Pedro Miguel Rodrigues

Professor(a) Auxiliar

Doutorado em Engenharia Biomédica pela Universidade do Porto e mestre e licenciado em Engenharia Biomédica pelo Instituto Politécnico de Bragança. É Professor Auxiliar na Escola Superior de Biotecnologia e trabalha nas áreas de Bioengenharia e Engenharia Biomédica. Leciona disciplinas de processamento de sinal, eletrónica digital, programação de computadores e de aprendizagem computacional. As suas áreas de interesse e investigação focam-se na aplicação de técnicas de processamento de sinal/imagem e de inteligência artificial no diagnóstico automático de doenças neurodegenerativas, cardíacas e da fala e na monitorização em tempo real de cicatrização de feridas.

Artigo

Early detection of Alzheimer's and Parkinson's diseases using multiband nonlinear EEG analysis.

Pedro Miguel Rodrigues (with Silva, Gabriel). 2022. Psychology & Neuroscience
Artigo

Smart-Data-Driven System for Alzheimer Disease Detection through Electroencephalographic Signals

Pedro Miguel Rodrigues (with Teresa Araújo). 2022. Bioengineering
Artigo

Validation of Psychophysiological Measures for Caffeine Oral Films Characterization by Machine Learning Approaches

Pedro Miguel Rodrigues (with Patrícia Batista). 2022. Bioengineering
Outras

A low-cost web platform for neuro-disorders diagnosis

Pedro Miguel Rodrigues (with Silva, Gabriel). 2021. Affect, Personality, and Embodied brain - APE2021 Virtual Conference.
Outras

Artificial Intelligence System for the Automatic Detection of Alzheimer Disease through Electroencephalographic Signals

Pedro Miguel Rodrigues (with Araújo, Teresa). 2021. Affect, Personality, and Embodied brain - APE2021 Virtual Conference
Outras

Desenvolvimento Preliminar de um Algoritmo de Detecção em Tempo Real de Estados Emocionais através de Redes Neurais Convolucionais

Pedro Miguel Rodrigues (with Silva, Gabriel). 2021. XXXIX Simpósio Brasileiro de Telecomunicações e Processamento de Sinais
Outras

Detection of cardiomyopathy activity through deep learning algorithms

Pedro Miguel Rodrigues (with Paiva, Daniela). 2021. Affect, Personality, and Embodied brain - APE2021 Virtual Conference
Outras

Detection of Myocardial infarction activity through Convolution Neural Networks

Pedro Miguel Rodrigues (with Sá, Joana). 2021. Affect, Personality, and Embodied brain - APE2021 Virtual Conference.
Outras

Diferenciação entre Edema de Reinke e Nódulos Vocais através de Parâmetros Não-Lineares da Voz

Pedro Miguel Rodrigues (with Silva, Gabriel). 2021. XXXIX Simpósio Brasileiro de Telecomunicações e Processamento de Sinais
Capítulo de Livro

Early Detection of Electroencephalogram Temporal Events in Alzheimer's Disease

Pedro Miguel Rodrigues (with Rodrigues, Pedro Miguel). 2021.
Capítulo de Livro

Electroencephalogram Signal Analysis in Alzheimer's Disease Early Detection

Pedro Miguel Rodrigues (with Rodrigues, Pedro Miguel). 2021.
Artigo

Lacsogram

Pedro Miguel Rodrigues (with Pedro Miguel Rodrigues). 2021. IEEE Journal of Biomedical and Health Informatics
Artigo

Lacsogram: A New EEG Tool to Diagnose Alzheimer's Disease

Pedro Miguel Rodrigues (with Rodrigues, Pedro M.). 2021. IEEE Journal of Biomedical and Health Informatics
Outras

Machine learning models for automatic detection of Alzheimer's Disease using Magnetic Resonance Imaging (MRI)

Pedro Miguel Rodrigues (with Silva, Joana). 2021. Affect, Personality, and Embodied brain - APE2021 Virtual Conference
Outras

Right Bundle Branch Block detection by Convolution Neural Networks

Pedro Miguel Rodrigues (with Ribeiro, Pedro). 2021. Affect, Personality, and Embodied brain - APE2021 Virtual Conference.
Outras

Uma Análise do Método Cepstral de Cancelamento de Realimentação Acústica

Pedro Miguel Rodrigues (with Amaral, Marcelo Carsten). 2021. XXXIX Simpósio Brasileiro de Telecomunicações e Processamento de Sinais
Artigo

Voice Disorders Detection Through Multiband Cepstral Features of Sustained Vowel

Pedro Miguel Rodrigues (with Alves, Marco). 2021. Journal of Voice
Artigo

Analysis of Acoustic Feedback Cancellation Systems based on Direct Closed-Loop Identification

Pedro Miguel Rodrigues (with Bispo, Bruno). 2020. Journal of Communication and Information Systems
Outras

Desenvolvimento Preliminar de um Algoritmo de Reconhecimento Facial em Tempo Real através de Redes Neurais Convolucionais

Pedro Miguel Rodrigues (with Rocha, Diana). 2020. XXXVII Simpósio Brasileiro de Telecomunicações e Processamento de Sinais
Outras

Detecção da Doença de Alzheimer em Diferentes Estágios através do Espectro de Potências da Wavelet Packet de Sinais EEG

Pedro Miguel Rodrigues (with Cunha, Rui). 2020. XXXVII Simpósio Brasileiro de Telecomunicações e Processamento de Sinais
Outras

Detecção de Distúrbios Vocais através de Parâmetros Cepstrais Multibanda de Vogal Sustentada

Pedro Miguel Rodrigues (with Alves, Marco). 2020. XXXVII Simpósio Brasileiro de Telecomunicações e Processamento de Sinais
Outras

Detecção Precoce das Doenças de Alzheimer e Parkinson através de Parâmetros Não-Lineares Multibanda de Sinais EEG

Pedro Miguel Rodrigues (with Silva, Gabriel). 2020. XXXVII Simpósio Brasileiro de Telecomunicações e Processamento de Sinais
Outras

Discrimination between neurological and laryngeal pathologies through voiced speech analysis

Pedro Miguel Rodrigues (with Rodrigues, Pedro Miguel). 2020. Affect, Personality and the Embodied Brain Conference (“APE2020”)
Artigo

EEG Wavelet Packet Power Spectrum Tool for Checking Alzheimer's Disease Progression

Pedro Miguel Rodrigues (with Rodrigues, Pedro Miguel). 2020. International Journal of Biomedical Engineering and Technology
Artigo

Heart Disease Detection Using ECG Lead I and Multiple Pattern Recognition Classifiers

Pedro Miguel Rodrigues (with Renato Pereira). 2020. IOSR Journal of Engineering (IOSRJEN)
Outras

Non-linear Multiband EEG signal analysis for detecting Alzheimer and Parkinson

Pedro Miguel Rodrigues (with Rodrigues, Pedro Miguel). 2020. Affect, Personality and the Embodied Brain Conference (“APE2020”)
Artigo

Parkinson Disease Early Detection using EEG Channels Cross-Correlation

Pedro Miguel Rodrigues (with Rodrigues, Pedro Miguel). 2020. International Journal of Applied Engineering Research
Outras

Avaliação da Capacidade Discriminante de Distribuições da Proeminência do Pico Cepstral para Identificar Nódulos Vocais

Pedro Miguel Rodrigues (with Tokuhara, Larissa). 2019. SBRT2019
Outras

Evaluation of Lead I ECG Features Discriminant Power for Cardiac Diseases Identification

Pedro Miguel Rodrigues (with Rodrigues, Pedro Miguel). 2019. 25thPortuguese Conference on Pattern Recognition
Outras

Algoritmo para o Fator de Esquecimento do Método Cepstral de Cancelamento de Realimentação Acústica

Pedro Miguel Rodrigues (with Rodrigues, Pedro). 2018. XXXVI Simpósio Brasileiro de Telecomunicações e Processamento de Sinais, 2018, Campina Grande. Anais do XXXVI Simpósio Brasileiro de Telecomunicações e Processamento de Sinais
Outras

Deteção automática de padrões em sinais Eletrocardiográficos para auxiliar o diagnóstico de doenças cardíacas

Pedro Miguel Rodrigues (with Rodrigues, Pedro Miguel). 2018.
Outras

Deteção automática de padrões em sinais Eletrocardiográficos para auxiliar o diagnóstico de doenças cardı́acas

Pedro Miguel Rodrigues 2018. Anais de XXXVI Simpósio Brasileiro de Telecomunicações e Processamento de Sinais
Artigo

Electroencephalogram Hybrid Method for Alzheimer Early Detection

Pedro Miguel Rodrigues (with Pedro Miguel Rodrigues). 2018. Procedia Computer Science
Artigo

Electroencephalogram Signal Analysis in Alzheimer's Disease Early Detection

Pedro Miguel Rodrigues 2018. International Journal of Reliable and Quality E-Healthcare (IJRQEH)
Capítulo de Livro

Early Detection of Electroencephalogram Temporal Events in Alzheimer's Disease

Pedro Miguel Rodrigues (with Rodrigues, Pedro Miguel). 2017. Design, Development, and Integration of Reliable Electronic Healthcare Platforms
Artigo

Alzheimer's Early Prediction with Electroencephalogram

Pedro Miguel Rodrigues 2016. Procedia Computer Science
Capítulo de Livro

Alzheimer's Electroencephalogram Event Scalp and Source Localization

Pedro Miguel Rodrigues (with Rodrigues, Pedro Miguel). 2016. Handbook of Research on Trends in the Diagnosis and Treatment of Chronic Conditions
Capítulo de Livro

Alzheimer’s electroencephalogram event scalp and source localization

Pedro Miguel Rodrigues 2016. Handbook of Research on Trends in the Diagnosis and Treatment of Chronic Conditions
Outras

Assessing the cepstrum-based acoustic feedback cancellation method for short acoustic paths

Pedro Miguel Rodrigues (with Bispo, Bruno C.). 2016. Industry Applications (INDUSCON), 2016 12th IEEE International Conference on
Capítulo de Livro

Early Detection of Electroencephalogram Temporal Events in Alzheimer’s Disease

Pedro Miguel Rodrigues 2016. Design, Development, and Integration of Reliable Electronic Healthcare Platforms
Outras

Alzheimer's electroencephalogram event scalp localization

Pedro Miguel Rodrigues (with Rodrigues, Pedro Miguel). 2015. Multidimensional (nD) Systems (nDS), 2015 IEEE 9th International Workshop on
Artigo

Electroencephalogram Cepstral Distances in Alzheimer's Disease Diagnosis

Pedro Miguel Rodrigues 2015. Procedia Computer Science
Outras

Automated software for prosody assessment in European Portuguese

Pedro Miguel Rodrigues (with Rodrigues, Pedro). 2014. IJUP
Artigo

Portable Interface and Local Service Manager

Pedro Miguel Rodrigues 2014. Procedia Computer Science
Outras

Acoustic Feedback Cancellation Based on Cepstral Analisys

Pedro Miguel Rodrigues (with Rodrigues, Pedro). 2013. 17th IEEE SPA conference 2013, Poznan, Poland
Capítulo de Livro

Alzheimer's Disease Recognition with Artificial Neural Networks

Pedro Miguel Rodrigues (with Rodrigues, Pedro Miguel). 2013. Information Systems and Technologies for Enhancing Health and Social Care
Capítulo de Livro

Alzheimer’s Disease Recognition with Artificial Neural Networks

Pedro Miguel Rodrigues 2013. Information Systems and Technologies for Enhancing Health and Social Care
Artigo

Detection of Alzheimer's Disease Electroencephalogram Temporal Events

Pedro Miguel Rodrigues (with Rodrigues, Pedro). 2013. International Journal of Reliable and Quality E-Healthcare (IJRQEH)
Outras

EEG Discrimination with Artificial Neural Networks

Pedro Miguel Rodrigues (with Rodrigues, Pedro). 2013. International Conference on Bio-inspired Systems and Signal Processing
Outras

Evaluation of EEG spectral features in alzheimer disease discrimination

Pedro Miguel Rodrigues (with Rodrigues, Pedro). 2013. Signal Processing Conference (EUSIPCO), 2013 Proceedings of the 21st European
Artigo

Alzheimer Electroencephalogram Temporal Events Detection by K-means

Pedro Miguel Rodrigues (with Rodrigues, Pedro Miguel). 2012. Procedia Technology
Artigo

Artificial Neural Networks in the Discrimination of Alzheimer's disease

Pedro Miguel Rodrigues (with Rodrigues, Pedro). 2011. Communications in Computer and Information Science
Outras

Classification of Alzheimer's Electroencephalograms using Artificial Neural Networks and Logistic Regression

Pedro Miguel Rodrigues (with Rodrigues, Pedro). 2011. Japan - Portugal Nano-Biomedical Engineering Symposium 2011
Outras

Classification of Electroencephalogram Signals Using Artificial Neural Networks

Pedro Miguel Rodrigues (with Rodrigues, Pedro). 2010. 3rd International Conference on Biomedical Engineering and Informatics
Outras

In Vitro Blood Flow in Circular PDMS Microchannels: Effect of the Flow Rate and Hematocrit

Pedro Miguel Rodrigues (with Rodrigues, Pedro). 2010. 6th World Congress of Biomechanics