Projects per year
Personal profile
Biography
Pedro Miguel Rodrigues has a B.Sc., M.Sc. and Ph.D. degrees in biomedical engineering. He is an Assistant Professor at the Faculty of Biotechnology - Universidade Católica Portuguesa (ESB-UCP) and an integrated member of the Research Centre for Biotechnology and Fine Chemistry (CBQF-UCP), Porto, Portugal. He is the Co-coordinator of the Bioengineering Degree and the Coordinator of the Data Science in Biotecnhonlogy Postgraduation Program. His research areas focus on digital signal processing and artificial intelligence applied to diagnose neurodegenerative, cardiac and speech diseases and on the development of biosensors, electronic instrumentation tools, microcontrollers and smart-tools for fast controlling and monitoring living cities & spaces and agri-food & biological/biomedical systems.
Education/Academic qualification
PhD, Exploração dos sinais electroencefalográficos para apoio ao diagnóstico da doença de alzheimer, University of Porto
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 3 Good Health and Well-being
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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SUNRISE: Smart use of sunlight radiation for innovative and sustainable cooking
Silva, C. L. M. (PI), Rodrigues, P. M. (Researcher), Araújo, A. C. (Researcher), Farrokhi, M. (Researcher), Brandão, T. R. S. (Researcher) & Gomes, A. M. (Researcher)
Fundação para a Ciência e a Tecnologia
2/09/25 → 31/08/28
Project: Research
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SINFONIA: Sustainable Agroecosystems, Food Innovation, and Artistic Practices for Climate Adaptation
Pinto, E. (PI), Bexiga, M. G. (CoPI), Costa, P. R. (CoPI), Morais, A. M. M. B. (Researcher), Gomes, A. M. (Researcher), Martins, A. P. (Researcher), Rangel, A. O. S. S. (Researcher), Santos, C. S. D. (Researcher), Manaia, C. (Researcher), Tavaria, F. K. (Researcher), Vaz-Moreira, I. (Researcher), Barbosa, J. C. (Researcher), Botelho, J. (Researcher), Machado, M. (Researcher), Barbosa, M. I. (Researcher), Pintado, M. M. (Researcher), Correia, M. (Researcher), Silva, M. N. D. (Researcher), Vasconcelos, M. (Researcher), Teixeira, P. (Researcher), Castro, P. M. L. (Researcher), Rodrigues, P. M. (Researcher), Duarte, R. (Researcher), Mesquita, R. (Researcher), Magalhães, R. (Researcher), Sousa, S. (Researcher), Pereira, S. (Researcher), Ribas, T. (Researcher), Brandão, T. R. S. (Researcher), Alves, P. (Researcher), Almeida, A. (Researcher), Costa, T. (Researcher), Baltazar, A. (Researcher), Sá, C. (Researcher), Ribas, D. (Researcher), Castro, L. (Researcher), Revez, M. J. (Researcher), Carvalho, J. V. (Researcher), Natálio, C. (Researcher), Bordalo, R. (Researcher), Leitão, A. (Researcher), Barbosa Pereira, J. (Project Manager), Machado, A. M. (Fellow), Almeida, D. (Fellow), Salgueiro Maia, I. (Fellow), Medeiros, J. (Researcher), Osorio, J. (Fellow), Pinto, J. (Researcher), Gueidão, M. (Fellow), Castro, N. G. C. D. O. E. (Fellow), Marçal, S. (Fellow) & Costa, T. M. (Fellow)
1/07/25 → 30/06/28
Project: Research
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AlzSDR: Method for obtaining an indicator of presence for Alzheimer’s disease using EEG signals
Rodrigues, P. M. (PI)
16/11/24 → 31/12/26
Project: Innovation
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gBiOT: Nutraceutical biopolymeric-biocatalytic microbot against gut inflammatory disorders
Coscueta, E. (PI), Pintado, M. M. (CoPI), Machado, M. (Researcher), Coelho, M. (Researcher), Rodrigues, P. M. (Researcher), Sousa, A. S. D. S. (Researcher), Sousa, C. (Researcher), Magalhães, A. (Researcher) & Santos Matos, R. D. (Researcher)
Fundação para a Ciência e a Tecnologia
1/03/23 → 28/02/27
Project: Research
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STF-EDIH: Smart Sustainable Farms Foods and Trade European Digital Innovation Hub
Castro, P. M. L. (PI), Pintado, M. M. (CoPI), Rangel, A. O. S. S. (Researcher), Rodrigues, P. M. (Researcher), Cunha, J. (Researcher), Monteiro, M. J. (Researcher) & Cardoso, E. (Researcher)
1/06/23 → 30/06/26
Project: Research
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β-amyloid-stratified six-stage Alzheimer’s disease discrimination via multiband MRI histogram and GLCM features
Menezes, J., Barbosa, M. I. & Rodrigues, P. M., 1 Nov 2026, In: Biomedical Signal Processing and Control. 127, 17 p., 111143.Research output: Contribution to journal › Article › peer-review
Open AccessFile1 Downloads -
Integrated PM-MOX-thermal sensing for monitoring bioaerosol dynamics in controlled indoor environments
Barbosa, M. I., Roxo, H., Ribeiro, P., Menezes, J., Vieira, E., Moreira, P. & Rodrigues, P. M., 1 Jun 2026, In: Sensors. 26, 11, 23 p., 3521.Research output: Contribution to journal › Article › peer-review
Open AccessFile6 Downloads -
Multi-output machine learning for prediction of postoperative outcomes after cardiac surgery using patient blood management biomarkers
Coelho, H., Paupério, D., Silva, F., Barbosa, M. I., Ribeiro, P., Correia, M. & Rodrigues, P. M., 1 Jun 2026, In: Journal of Clinical Medicine. 15, 11, 19 p., 4221.Research output: Contribution to journal › Article › peer-review
Open AccessFile16 Downloads -
Machine learning-based stratification of chagas heart failure severity using ECG power spectral biomarkers
Ribeiro, P., Marques, J. A. L., Barbosa, M. I., Pedrosa, R. C., Madeiro, J. P. D. V. & Rodrigues, P. M., Jun 2026, In: Medical and Biological Engineering and Computing. 64, 6, p. 2163-2176 14 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile10 Downloads -
EEG low conventional bands non‐linear machine learning‐based analysis for classifying MCI and sleep quality as a function of brain complexity
Penalba‐Sánchez, L., Ribeiro, P. B., Crook‐Rumsey, M., Sumich, A., Howard, C., Sanei, S., Zandbagleh, A., Azami, H., Düzel, E., Hämmerer, D. & Rodrigues, P. M., Dec 2025, In: Alzheimer's and Dementia. 21, S7, p. 1-3 3 p., e108401.Research output: Contribution to journal › Article › peer-review
Open AccessFile21 Downloads
Datasets
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Petri dishes digital images dataset of E.coli, S.aureus and P.aeruginosa
Rodrigues, P. M. (Contributor), Luís, J. (Data Curator) & Tavaria, F. (Contributor), Figshare, 21 Jun 2022
DOI: 10.6084/m9.figshare.20109377.v1
Research data
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PES Fibres
Barbosa, M. I. (Contributor), Teixeira, A. M. (Contributor), Sousa, M. L. L. L. M. D. (Contributor), Ribeiro, P. (Contributor), Sousa, C. (Data Curator) & Rodrigues, P. M. (Data Curator), GitHub, Mar 2026
https://github.com/pmrodri/PES_Fibres
Research data
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Multimodal data for detecting cardiovascular risk in obese adults
Ribeiro, P. (Contributor), Marques, J. A. L. (Contributor), Brandão, M. P. (Contributor), Neto, O. B. (Contributor), Leite, C. F. (Contributor) & Rodrigues, P. M. (Contributor), Mendeley Data, 11 Feb 2025
Research data
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ECG COVID-19 severity dataset
Ribeiro, P. (Contributor), Marques, J. A. L. (Contributor), Pordeus, D. (Contributor), Zacarias, L. (Contributor), Leite, C. F. (Contributor), Sobreira-Neto, M. A. (Contributor), Jr, A. A. P. (Contributor), Oliveira, A. D. (Contributor), Madeiro, J. P. (Contributor) & Rodrigues, P. M. (Contributor), Mendeley Data, 9 Feb 2024
Research data
Prizes
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Best Oral Presentation
Xavier, P. A. E. L. (Recipient), Silva, C. L. M. (Recipient) & Rodrigues, P. M. (Recipient), 7 Jul 2023
Prize
Activities
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AI tools to accelerate Data Analysis
Brassesco, M. E. (Participant) & Rodrigues, P. M. (Organiser)
5 Jul 2025Activity: Participating in or organising an event › Participating in a conference, workshop, ...
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Centre for Biotechnology and Fine Chemistry (CBQF) (Organisational unit)
Silva, C. L. M. (Coordinator), Rodrigues, P. M. (Member) & Brandão, T. R. S. (Member)
Nov 2025Activity: Membership › Evaluation committee
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Fucoidan-based systems as new therapeutic-strategy for neurological disorders
Rodrigues, P. M. (Supervisor) & Batista, P. (Supervisor)
2024Activity: Supervision
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Exploring the discriminatory potential of intestinal microbiome for Alzheimer’s disease detection
Rodrigues, P. M. (Supervisor) & Batista, P. (Co-supervisor)
2023 → 2025Activity: Supervision
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Development of a smart tool for avocado fruits (Persea americana) ripening evaluation, shelf-life management and waste reduction
Xavier, P. A. E. L. (Speaker), Rodrigues, P. M. (Speaker) & Silva, C. L. M. (Speaker)
6 Jul 2023Activity: Talk or presentation › Oral presentation
Press/Media
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Novo projeto vai validar cientificamente jogos para telemóveis
Oliveira-Silva, P. & Rodrigues, P. M.
2/03/22
1 item of Media coverage
Press/Media
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Investigadores na Primeira Pessoa
Sousa, R., Amado, J. N., Pais, S., Vasconcelos, M., Sobral, F., Queiroz, B. M., Alves, P., Oliveira, A. L., Soares, D., Faria, G., Freitas, P., Costa, P., Teixeira, P., Veríssimo, L., Carvalho, J., Silva, M. D. C., Festas, C., Gonçalves, R., Rodrigues, P., Cunha, C., Pinto, J., Botelho, C., Vieira, E., Pintado, M., Dias, P., Ribeiro, R. & Manaia, C.
23/02/22
1 item of Media coverage
Press/Media