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.
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):
Education/Academic qualification
PhD, Exploração dos sinais electroencefalográficos para apoio ao diagnóstico da doença de alzheimer, University of Porto
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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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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) & Carvalho, E. L. R. C. D. (Researcher)
1/06/23 → 30/06/26
Project: Research
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gBiOT: Nutraceutical biopolymeric-biocatalytic microbot against gut inflammatory disorders
Coscueta, E. (PI), Pintado, M. M. (CoPI), Machado, M. (Researcher), Correia Coelho, M. I. (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 → 28/02/26
Project: Research
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HAC4CG: Heritage Art, Creation for Climate Change - Living the City: Catalyzing Spaces for Learning, Creation and Action Towards Climate Change
Vieira, E. (PI), Costa, P. R. (CoPI), Sá, C. (Researcher), Teixeira, L. (Researcher), Camarneiro, N. (Researcher), Bordalo, R. (Researcher), Teixeira, J. (Researcher), Alves, P. (Researcher), Oliveira, F. G. D. (Researcher), Oliveira, A. L. (Researcher), Pintado, M. M. (Researcher), Rodrigues, P. M. (Researcher), Costa, M. (Researcher), Costa, L. (Researcher), Oliveira, F. G. D. (Researcher), Melo, P. (Researcher), Campos, B. (Researcher), Vasconcelos, M. (Researcher), Silva, M. (Researcher), Perrotta, A. (PI), Santos, L. (Researcher), Sousa, A. L. (Researcher) & Leitão, A. (Researcher)
1/05/21 → 30/04/23
Project: Research
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FAST: Fast detection of SARS-CoV-2 using Multimodal Deep Learning
Rosa, N. (Researcher), Barros, M. (Researcher), Esteves, A. C. (Researcher), Rodrigues, P. M. (Researcher), Pintado, M. M. (Researcher), Coutinho, J. (PI), Jardim, D. (Researcher) & Silva, R. (Researcher)
28/10/20 → 31/10/21
Project: Research
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Machine learning-driven GLCM analysis of structural MRI for Alzheimer’s disease diagnosis
Oliveira, M. J., Ribeiro, P. & Rodrigues, P. M., 15 Nov 2024, In: Bioengineering. 11, 11, 20 p., 1153.Research output: Contribution to journal › Article › peer-review
Open AccessFile1 Citation (Scopus)8 Downloads -
Evaluation of the responsiveness pattern to caffeine through a smart data-driven ECG non-linear multi-band analysis
Domingues, R., Batista, P., Pintado, M., Oliveira-Silva, P. & Rodrigues, P. M., 15 Jun 2024, In: Heliyon. 10, 11, e31721.Research output: Contribution to journal › Article › peer-review
Open AccessFile1 Citation (Scopus)15 Downloads -
Cardiovascular diseases diagnosis using an ECG multi-band non-linear machine learning framework analysis
Ribeiro, P., Sá, J., Paiva, D. & Rodrigues, P. M., 7 Jan 2024, In: Bioengineering. 11, 1, 23 p., 58.Research output: Contribution to journal › Article › peer-review
Open AccessFile9 Citations (Scopus)25 Downloads -
Machine learning-based cardiac activity non-linear analysis for discriminating COVID-19 patients with different degrees of severity
Ribeiro, P., Marques, J. A. L., Pordeus, D., Zacarias, L., Leite, C. F., Sobreira-Neto, M. A., Peixoto Jr, A. A., Oliveira, A. D., Madeiro, J. P. D. V. & Rodrigues, P. M., Jan 2024, In: Biomedical Signal Processing and Control. 87, 11 p., 105558.Research output: Contribution to journal › Article › peer-review
Open AccessFile5 Citations (Scopus)39 Downloads -
Exploring the relationship between CAIDE dementia risk and EEG signal activity in a healthy population
Manuel, A. R., Ribeiro, P., Silva, G., Rodrigues, P. M. & Nunes, M. V. S., 4 Nov 2024, In: Brain Sciences. 14, 11, 18 p., 1120.Research output: Contribution to journal › Article › peer-review
Open AccessFile4 Downloads
Datasets
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Petri dishes digital images dataset of e.coli, s.aureus and p.aeruginosa.
Rodrigues, P. M. (Creator), Luis, J. (Creator) & Tavaria, F. (Creator), Figshare, 21 Jun 2022
DOI: 10.6084/m9.figshare.20109377.v2
Dataset
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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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
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A internet das coisas como uma ferramenta auxiliar no ensino superior
Magalhães, A. M. (Speaker), Alves, J. M. (Speaker), Andrade, A. (Speaker), Rodrigues, P. M. (Speaker) & Batista, P. (Speaker)
Jul 2023Activity: Talk or presentation › Oral presentation
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International Conference on Optimization, Learning Algorithms and Applications (Event)
Rodrigues, P. M. (Member)
24 Oct 2022 → 25 Oct 2022Activity: Membership › Conference scientific committee
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Applying Artificial Intelligence system-based on routine laboratory results for the early diagnosis and the health impact prediction of combined therapies in Multiple Myeloma
Coelho, H. (Student), Rodrigues, P. M. (Supervisor) & Correia, M. (Co-supervisor)
2022 → 2026Activity: Supervision
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Desenvolvimento de um Software de logística e gestão de medicação em ambiente IPSS
Rodrigues, P. M. (Supervisor), Batista, P. (Co-supervisor) & Costa, C. (Student)
2022 → …Activity: Supervision