correlates of Naturalistic Music Characteristics through fMRI

Ensemble deep learning model for dimensionless respiratory airflow estimation using respiratory sound

A deep learning method for predicting the COVID-19 ICU patient outcome fusing X-rays, respiratory sounds, and ICU parameters

A Pattern Recognition Framework to Investigate the Neural Correlates of Music

Audio Features for Music Emotion Recognition: a Survey

Pediatric Respiratory Sound Classification Using a Dual Input Deep Learning Architecture

BRACETS: Bimodal repository of auscultation coupled with electrical impedance thoracic signals

Rui Pedro Paiva Information

University

Position

Professor @ Portugal

Citations(all)

2906

Citations(since 2020)

1804

Cited By

1596

hIndex(all)

30

hIndex(since 2020)

21

i10Index(all)

64

i10Index(since 2020)

38

Email

University Profile Page

Universidade de Coimbra

Google Scholar

View Google Scholar Profile

Rui Pedro Paiva Skills & Research Interests

Music Information Retrieval

Music Emotion Recognition

Medical Informatics

Feature Engineering

Applied Machine Learning

Top articles of Rui Pedro Paiva

Title

Journal

Author(s)

Publication Date

A Comparison Study of Deep Learning Methodologies for Music Emotion Recognition

Sensors

Pedro Lima Louro

Hugo Redinho

Ricardo Malheiro

Rui Pedro Paiva

Renato Panda

2024/1

Decoding Music-Evoked Valence and Arousal: Unraveling the Neural Correlates of Naturalistic Music Characteristics through fMRI

bioRxiv

Alexandre Sayal

Ana Gabriela Guedes

Inês Almeida

Daniela Jardim Pereira

César Lima

...

2024

Ensemble deep learning model for dimensionless respiratory airflow estimation using respiratory sound

Biomedical Signal Processing and Control

Diogo Pessoa

Bruno Machado Rocha

Maria Gomes

Guilherme Rodrigues

Georgios Petmezas

...

2024/1/1

A deep learning method for predicting the COVID-19 ICU patient outcome fusing X-rays, respiratory sounds, and ICU parameters

Expert Systems with Applications

Yunan Wu

Bruno Machado Rocha

Evangelos Kaimakamis

Grigorios-Aris Cheimariotis

Georgios Petmezas

...

2024/1/1

A Pattern Recognition Framework to Investigate the Neural Correlates of Music

Ana Gabriela Guedes

Alexandre Sayal

Renato Panda

Rui Pedro Paiva

Bruno Direito

2023/10/27

Audio Features for Music Emotion Recognition: a Survey

IEEE Transactions on Affective Computing

Renato Panda

Ricardo Malheiro

Rui Pedro Paiva

2020/10/19

Pediatric Respiratory Sound Classification Using a Dual Input Deep Learning Architecture

Diogo Pessoa

Georgios Petmezas

Vasileios E Papageorgiou

Bruno M Rocha

Leandros Stefanopoulos

...

2023/10/19

BRACETS: Bimodal repository of auscultation coupled with electrical impedance thoracic signals

Computer Methods and Programs in Biomedicine

Diogo Pessoa

Bruno Machado Rocha

Claas Strodthoff

Maria Gomes

Guilherme Rodrigues

...

2023/10/1

Wearable pulmonary monitoring system with integrated functional lung imaging and chest sound recording: a clinical investigation in healthy subjects

Physiological Measurement

Inez Frerichs

Rita Paradiso

Vassilis Kilintzis

Bruno M Rocha

Fabian Braun

...

2023/4/18

Automatic wheeze segmentation using harmonic-percussive source separation and empirical mode decomposition

IEEE Journal of Biomedical and Health Informatics

Bruno Machado Rocha

Diogo Pessoa

Alda Marques

Paulo de Carvalho

Rui Pedro Paiva

2023/2/23

Respiratory image analysis

Inéz Frerichs

Zhanqi Zhao

Meng Dai

Fabian Braun

Martin Proença

...

2022/1/1

Automated respiratory sound analysis

Diogo Pessoa

Bruno Machado Rocha

Paulo de Carvalho

Rui Pedro Paiva

2022/1/1

Classification of Adventitious Respiratory Sound Events: A Stratified Analysis

Tiago Fernandes

Bruno M Rocha

Diogo Pessoa

Paulo de Carvalho

Rui Pedro Paiva

2022/9/27

Automated Lung Sound Classification Using a Hybrid CNN-LSTM Network and Focal Loss Function

Sensors

Georgios Petmezas

Grigorios-Aris Cheimariotis

Leandros Stefanopoulos

Bruno Rocha

Rui Pedro Paiva

...

2022/2/6

Wearable lung monitoring device with integrated non-invasive chest imaging and sound recording: a clinical validation study

I Frerichs

J Wacker

R Paradiso

V Kilintzis

BM Rocha

...

2022/9/4

Melanoma classification using light-Fields with morlet scattering transform and CNN: Surface depth as a valuable tool to increase detection rate

Medical Image Analysis

Pedro MM Pereira

Lucas A Thomaz

Luis MN Tavora

Pedro AA Assuncao

Rui M Fonseca-Pinto

...

2022/1/1

Multiple Instance Learning Using 3D Features for Melanoma Detection

IEEE Access

Pedro MM Pereira

Lucas A Thomaz

Luis MN Tavora

Pedro AA Assuncao

Rui Fonseca-Pinto

...

2022/7/19

Wearable Sensing and Intelligent Data Analysis for Respiratory Management

Rui Pedro Paiva

Paulo de Carvalho

Vassilis Kilintzis

2022/5/21

Influence of Event Duration on Automatic Wheeze Classification

Bruno M Rocha

Diogo Pessoa

Alda Marques

Paulo Carvalho

Rui Pedro Paiva

2021/1/10

Detection of squawks in respiratory sounds of mechanically ventilated COVID-19 patients

Bruno Machado Rocha

Diogo Pessoa

Grigorios-Aris Cheimariotis

Evangelos Kaimakamis

Serafeim-Chrysovalantis Kotoulas

...

2021/11/1

See List of Professors in Rui Pedro Paiva University(Universidade de Coimbra)

Co-Authors

H-index: 45
Nicos Maglaveras, FEAMBES

Nicos Maglaveras, FEAMBES

Aristotle University of Thessaloniki

H-index: 41
Alda Marques

Alda Marques

Universidade de Aveiro

H-index: 35
Ioanna Chouvarda

Ioanna Chouvarda

Aristotle University of Thessaloniki

H-index: 30
Jorge Henriques

Jorge Henriques

Universidade de Coimbra

H-index: 30
P Carvalho

P Carvalho

Universidade de Coimbra

H-index: 29
Amílcar Cardoso

Amílcar Cardoso

Universidade de Coimbra

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