???global.info.a_carregar???
Luís Fernandes. Completed the Mestrado in Engenharia Biomédica in 2021/07/09 by Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto and Licenciatura in Engenharia Biomédica in 2019/09/26 by Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto. Published 4 articles in journals. Participates and/or participated as Research Fellow in 1 project(s). Works in the area(s) of Exact Sciences with emphasis on Computer and Information Sciences with emphasis on Computer Sciences. In his curriculum Ciência Vitae the most frequent terms in the context of scientific, technological and artistic-cultural output are: Bioprinting; 3D bioprinting; .
Read full resume ↓
Identification

Personal identification

Full name
Luís Fernandes
Date of birth
1998/12/09
Gender
Male

Citation names

  • Luís E. Fernandes

Author identifiers

Ciência ID
5A17-BE21-CF8C
ORCID iD
0000-0001-8306-3362

Email addresses

  • luisemanuel.pereira@gmail.com (Personal)

Knowledge fields

  • Exact Sciences - Computer and Information Sciences - Computer Sciences

Languages

Language Speaking Reading Writing Listening Peer-review
English Proficiency (C2) Proficiency (C2) Advanced (C1) Proficiency (C2) Proficiency (C2)
Education
Degree Classification
2019/09/01 - 2021/07/09
Concluded
 Engenharia Biomédica (Mestrado)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
 17
2016/09/26 - 2019/09/26
Concluded
 Engenharia Biomédica (Licenciatura)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
 15
Affiliation

Science

Category
Host institution 		Employer
2021/10/19 - 2022/10/18 Researcher (Research) Universidade do Porto Faculdade de Engenharia, Portugal
Universidade do Porto Faculdade de Engenharia, Portugal
Projects

Grant

Designation Funders
2021/10/19 - 2022/10/18 THEAI Project
POCI-01-0247-FEDER-047264
Research Fellow
Universidade do Porto Faculdade de Engenharia, Portugal
 European Regional Development Fund
Ongoing
Outputs

Publications

Conference paper
  1. Fernandes, Luís; Oliveira, Hélder P.. "Multitask learning approach for lung nodule segmentation and classification in CT images". Paper presented in 2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), Istambul, 2023.
    Published • 10.1109/bibm58861.2023.10385868
Conference poster
  1. FERNANDES, LUIS. "Viscoelastic thiol-ene bioinks for extrusion bioprinting of 3D cell microenviroments". Paper presented in World Biomaterials Congress, 2020.
Journal article
  1. Caio Nogueira; Luís Fernandes; João N. D. Fernandes; Jaime S. Cardoso. "Explaining Bounding Boxes in Deep Object Detectors Using Post Hoc Methods for Autonomous Driving Systems". Sensors (2024): https://doi.org/10.3390/s24020516.
    10.3390/s24020516
  2. Luís Fernandes; João N. D. Fernandes; Mariana Calado; João Ribeiro Pinto; Ricardo Cerqueira; Jaime S. Cardoso. "Intrinsic Explainability for End-to-End Object Detection". IEEE Access (2024): https://doi.org/10.1109/ACCESS.2023.3347038.
    10.1109/ACCESS.2023.3347038
  3. "Tissue Spectroscopy and Optical Clearing of Colorectal Mucosa in the Pursuit of New Cancer Diagnostic Approaches". Journal of Biomedical Photonics & Engineering 7 4 (2021): 040302-040302. http://dx.doi.org/10.18287/jbpe21.07.040302.
    10.18287/jbpe21.07.040302
  4. Luís Fernandes; Sónia Carvalho; Isa Carneiro; Rui Henrique; Valery V. Tuchin; Hélder P. Oliveira; Luís M. Oliveira. "Diffuse reflectance and machine learning techniques to differentiate colorectal cancer ex vivo". Chaos: An Interdisciplinary Journal of Nonlinear Science 31 5 (2021): 053118-053118. https://doi.org/10.1063/5.0052088.
    10.1063/5.0052088
Newspaper article
  1. Luís R. Oliveira ; Tânia M. Gonçalves; Maria R. Pinheiro; Luís E. Fernandes; Inês S. Martins; Hugo F. Silva; Hélder P. Oliveira; Valery V. Tuchin; Luís M. Oliveira. "Invasive and minimally invasive optical detection of pigment accumulation in brain cortex", Journal of Biomedical Photonics & Engineering, 2022, http://jbpe.ssau.ru/index.php/JBPE/article/view/3467/3230.
    10.18287/JBPE22.08.010304
  2. Luís E. Fernandes; Hugo Silva; Inês Martins; Sónia Carvalho; Isa Carneiro; Henrique, Rui; Valery V. Tuchin; Luís M. Oliveira. "Tissue spectroscopy and optical clearing of colorectal mucosa in the pursuit of new cancer diagnostic approaches", Journal of Biomedical Photonics and Engineering, 2021, https://cyberleninka.ru/article/n/tissue-spectroscopy-and-optical-clearing-of-colorectal-mucosa-in-the-pursuit-of-new-cancer-diagnostic-approaches.
    doi: 10.18287/JBPE21.07.040302
  3. FERNANDES, LUIS; Sónia Carvalho; Isa Carneiro; Henrique, Rui; Valery V. Tuchin; Hélder P. Oliveira; Luís M. Oliveira. "Diffuse reflectance and machine learning techniques to differentiate colorectal cancer ex vivo", Chaos: An Interdisciplinary Journal of Nonlinear Science, 2021, https://aip.scitation.org/doi/abs/10.1063/5.0052088.
    https://doi.org/10.1063/5.0052088