João Alexandre Lobo Marques - Search Results

Year	Number of Results
2023	4
2024	2
2025	3
2026	3

1

Editorial: Advances in machine learning approaches and technologies for supporting nervous system disease diagnosis.

Rodrigues PM, Bispo BC, Freitas D, Lobo Marques JA, Teixeira JP. Rodrigues PM, et al. Among authors: lobo marques ja. Front Hum Neurosci. 2023 Oct 13;17:1295074. doi: 10.3389/fnhum.2023.1295074. eCollection 2023. Front Hum Neurosci. 2023. PMID: 37900723 Free PMC article. No abstract available.

2

A review on multimodal machine learning in medical diagnostics.

Yan K, Li T, Marques JAL, Gao J, Fong SJ. Yan K, et al. Among authors: marques jal. Math Biosci Eng. 2023 Mar 6;20(5):8708-8726. doi: 10.3934/mbe.2023382. Math Biosci Eng. 2023. PMID: 37161218 Free article. Review.

3

Enhancing Health and Public Health through Machine Learning: Decision Support for Smarter Choices.

Rodrigues PM, Madeiro JP, Marques JAL. Rodrigues PM, et al. Among authors: marques jal. Bioengineering (Basel). 2023 Jul 2;10(7):792. doi: 10.3390/bioengineering10070792. Bioengineering (Basel). 2023. PMID: 37508819 Free PMC article.

4

Emotion Detection from EEG Signals Using Machine Deep Learning Models.

Fernandes JVMR, Alexandria AR, Marques JAL, Assis DF, Motta PC, Silva BRDS. Fernandes JVMR, et al. Among authors: marques jal. Bioengineering (Basel). 2024 Aug 2;11(8):782. doi: 10.3390/bioengineering11080782. Bioengineering (Basel). 2024. PMID: 39199740 Free PMC article.

5

ECG Forecasting System Based on Long Short-Term Memory.

Zacarias H, Marques JAL, Felizardo V, Pourvahab M, Garcia NM. Zacarias H, et al. Among authors: marques jal. Bioengineering (Basel). 2024 Jan 17;11(1):89. doi: 10.3390/bioengineering11010089. Bioengineering (Basel). 2024. PMID: 38247966 Free PMC article.

6

COVID-19 Detection by Means of ECG, Voice, and X-ray Computerized Systems: A Review.

Ribeiro P, Marques JAL, Rodrigues PM. Ribeiro P, et al. Among authors: marques jal. Bioengineering (Basel). 2023 Feb 3;10(2):198. doi: 10.3390/bioengineering10020198. Bioengineering (Basel). 2023. PMID: 36829692 Free PMC article. Review.

7

Cord blood cytokines/chemokines linked to delays in toddlers exposed to SARS-CoV-2 prenatally.

Kehdi RC, Silva MFS, Cavalcante LRL, Fiorenza NG, Viana M, Leite IB, Dos Santos Silva BR, de Assis DF, Cortez PC, Bezerra DL, Motta PC, Marques JAL, Chaves Filho AJM, Correia É, Farias AA, Miyajima F, Teixeira AL, Thomason ME, Carvalho FHC, Macedo DS. Kehdi RC, et al. Among authors: marques jal. Pediatr Res. 2025 Nov;98(5):1817-1826. doi: 10.1038/s41390-025-04192-w. Epub 2025 Jun 11. Pediatr Res. 2025. PMID: 40500279

8

Application of Multiple Deep Learning Architectures for Emotion Classification Based on Facial Expressions.

Qian C, Lobo Marques JA, de Alexandria AR, Fong SJ. Qian C, et al. Among authors: lobo marques ja. Sensors (Basel). 2025 Feb 27;25(5):1478. doi: 10.3390/s25051478. Sensors (Basel). 2025. PMID: 40096310 Free PMC article.

9

Psychological Distress, Resilience, and Immunoinflammatory Signatures in Healthcare Workers During COVID-19.

Fiorenza NG, Silva BRDS, Lós DB, Oliveira NH, Delerino AL, Assis DF, Motta PC, Cortez PC, Silva MFS, Fonseca MHG, Marques JAL, Miyajima VP, Miyajima F, Macedo DS. Fiorenza NG, et al. Among authors: marques jal. Stress Health. 2026 Feb;42(1):e70146. doi: 10.1002/smi.70146. Stress Health. 2026. PMID: 41667934 Free PMC article.

10

A Novel Improvement of Feature Selection for Dynamic Hand Gesture Identification Based on Double Machine Learning.

Yan K, Lam CF, Fong S, Marques JAL, Millham RC, Mohammed S. Yan K, et al. Among authors: marques jal. Sensors (Basel). 2025 Feb 13;25(4):1126. doi: 10.3390/s25041126. Sensors (Basel). 2025. PMID: 40006355 Free PMC article.

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