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Ana Carolina Magalhães has a bachelor on Bioengineering - Biomedical Field attributed by Católica-Porto - Catholic University of Portugal and a MSc on Biomedical Engineering from Faculty of Engineering of University of Porto (FEUP). Her research interests include: Biomedical image analsysis and processing, specially infrared medical images; Implementation of machine learning algorithms and its application to thermal data; Biomedical applications of infrared thermography (IRT). Until recently, she was a research fellow at INEGI - Institute of Science and Innovation in Mechanical and Industrial Engineering, studying the use of IRT on the assessment of upper-limbs musculoskeletal disorders. Currently, she is part of the "Simplified" project research team, studying biomaterials citotoxicity for an orthodontic implant. During the last year of her bachelor she was a junior research at the Bioanlytical lab of the CBQF-Escola Superior de Biotecnologia-Católica Porto. This experience gave her laboratory expertise and interpersonal skills that allow her to easily work in a research environment. The elaboration and presentation of several academic assignments and the collaboration in different scientific articles have granted her the ability to easily communicate in english in an oral and written form.
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Identification

Personal identification

Full name
Ana Carolina dos Santos Ribeiro Magalhães

Citation names

  • Magalhaes, Carolina

Author identifiers

Ciência ID
B61B-23EA-441B
ORCID iD
0000-0001-5602-718X

Email addresses

  • anacmag1@gmail.com (Professional)
  • up201607752@fe.up.pt (Professional)
  • cmagalhaes@fe.up.pt (Professional)

Knowledge fields

  • Engineering and Technology - Medical Engineering

Languages

Language Speaking Reading Writing Listening Peer-review
English Advanced (C1) Proficiency (C2) Advanced (C1) Advanced (C1) Upper intermediate (B2)
Portuguese (Mother tongue)
Education
Degree Classification
2020/02 - 2024/01
Ongoing
 Programa Doutoral em Engenharia Biomédica (Doutoramento)
Universidade do Porto Faculdade de Engenharia, Portugal
"Multispectral image decision support system for skin cancer" (THESIS/DISSERTATION)
2016/09 - 2018/07
Concluded
 Engenharia Biomédica (Mestrado)
Universidade do Porto Faculdade de Engenharia, Portugal
"Skin Neoplasm Dynamic Thermal Assessment" (THESIS/DISSERTATION)
 18 valores
2013/09 - 2016/07
Concluded
 Bioengenharia (Licenciatura)
Major in Engenharia Biomédica
Universidade Católica Portuguesa Escola Superior de Biotecnologia, Portugal
"Development of a spectrophotometric method to determinate metabolic states related to pathologies through saliva" (THESIS/DISSERTATION)
 17 valores
Affiliation

Science

Category
Host institution 		Employer
2019/06/17 - 2019/12 Researcher (Research) Universidade do Porto Faculdade de Engenharia, Portugal
Universidade do Porto Faculdade de Engenharia, Portugal
(...)
2019/01/16 - 2019/06/16 Researcher (Research) Instituto de Engenharia Mecanica e Gestao Industrial, Portugal

Others

Category
Host institution 		Employer
2018/09/25 - 2018/12/24 Prestação de Serviços Instituto de Engenharia Mecanica e Gestao Industrial, Portugal
Outputs

Publications

Book chapter
  1. Carolina Magalhaes; Pedro Silva; Ricardo Vardasca; Paulo Abreu; Joaquim Mendes; Maria T. Restivo. "Reliability of Forearm Skin Thermal Assessment During Handgrip Exercise". 447-455. Springer International Publishing, 2019.
    10.1007/978-3-030-14730-3_48
Conference paper
  1. Vardasca, Ricardo; Magalhaes, Carolina; Seixas, Adérito; Carvalho, Rui; Mendes, Joaquim. "Diabetic foot monitoring using dynamic thermography and AI classifiers". Paper presented in QIRT Asia 2019, Tokyo, 2019.
  2. Vardasca, Ricardo; Magalhaes, Carolina; Abreu, Paulo; Mendes, Joaquim; Restivo, Maria Teresa. "Bilateral comparison of forearm skin temperature during handgrip force exercise". Paper presented in QIRT Asia 2019, Tokyo, 2019.
  3. Magalhaes, Carolina; Silva, Pedro; Vardasca, Ricardo; Abreu, Paulo; Mendes, Joaquim; Restivo, Maria Teresa. "Reliability of forearm skin thermal assessment during handgrip exercise". Paper presented in International Symposium on Occupational Safety and Hygiene - SHO 2019, Guimarães, 2019.
    Published
  4. Magalhaes, Carolina; Mendes, Joaquim; Valença-Filipe, Rita; Vardasca, Ricardo. "Skin neoplasm dynamic thermal assessment". Paper presented in 6th IEEE Portuguese Meeting on Bioengineering (ENBENG 2019), Lisboa, 2019.
    Published
  5. Magalhaes, C.; Mendes, J.; Valenca Filipe, R.; Vardasca, R.. "Skin neoplasms dynamic thermal assessment". 2019.
    10.1109/ENBENG.2019.8692482
  6. Vardasca, Ricardo; Frade, RA; Moreira, J; Marques, D; Magalhaes, Carolina; Seixas, A; Mendes, Joaquim; Ring, EFJ. "Bilateral differences in assessing body core temperature with non/or minimal contact methods in young adults". Paper presented in 14th European Congress of the European Association of Thermology (EAT2018), Londres, 2018.
    Published
  7. Magalhaes, Carolina; Vardasca, Ricardo; Mendes, Joaquim. "Classifying Skin Neoplasms with Infrared Thermal Images". Paper presented in Proceedings of the 14th Quantitative InfraRed Thermography Conference (QIRT2018), Berlim, 2018.
    Published • 10.1109/ictc.2013.6675466
  8. Vardasca, Ricardo; Vaz, Lúcia; Magalhaes, Carolina; Mendes, Joaquim; Seixas, Aderito. "Towards the Diabetic Foot Ulcers Classification with Infrared Thermal Images". Paper presented in 14th Quantitative InfraRed Thermography Conference (QIRT2018), Berlim, 2018.
    Published
  9. Vardasca, Ricardo; Magalhaes, Carolina; Rio, C; Freitas, C; Carvalho, C; Mendes, J. "A functional imaging multimodality approach to monitor a case study on highly vascularized thyroid nodule". Paper presented in XXII Meeting of the Polish Society of Medical Thermography Combined with The European Association of Thermology, Zakopane, 2018.
    Published
Journal article
  1. Carolina Magalhaes; João Manuel R.S. Tavares; Joaquim Mendes; Ricardo Vardasca. "Comparison of machine learning strategies for infrared thermography of skin cancer". Biomedical Signal Processing and Control 69 (2021): 102872-102872. https://doi.org/10.1016/j.bspc.2021.102872.
    10.1016/j.bspc.2021.102872
  2. Carolina Magalhaes; Joaquim Mendes; Ricardo Vardasca. "Meta-Analysis and Systematic Review of the Application of Machine Learning Classifiers in Biomedical Applications of Infrared Thermography". Applied Sciences 11 2 (2021): 842-842. https://doi.org/10.3390/app11020842.
    10.3390/app11020842
  3. Vardasca, Ricardo; Magalhaes, Carolina; Marques, Diana; Moreira, Joana; Frade, Rita Almeida; Seixas, Adérito; Mendes, Joaquim Gabriel; Ring, Francis. "Bilateral assessment of body core temperature through axillar, tympanic and inner canthi thermometers in a young population". Physiological Measurement (2019): http://dx.doi.org/10.1088/1361-6579/ab2af6.
    10.1088/1361-6579/ab2af6
  4. Magalhaes, Carolina; Silva, Pedro; Vardasca, Ricardo; Abreu, Paulo; Restivo, Maria Teresa. "Strength and Skin Temperature Assessment: Comparing Active and Geriatric Populations". International Journal of Engineering and Applied Sciences 6 5 (2019): 37-42.
    Published • 10.31873/IJEAS.6.4.07
  5. Magalhaes, Carolina; Mendes, Joaquim; Vardasca, Ricardo. "The role of AI classifiers in skin cancer images". Skin Research and Technology (2019): http://dx.doi.org/10.1111/srt.12713.
    Published • 10.1111/srt.12713
  6. Vardasca, Ricardo; Magalhaes, Carolina; Silva, Pedro; Abreu, Paulo; Mendes, Joaquim; Restivo, Maria T.. "Biomedical musculoskeletal applications of infrared thermal imaging on arm and forearm: A systematic review". Journal of Thermal Biology 82 (2019): 164-177. http://dx.doi.org/10.1016/j.jtherbio.2019.04.008.
    10.1016/j.jtherbio.2019.04.008
  7. Magalhaes, Carolina; Vardasca, Ricardo; Rebelo, Marco; Valença-Filipe, Rita; Ribeiro, Matilde; Mendes, Joaquim. "Distinguishing melanocytic nevi from melanomas using static and dynamic infrared thermal imaging". Journal of the European Academy of Dermatology and Venereology (2019): https://doi.org/10.1111/jdv.15611.
    Published • 10.1111/jdv.15611
  8. Vardasca, Ricardo; Magalhaes, Carolina; Silva, Pedro; Tavares, João; Kluwe, B; Mendes, Joaquim. "Are the IR cameras FLIR ONE suitable for clinical applications". Thermology International 29 3 (2019):
    In press
  9. Vardasca, R.; Magalhaes, C.; Silva, P.; Kluwe, B.; Mendes, J.. "Are the IR cameras FLIR ONE suitable for clinical applications?". Thermology International 29 3 (2019): 95-102. http://www.scopus.com/inward/record.url?eid=2-s2.0-85071722768&partnerID=MN8TOARS.
  10. Magalhaes, C.; Vardasca, R.; Mendes, J.. "Recent use of medical infrared thermography in skin neoplasms". Skin Research and Technology 24 4 (2018): 587-591. http://dx.doi.org/10.1111/srt.12469.
    Published • 10.1111/srt.12469
Activities

Oral presentation

Presentation title Event name
Host (Event location)
2019/04/16 Reliability of forearm skin thermal assessment during handgrip exercise 2019 International Symposium on Occupational Safety and Hygiene
(Guimarães, Portugal)
2019/02/22 Skin neoplasms dynamic thermal assessment 2019 IEEE 6th Portuguese Meeting on Bioengineering
IEEE EMBS Portugal Chapter (Lisboa, Portugal)

Supervision

Thesis Title
Role 		Degree Subject (Type)
Institution / Organization
2019/01 - 2019/07 Development of a methodology to evaluate the evolution of treatments for diabetic ulcers
Co-supervisor
 Engenharia Biomédica (Master)
Universidade Católica Portuguesa Centro Regional do Porto, Portugal

Event participation

Activity description
Type of event 		Event name
Institution / Organization
2019/03/01 - 2019/03/01 Organização do workshop: "Termografia na área médica".
Workshop
 Semana da Ciência e Cidadania
Universidade de Trás-os-Montes e Alto Douro, Portugal
Distinctions

Award

2015 Distinction grant based on academic performance
Universidade Católica Portuguesa Escola Superior de Biotecnologia, Portugal
2014 Distinction grant based on academic performance
Universidade Católica Portuguesa Escola Superior de Biotecnologia, Portugal