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PEDRO MIGUEL PICADO DE CARVALHO SERRANHO completed the PhD in Analysis and Applied and Numerical Mathematics in 2007 at the Georg-August-Universität Göttingen, Master's degree in Applied Mathematics in 2004 at IST-University of Lisbon and undegraduate level in Applied Mathematics and Computation in 2002 at IST-University of Lisbon . He is the Vice-Coordinator of the PhD in Applied Mathematics and Modelling in Universidade Aberta and Associate Professor in Universidade Aberta. He published 42 articles in journals and 9 section(s) of books. He co-supervised 1 PhD thesis, supervised 11 MSc dissertations and co-supervised 2. He has participated as Principal investigator in 2 projects and Researcher in 8 projects. He works in the areas of Mathematics with emphasis on Applied Mathematics and Medical Imaging. In his professional activities interacted with 152 collaborator(s) co-authorship of scientific papers.
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Identification

Personal identification

Full name
PEDRO MIGUEL PICADO DE CARVALHO SERRANHO

Citation names

  • Pedro Serranho
  • P. Serranho

Author identifiers

Ciência ID
031F-5D62-E6EC
ORCID iD
0000-0003-2176-3923
AuthenticusID
R-000-MAC
Google Scholar ID
rhwC3Z0AAAAJ
Researcher Id
N-6444-2019
Scopus Author Id
12795962800

Websites

  • www.univ-ab.pt/~pserranho (Professional)

Knowledge fields

  • Exact Sciences - Mathematics - Applied Mathematics
  • Engineering and Technology - Medical Engineering

Languages

Language Speaking Reading Writing Listening Peer-review
Portuguese (Mother tongue)
German Beginner (A1) Beginner (A1) Beginner (A1) Beginner (A1) Beginner (A1)
English Proficiency (C2) Proficiency (C2) Proficiency (C2) Proficiency (C2) Proficiency (C2)
Education
Degree Classification
2003 - 2007
Concluded
 Analysis and Applied and Numerical Mathematics (Doutoramento)
Georg-August-Universität Göttingen, Germany
"A Hybrid Method for Inverse Obstacle Scattering Problems" (THESIS/DISSERTATION)
 Magna cum Laude
2002 - 2004
Concluded
 Applied Mathematics (Mestrado)
Universidade de Lisboa, Portugal
"Análise e Simulação Numérica para a Identificação de Fissuras por Difracção Acústica" (THESIS/DISSERTATION)
 Aprovado
1997 - 2002
Concluded
 Applied Mathematics and Computation (Licenciatura)
Universidade de Lisboa, Portugal
 17
Affiliation

Science

Category
Host institution 		Employer
2009/07 - 2011/09 Auxiliary Researcher (Research) Universidade de Coimbra, Portugal

Teaching in Higher Education

Category
Host institution 		Employer
2023/05/04 - Current Associate Professor (University Teacher) Universidade Aberta, Portugal
Universidade Aberta, Portugal
2011/10/01 - 2023/05/03 Assistant Professor (University Teacher) Universidade Aberta, Portugal
2007/04 - 2009/06 Adjunct Teacher (Polytechnic Teacher) Instituto Politécnico de Leiria, Portugal

Positions / Appointments

Category
Host institution 		Employer
2016/10 - 2018/10 Coordinator of the Mathematics Section Universidade Aberta, Portugal
Universidade Aberta Departamento de Ciências e Tecnologia, Portugal

Others

Category
Host institution 		Employer
2018/10 - Current Vice-Coordinator of the PhD in Applied Mathematics and Modelling Universidade Aberta, Portugal
2017/09 - 2018/10 Coordinator of the PhD in Applied Mathematics and Modelling Universidade Aberta, Portugal
2015/01 - 2017/09 Vice-Coordinator of the PhD in Applied Mathematics and Modelling Universidade Aberta, Portugal
Projects

Contract

Designation Funders
2021/01/01 - 2025/12/31 Intelligent Systems Associate Laboratory
LA/P/0104/2020
Universidade Nova de Lisboa Centro de Tecnologias e Sistemas, Portugal

Universidade de Aveiro Centro de Tecnologia Mecânica e Automação, Portugal

Instituto Politécnico do Porto Centro de Investigação em Sistemas Computacionais Embebidos e de Tempo-Real, Portugal

Universidade do Minho, Portugal

Universidade do Porto Faculdade de Ciências, Portugal

Universidade do Porto Centro de Matemática, Portugal

Instituto Politécnico do Cávado e do Ave, Portugal

Universidade do Porto Laboratório de Inteligência Artificial e Ciência de Computadores, Portugal

Universidade do Minho Instituto de Polímeros e Compósitos, Portugal

Universidade de Aveiro, Portugal

Universidade de Aveiro Instituto de Engenharia Eletrónica e Informática de Aveiro, Portugal

Universidade do Minho Centro ALGORITMI, Portugal

Universidade Nova de Lisboa Unidade de Investigação e Desenvolvimento em Engenharia Mecânica e Industrial, Portugal

Universidade de Coimbra, Portugal

Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal

Universidade de Coimbra Centro de Informatica e Sistemas, Portugal

Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal

Universidade do Porto Faculdade de Engenharia, Portugal

Universidade NOVA de Lisboa, Portugal
Fundação para a Ciência e a Tecnologia
Ongoing
2018/08 - 2022/07 OCT4BRAIN-Non-invasive optical coherence tomography towards the imaging of the neurodegenerative disease: from the animal retina to the human brain.
PTDC/EMD-EMD/28039/2017
Researcher
Universidade Aberta, Portugal

Universidade de Coimbra, Portugal
Fundação para a Ciência e a Tecnologia
Concluded
2018/08 - 2022/07 ElastOCT - Optical Coherence Elastography for imaging retina mechanical properties
PTDC/EMD-EMD/32162/2017
Researcher
Universidade Aberta, Portugal

Universidade de Coimbra, Portugal
Fundação para a Ciência e a Tecnologia
Concluded
2018/07 - 2022/06 BrEin-MS - Brain Elasticity in Multiple Sclerosis and implications in mechanomodulation of oligodendrocytes: a cellular and clinical approach
PTDC/MED-NEU/29516/2017
Researcher
Universidade de Coimbra, Portugal
 Fundação para a Ciência e a Tecnologia
Concluded
2019/01/01 - 2019/12/31 CNC. IBILI
UID/NEU/04539/2019
Universidade de Coimbra Centro de Neurociências e Biologia Celular, Portugal

Universidade de Coimbra, Portugal

Universidade de Coimbra Instituto de Ciências Nucleares Aplicadas à Saúde, Portugal

Universidade de Coimbra Instituto de Investigação Clínica e Biomédica de Coimbra, Portugal
Fundação para a Ciência e a Tecnologia
Concluded
2019/01/01 - 2019/12/31 Centro de Matemática Computacional e Estocástica
UID/Multi/04621/2019
FCiênciasID Associação para a Investigação e Desenvolvimento de Ciências, Portugal

Associação do Instituto Superior Técnico para a Investigação e Desenvolvimento, Portugal

Universidade de Lisboa Instituto Superior Técnico, Portugal
Fundação para a Ciência e a Tecnologia
Concluded
2013/05 - 2016/05 Mathematical an Computational Modeling of Human Physiology
125402
Provided by PTCRIS: 125402
Researcher
Fundação para a Ciência e a Tecnologia, I.P.
2013/05 - 2015/04 Unveiling preclinical idiopathic macular hole formation: structural changes by high-definition optical coherence tomography and machine learning.
128676
Provided by PTCRIS: 128676
Researcher
Fundação para a Ciência e a Tecnologia, I.P.
Concluded
2012/04 - 2015/03 Optical Modelling of the Human Retina in Health and Disease: from structure to function.
Provided by PTCRIS: 119132
119132
Researcher
Fundação para a Ciência e a Tecnologia, I.P.
Concluded
2011/02 - 2014/07 3D retinal vascular network from Optical Coherence Tomography data
Provided by PTCRIS: 111139
111139
Principal investigator
Fundação para a Ciência e a Tecnologia, I.P.
2010/01 - 2013/06 Analysis and Numerical Methods for Direct and Inverse Problems in Mathematical Mechanics
105475
Provided by PTCRIS: 105475
Researcher
Fundação para a Ciência e a Tecnologia, I.P.
2010/03 - 2013/03 Evaluation of blood-retinal barrier functional alterations by optical coherence tomography.
Provided by PTCRIS: 103151
103151
Researcher
Fundação para a Ciência e a Tecnologia, I.P.
2011/01/01 - 2012/12/31 Projecto Estratégico - UI 3282 - 2011-2012
PEst-C/SAU/UI3282/2011
Universidade de Coimbra, Portugal
 Fundação para a Ciência e a Tecnologia
Concluded
2008/01 - 2008/12 Hybrid method for the inverse elastic time-harmonic scattering problem
----
Principal investigator
Fundação Calouste Gulbenkian, Portugal
 Fundação Calouste Gulbenkian
Concluded
2003/10/01 - 2007/02/28 MÉTODOS TIPO NEWTON PARA O PROBLEMA INVERSO DE DIFRACÇÃO DE ONDAS ELÁSTICAS POR OBSTÁCULOS
SFRH/BD/14248/2003
 Fundação para a Ciência e a Tecnologia
Concluded

Other

Designation Funders
2018/01/01 - Current GOPA - Gamification Online: an alternative Pedagogy
PTN/UID4372-LE@D/042018
 Universidade Aberta Laboratório de Educação a Distância e E-learning
Ongoing
Outputs

Publications

Book chapter
  1. Ana Nunes; Pedro Serranho; Hugo Quental; Miguel Castelo-Branco; Rui Bernardes. "The Effect of Menopause on the Sexual Dimorphism in the Human Retina – Texture Analysis of Optical Coherence Tomography Data". 2020.
    10.1007/978-3-030-50516-5_30
  2. Barbeiro, Sílvia; Serranho, Pedro. "The Method of Fundamental Solutions for the Direct Elastography Problem in the Human Retina". In Advances in Trefftz Methods and Their Applications, 87-101. Springer International Publishing, 2020.
    10.1007/978-3-030-52804-1_5
  3. Bernardes, R.; Silva, G.; Chiquita, S.; Serranho, P.; Ambrósio, A.F.; Bernardes, Rui; Silva, Gilberto; et al. "Retinal biomarkers of Alzheimer’s disease: Insights from transgenic mouse models". 541-550. Sem local, 2017.
    Published • 10.1007/978-3-319-59876-5_60
  4. Rodrigues, P.; Guimarães, P.; Araújo, A.; Barbeiro, S.; Bernardes, R.; Serranho, P.. "Explicit and semi-implicit complex-diffusion schemes for optical coherence tomography despeckling". 2013.
    10.1007/978-3-642-39094-4_32
  5. Serranho, Pedro; Morgado, António Miguel; Bernardes, Rui. "Optical Coherence Tomography: A Concept Review". In Optical Coherence Tomography, 139-156. Berlin, Heidelberg: Springer Berlin Heidelberg, 2012.
    Published • 10.1007/978-3-642-27410-7_7
  6. Pedro Serranho. "Matemática Aplicada ao estudo da Visão". In Númros gravatas e Cirurgias, 207-216. Lisboa: IST Press, 2012.
    Published
  7. Guimarães, P.; Rodrigues, P.; Serranho, P.; Bernardes, R.. "3D retinal vascular network from optical coherence tomography data". 2012.
    10.1007/978-3-642-31298-4_40
  8. Maduro, C.; Bernardes, R.; Serranho, P.; Santos, T.; Cunha-Vaz, J.; Rodrigues, P.. "OCT noise despeckling using a 3D nonlinear complex diffusion filter". In Technology and Medical Sciences, TMSi 2010 - Proceedings of the 6th International Conference on Technology and Medical Sciences, 221-226. 2011.
    Published • 10.1007/978-94-007-4068-6_7
  9. Alves, C.J.S.; Pereira, B.; Serranho, P.. "Scattering by cracks: Numerical simulations using a boundary finite element method". 2002.
Conference abstract
  1. Rui C Bernardes; Ana Nunes; Guimarães, Pedro; Pedro Serranho; Castelo-Branco, Miguel. "Central nervous system interocular sex differences spotted at the retina by texture analysis". Paper presented in ARVO Annual Meeting, New Orleans, 2023.
    Accepted
  2. Ana Batista; Pedro Serranho; Mário Santos; Carlos Correia; José Domingues; Custódio Loureiro; João Cardoso; et al. "Novel method for higher-resolution displacement computation in phase-resolved optical coherence elastography". Paper presented in Focus on Microscopy (FOM) 2022, Porto, 2022.
    Published
  3. RODRIGUES, P; Guimarães, P; Farinha, C; FIGUEIRA, J; SERRANHO, P; BERNARDES, R. "Occluded and Partially Occluded Blood Vessel Detection from Macular OCT scans". Paper presented in ARVO, Orlando, FL, USA, 2014.
    Published
  4. BERNARDES, R; Guimarães, P; RODRIGUES, P; FIGUEIRA, J; SERRANHO, P. "Discrimination between perfused and occluded vessels from OCT scans". Paper presented in ARVO, Seattle, USA, 2013.
    Published
  5. António L. Correia; Luis Pinto; Adérito Araújo; Sílvia Barbeiro; Pedro Serranho; Miguel Morgado; Francisco Caramelo; Paulo Menezes; Rui Bernardes. "Simulation of DME changes on OCT through Monte Carlo". Paper presented in V Annual Meeting of IBILI, Coimbra, Portugal, 2013.
    Published
  6. Farinha, C,; Figueira, J.; Santos, A.; Melo, P.; Guimarães, P.; Rodrigues, P.; Serranho, P.; Bernardes, R.. "Avaliação do estado de perfusão dos vasos retinianos com OCT.". Paper presented in 56º Congresso Português de Oftalmologia, Vilamoura, 2013.
    Published
  7. Bernardes, R.; Guimarães, P.; Rodrigues, P.; Figueira, J.; Serranho, P.; BERNARDES, R; GUIMARAES, P; et al. "Non-invasive discrimination between perfused and occluded vessels by optical coherence tomography.". Paper presented in EVER 2013, Nice, 2013.
    Published • 10.1111/j.1755-3768.2013.4463.x
  8. Guimarães, P.; Rodrigues, P.; Serranho, P.; Lobo, C.; Bernardes, R.. "Multi-modal co-registration of fundus images". Paper presented in 4th Annual Meeting of IBILI, Coimbra, 2012.
    Published
  9. Pedro Rodrigues; Guimarães, Pedro; Pedro Serranho; Rui C Bernardes. "3D Retinal Vascular Network from OCT data". Paper presented in ARVO Annual Meeting, 2012.
Conference paper
  1. Correia, Carlos; Batista, Ana; Barbeiro, Sílvia; Cardoso, João; Domingues, José P.; Henriques, Rafael; Loureiro, Custódio; et al. "Time-dependent elastic numerical model for Optical Coherence Elastography of the murine retina". 2023.
    10.1109/enbeng58165.2023.10175350
  2. "On the Numerical Solution of the Inverse Elastography Problem for Time-harmonic Excitation". 2022.
    10.5220/0011125900003209
  3. "Shedding Light on Early Central Nervous System Changes for Alzheimer’s Disease through the Retina: An Animal Study". 2022.
    10.5220/0011125600003209
  4. Ana Batista; Carlos Correia; Sílvia Barbeiro; João Cardoso; José Domingues; Rafael Henriques; Custódio Loureiro; et al. "Swept-source Phase-Stabilized Optical Coherence Tomography Setup for Elastography". 2022.
    10.5220/0011126500003209
  5. Nunes, A.; Serranho, P.; Quental, H.; Ambrósio, A.F.; Castelo-Branco, M.; Bernardes, R.. "Sexual Dimorphism of the Adult Human Retina Assessed by Optical Coherence Tomography". 2020.
    10.1007/978-3-030-31635-8_222
  6. Ferreira, H.; Martins, J.; Nunes, A.; Moreira, P.I.; Castelo-Branco, M.; Ambrósio, A.F.; Serranho, P.; Bernardes, R.. "Characterization of the Retinal Changes of the 3xTg-AD Mouse Model of Alzheimer’s Disease". 2020.
    10.1007/978-3-030-31635-8_220
  7. Santos, M.; Araujo, A.; Barbeiro, S.; Caramelo, F.; Correia, A.; Marques, M.I.; Morgado, M.; et al. "Maxwell's equations based 3D model of light scattering in the retina". 2015.
    10.1109/ENBENG.2015.7088869
  8. Correia, Antonio; Pinto, Luis; Araujo, Aderito; Barbeiro, Silvia; Caramelo, Francisco; Menezes, Paulo; Morgado, Miguel; et al. "Monte Carlo simulation of diabetic macular edema changes on optical coherence tomography data". Paper presented in 2014 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI), Valencia, Spain, 2014.
    Published • 10.1109/BHI.2014.6864466
  9. Bernardes, R.; Guimarães, P.; Rodrigues, P.; Serranho, P.. "Fully-automatic multimodal co-registration of retinal fundus images". 2014.
    10.1007/978-3-319-03005-0_63
  10. Adérito Araújo; Sílvia Barbeiro; Luis Pinto; António L. Correia; Miguel Morgado; Pedro Serranho; Rui Bernardes; Ana S. C. Silva. "Numerical Solution of time-dependent Maxwell's Equations for modelling scattered electromagnetic wave's propagation". Paper presented in 13th International Conference on Computational and Mathematical Methods, Almeria, Espanha, 2013.
    Published
  11. Rodrigues, P.; Guimarães, P.; Serranho, P.; Bernardes, R.. "Retinal Vascular Network from Optical Coherence Tomography". Paper presented in V IBILI Meeting, Coimbra, 2013.
    Published
  12. Santos, Torcato; Ribeiro, Luisa; Lobo, Conceicao; Bernardes, Rui; Serranho, Pedro. "Validation of the automatic identification of eyes with diabetic retinopathy by OCT". Paper presented in 2012 IEEE 2nd Portuguese Meeting in Bioengineering (ENBENG), Coimbra, Portugal, 2012.
    Published • 10.1109/ENBENG.2012.6331373
  13. Guimaraes, P.; Serranho, P.; Castelo-Branco, M.; Bernardes, R.. "Segmentation processes and pattern recognition in retina and brain imaging". Paper presented in 2012 IEEE 2nd Portuguese Meeting in Bioengineering (ENBENG), Coimbra, Portugal, 2012.
    Published • 10.1109/ENBENG.2012.6331395
  14. SERRANHO, P; Maduro, C.; Santos, T.; CUNHA-VAZ, J; BERNARDES, R; Araujo, Aderito; Barbeiro, Silvia. "Ocular fundus imaging: From structure to function". Paper presented in 2011 1st Portuguese Meeting in Bioengineering ¿ The Challenge of the XXI Century (ENBENG), Lisbon, Portugal, 2011.
    Published • 10.1109/ENBENG.2011.6026080
  15. SERRANHO, P; Maduro, C.; Santos, T.; CUNHA-VAZ, J; BERNARDES, R. "Synthetic OCT data for image processing performance testing". Paper presented in 2011 18th IEEE International Conference on Image Processing (ICIP 2011), Brussels, Belgium, 2011.
    Published • 10.1109/ICIP.2011.6116534
Conference poster
  1. Batista, Ana; José Paulo Domingues; Correia, Carlos; Barbeiro, Sílvia Alexandra Alves ; Cardoso, Joao; Jordão, João; Henriques, Rafael; et al. "Phase-resolved optical coherence elastography methods and instrumentation". Paper presented in 1st Annual meeting of CIBIT, 2022.
Edited book
  1. Im, C.-H.; Kwon, K.; Jo, H.J.; Serranho, P.. Applied mathematics in biomedical sciences and engineering 2014. 2014.
    10.1155/2014/470483
  2. Pedro Serranho; Chang-Hwan Im; Kiwoon Kwan; Venky Krishnan. Applied Mathematics in Biomedical Sciences and Engineering. USA: Hindawi Publishing. 2013.
  3. Chang-Hwan Im; Kiwoon Kwan; Venky Krishnan; Pedro Serranho. Applied Mathematics in Biomedical Sciences and Engineering. USA: Hindawi Publishing. 2012.
Journal article
  1. Antunes, Pedro R.S.; Calunga, Hernani; Serranho, Pedro. "Improving the conditioning of the Method of Fundamental Solutions for the Helmholtz equation on domains in polar or elliptic coordinates". Applied Mathematics and Computation 482 (2024): 128969. http://dx.doi.org/10.1016/j.amc.2024.128969.
    10.1016/j.amc.2024.128969
  2. Guimarães, Pedro; Serranho, Pedro; Duarte, João V.; Crisóstomo, Joana; Moreno, Carolina; Gomes, Leonor; Bernardes, Rui; Castelo-Branco, Miguel. "The hemodynamic response function as a type 2 diabetes biomarker: a data-driven approach". Frontiers in Neuroinformatics 17 (2024): http://dx.doi.org/10.3389/fninf.2023.1321178.
    10.3389/fninf.2023.1321178
  3. Ana Nunes; Pedro Serranho; Pedro Guimarães; João Ferreira; Miguel Castelo-Branco; Rui Bernardes. "When Sex Matters: Differences in the Central Nervous System as Imaged by OCT through the Retina". Journal of Imaging (2023): https://doi.org/10.3390/jimaging10010006.
    10.3390/jimaging10010006
  4. Ana Batista; Pedro Guimarães; Pedro Serranho; Ana Nunes; João Martins; Paula I. Moreira; António Francisco Ambrósio; et al. "Retinal imaging in animal models: Searching for biomarkers of neurodegeneration". Frontiers in Ophthalmology 3 (2023): http://dx.doi.org/10.3389/fopht.2023.1156605.
    10.3389/fopht.2023.1156605
  5. Batista, A.; Guimarães, P.; Martins, J.; Moreira, P.I.; Ambrósio, A.F.; Castelo-Branco, M.; Serranho, P.; Bernardes, R.. "Normative mice retinal thickness: 16-month longitudinal characterization of wild-type mice and changes in a model of Alzheimer's disease". Frontiers in Aging Neuroscience 15 (2023): http://www.scopus.com/inward/record.url?eid=2-s2.0-85153503883&partnerID=MN8TOARS.
    10.3389/fnagi.2023.1161847
  6. Batista, A.; Serranho, P.; Santos, M.J.; Correia, C.; Domingues, J.P.; Loureiro, C.; Cardoso, J.; et al. "Phase-Resolved Optical Coherence Elastography: An Insight into Tissue Displacement Estimation". Sensors 23 8 (2023): http://www.scopus.com/inward/record.url?eid=2-s2.0-85153951963&partnerID=MN8TOARS.
    10.3390/s23083974
  7. Ghalati, M.K.; Nunes, A.; Ferreira, H.; Serranho, P.; Bernardes, R.. "Texture Analysis and Its Applications in Biomedical Imaging: A Survey". IEEE Reviews in Biomedical Engineering 15 (2022): 222-246. http://www.scopus.com/inward/record.url?eid=2-s2.0-85123814385&partnerID=MN8TOARS.
    10.1109/RBME.2021.3115703
  8. Guimarães, P.; Serranho, P.; Martins, J.; Moreira, P.I.; Ambrósio, A.F.; Castelo-Branco, M.; Bernardes, R.. "Retinal Aging in 3× Tg-AD Mice Model of Alzheimer's Disease". Frontiers in Aging Neuroscience 14 (2022): http://www.scopus.com/inward/record.url?eid=2-s2.0-85133551448&partnerID=MN8TOARS.
    10.3389/fnagi.2022.832195
  9. Ferreira, H.; Serranho, P.; Guimarães, P.; Trindade, R.; Martins, J.; Moreira, P.I.; Ambrósio, A.F.; Castelo-Branco, M.; Bernardes, R.. "Stage-independent biomarkers for Alzheimer’s disease from the living retina: an animal study". Scientific Reports 12 1 (2022): http://www.scopus.com/inward/record.url?eid=2-s2.0-85135843035&partnerID=MN8TOARS.
    10.1038/s41598-022-18113-y
  10. Ferreira, H.; Martins, J.; Moreira, P.I.; Ambrósio, A.F.; Castelo-Branco, M.; Serranho, P.; Bernardes, R.. "Longitudinal normative OCT retinal thickness data for wild-type mice, and characterization of changes in the 3×Tg-AD mice model of Alzheimer's disease". Aging 13 7 (2021): 9433-9454. http://www.scopus.com/inward/record.url?eid=2-s2.0-85104728660&partnerID=MN8TOARS.
    10.18632/aging.202916
  11. Nunes, Ana; Serranho, Pedro; Quental, Hugo; Ambrósio, António F.; Castelo-Branco, Miguel; Bernardes, Rui. "Sexual dimorphism of the adult human retina assessed by optical coherence tomography". Health and Technology 10 4 (2020): 913-924. http://dx.doi.org/10.1007/s12553-020-00428-3.
    10.1007/s12553-020-00428-3
  12. Ferreira, Hugo; Martins, João; Nunes, Ana; Moreira, Paula I.; Castelo-Branco, Miguel; Ambrósio, António Francisco; Serranho, Pedro; Bernardes, Rui. "Characterization of the retinal changes of the 3×Tg-AD mouse model of Alzheimer’s disease". Health and Technology 10 4 (2020): 875-883. http://dx.doi.org/10.1007/s12553-020-00413-w.
    10.1007/s12553-020-00413-w
  13. Rui Bernardes; Hugo Ferreira; João Martins; Paula I. Moreira; Miguel Castelo-Branco; António F. Ambrósio; Pedro Serranho. "Retinal thickness of the triple-transgenic mice model of Alzheimer\¿s disease at the age of one month". Acta Ophthalmologica (2019): https://app.dimensions.ai/details/publication/pub.1123540934.
    10.1111/j.1755-3768.2019.5467
  14. António Araújo; Pedro Serranho. "On the use of quasi-equidistant source points over the sphere surface for the method of fundamental solutions". Journal of Computational and Applied Mathematics 359 (2019): 55-68. https://doi.org/10.1016/j.cam.2019.03.019.
    10.1016/j.cam.2019.03.019
  15. Oliveira, Marlon; Serranho, Pedro. "Implicit method for nonlinear complex diffusion with applications to image denoising". International Journal of Differential Equations and Applications 16 1 (2017): 93-122.
    Published
  16. Araújo, Adérito; Barbeiro, Sílvia; Serranho, Pedro. "Convergence of Finite Difference Schemes for Nonlinear Complex Reaction-Diffusion Processes". SIAM Journal on Numerical Analysis 53 1 (2015): 228-250. http://hdl.handle.net/10400.2/3744.
    Published • 10.1137/130933642
  17. Guimarães, Pedro; Rodrigues, Pedro; Celorico, Dirce; Serranho, Pedro; Bernardes, Rui. "Three-dimensional segmentation and reconstruction of the retinal vasculature from spectral-domain optical coherence tomography". Journal of Biomedical Optics 20 1 (2015): 016006-016006. http://hdl.handle.net/10400.2/3907.
    Published • 10.1117/1.JBO.20.1.016006
  18. Silva, Luís; Vaz, João Rocha; Castro, Maria António; Serranho, Pedro; Cabri, Jan; Pezarat-Correia, Pedro. "Recurrence quantification analysis and support vector machines for golf handicap and low back pain EMG classification". Journal of Electromyography and Kinesiology 25 4 (2015): 637-647.
    Published • 10.1016/j.jelekin.2015.04.008
  19. Santos, M.; Araujo, A.; Barbeiro, S.; Caramelo, F.; Correia, A.; Marques, M.I.; Pinto, L.; et al. "Simulation of cellular changes on Optical Coherence Tomography of human retina". Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2015- - (2015): 8147-81.
    Published • 10.1109/EMBC.2015.7320285
  20. Araújo, A.; Barbeiro, S.; Serranho, P.. "Stability of finite difference schemes for nonlinear complex reaction-diffusion processes". IMA Journal of Numerical Analysis 35 3 (2015): 1381-1401. http://www.scopus.com/inward/record.url?eid=2-s2.0-84943277928&partnerID=MN8TOARS.
    10.1093/imanum/dru037
  21. Guimarães, Pedro; Rodrigues, Pedro; Lobo, Conceição; Leal, Sérgio; Figueira, João; Serranho, Pedro; Bernardes, Rui. "Ocular fundus reference images from optical coherence tomography". Computerized Medical Imaging and Graphics 38 5 (2014): 381-389.
    Published • 10.1016/j.compmedimag.2014.02.003
  22. A. Correia; Adérito Araújo; Sílvia Barbeiro; Francisco Caramelo; Pedro Serranho; Miguel Morgado; Rui Bernardes. "Simulation of DME changes on OCT". Acta Ophthalmologica 92 s253 (2014): 0-0.
    Published • 10.1111/j.1755-3768.2014.2443.x
  23. Rodrigues, Pedro; Guimarães, Pedro; Santos, Torcato; Simão, Sílvia; Miranda, Telmo; Serranho, Pedro; Bernardes, Rui. "Two-dimensional segmentation of the retinal vascular network from optical coherence tomography". Journal of Biomedical Optics 18 12 (2013): 126011-126011. http://hdl.handle.net/10400.2/3909.
    Published • 10.1117/1.JBO.18.12.126011
  24. RODRIGUES, P; GUIMARãES, P; SERRANHO, P; BERNARDES, R. "Enhanced 3D retinal vascular network reconstruction from high-definition SD-OCT". Acta Ophthalmologica 91 (2013): 0-0. http://dx.doi.org/10.1111/j.1755-3768.2013.4464.x.
    10.1111/j.1755-3768.2013.4464.x
  25. GUIMARAES, P; RODRIGUES, P; LOBO, C; SERRANHO, P; BERNARDES, R; Guimarães, P.; Rodrigues, P.; et al. "Fast fully-automated multimodal image co-registration (optical coherence tomography, colour fundus photography, red-free, fluorescein angiography)". Acta Ophthalmologica 91 (2013): 0-0. http://dx.doi.org/10.1111/j.1755-3768.2013.4462.x.
    Published • 10.1111/j.1755-3768.2013.4462.x
  26. Bernardes, Rui; Serranho, Pedro; Santos, Torcato; Valter Gonçalves; Cunha-Vaz, José. "Optical Coherence Tomography – Automatic Retina Classification Through Support Vector Machines". European Ophthalmic Review 6 4 (2012): 200-203. http://hdl.handle.net/10400.2/2765.
    Published
  27. Rodrigues, Fernanda; Foster, Dona; Caramelo, Francisco; Serranho, Pedro; Gonçalves, Guilherme; Januário, Luís; Finn, Adam. "Progressive changes in pneumococcal carriage in children attending daycare in Portugal after 6 years of gradual conjugate vaccine introduction show falls in most residual vaccine serotypes but no net replacement or trends in diversity". Vaccine 30 26 (2012): 3951-3956.
    Published • 10.1016/j.vaccine.2012.03.058
  28. RODRIGUES, P; GUIMARAES, P; BERNARDES, R; SERRANHO, P. "Vascular network of the human macula from OCT". Acta Ophthalmologica 90 s249 (2012): 0-0.
    Published • 10.1111/j.1755-3768.2012.2713.x
  29. Serranho, P.; Guimarães, P.; Rodrigues, P.; Bernardes, R.. "On the relevance of the 3D retinal vascular network from OCT data". Biometrical Letters 49 2 (2012): 95-102.
    Published • 10.2478/bile-2013-0007
  30. GUIMARAES, P; RODRIGUES, P; BERNARDES, R; SERRANHO, P; Guimarães, P.; Rodrigues, P.; Bernardes, R.; Serranho, P.. "3D blood vessels segmentation from optical coherence tomography". Acta Ophthalmologica 90 - (2012): 0-0. http://dx.doi.org/10.1111/j.1755-3768.2012.2712.x.
    Published • 10.1111/j.1755-3768.2012.2712.x
  31. Im, C.-H.; Kwon, K.; Krishnan, V.; Serranho, P.. "Applied mathematics in biomedical sciences and engineering". Journal of Applied Mathematics 2012 (2012): http://www.scopus.com/inward/record.url?eid=2-s2.0-84862278741&partnerID=MN8TOARS.
    10.1155/2012/187252
  32. Rodrigues, P.; Serranho, P.; Bernardes, R.. "3D nonlinear complex-diffusion filter on GPU.". Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference 2012 (2012): 110-113. http://www.scopus.com/inward/record.url?eid=2-s2.0-84881064117&partnerID=MN8TOARS.
    10.1109/EMBC.2012.6345883
  33. Aráujo, A.; Barbeiro, S.; Serranho, P.. "Stability of finite difference schemes for complex diffusion processes". SIAM Journal on Numerical Analysis 50 3 (2012): 1284-1296. http://www.scopus.com/inward/record.url?eid=2-s2.0-84865598851&partnerID=MN8TOARS.
    10.1137/110825789
  34. Bernardes, Rui; Santos, Torcato; Serranho, Pedro; Lobo, Conceição; Cunha-Vaz, José. "Noninvasive Evaluation of Retinal Leakage Using Optical Coherence Tomography". Ophthalmologica 226 2 (2011): 29-36.
    Published • 10.1159/000326268
  35. BERNARDES, R; SERRANHO, P; RODRIGUES, P; GONçALVES, V; CUNHA-VAZ, J. "Blood-retinal barrier function status from OCT data". Acta Ophthalmologica 89 s248 (2011): 0-0.
    Published • 10.1111/j.1755-3768.2011.4115.x
  36. Bernardes, R.; Serranho, P.; Lobo, C.. "Digital Ocular Fundus Imaging: A Review". Ophthalmologica 226 4 (2011): 161-181. http://content.karger.com/ProdukteDB/produkte.asp?Aktion=ShowAbstract&ArtikelNr=329597&Ausgabe=255615&ProduktNr=224269.
    Published • 10.1159/000329597
  37. Bernardes, Rui; Maduro, Cristina; Serranho, Pedro; Araújo, Adérito; Barbeiro, Sílvia; Cunha-Vaz, José. "Improved adaptive complex diffusion despeckling filter". Optics Express 18 23 (2010): 24048-24048.
    Published • 10.1364/OE.18.024048
  38. Alves, Carlos; Kress, Rainer; Serranho, Pedro. "Iterative and range test methods for an inverse source problem for acoustic waves". Inverse Problems 25 5 (2009): 055005-055005.
    Published • 10.1088/0266-5611/25/5/055005
  39. Ivanyshyn, Olha; Kress, Rainer; Serranho, Pedro. "Huygens’ principle and iterative methods in inverse obstacle scattering". Advances in Computational Mathematics 33 4 (2009): 413-429.
    Published • 10.1007/s10444-009-9135-6
  40. Kress, Rainer; Serranho, Pedro. "A hybrid method for sound-hard obstacle reconstruction". Journal of Computational and Applied Mathematics 204 2 (2007): 418-427.
    Published • 10.1016/j.cam.2006.02.047
  41. Serranho, Pedro. "A hybrid method for inverse scattering for Sound-soft obstacles in R3". Inverse Problems and Imaging 1 4 (2007): 691-712. http://dx.doi.org/10.3934/ipi.2007.1.691.
    Published • 10.3934/ipi.2007.1.691
  42. Serranho, Pedro. "A hybrid method for inverse scattering for shape and impedance". Inverse Problems 22 2 (2006): 663-680.
    Published • 10.1088/0266-5611/22/2/017
  43. Kress, Rainer; Serranho, Pedro. "A hybrid method for two-dimensional crack reconstruction". Inverse Problems 21 2 (2005): 773-784.
    Published • 10.1088/0266-5611/21/2/020
  44. Alves, C.J.S.; Serranho, P.; Alves, Carlos; Serranho, Pedro. "On the identification of the flatness of a sound-hard acoustic crack". Mathematics and Computers in Simulation 66 4-5 SPEC. (2004): 337-353. http://www.scopus.com/inward/record.url?eid=2-s2.0-3042731388&partnerID=MN8TOARS.
    Published • 10.1016/j.matcom.2004.02.008
Report
  1. Casanova, Diogo; Sales, José das Candeias Montes; Pedro Serranho. 2022. Relatório do Plano para o Reforço Digital da Avaliação: Apresentação dos resultados do primeiro semestre da utilização da WISEflow.. https://intranet.uab.pt/uploads/SIGQ_UAb/Relatorios/Relat%C3%B3rio%20Wiseflow_vf.pdf.

Other

Other output
  1. Matemática Aplicada e Análise Numérica: Uma introdução com Octave. 2017. Serranho, Pedro.
  2. Adaptive Complex Diffusion Noise Despeckling For 3D OCT Data. 2011. Bernardes, Rui; Maduro, Cristina; Serranho, Pedro; Dinis, João; Cunha-Vaz, José. http://hdl.handle.net/10400.2/2806.
Activities

Oral presentation

Presentation title Event name
Host (Event location)
2023/09/08 Revisiting the Hybrid method for the inverse scattering transmission problem https://www.conftool.com/aip2023/index.php?page=browseSessions&form_session=131#paperID139 11th Applied inverse Problems conference
University Goettingen (Göttingen, Germany)

Supervision

Thesis Title
Role 		Degree Subject (Type)
Institution / Organization
2022/12/13 - Current On the use of Machine Learning for Inverse Acoustic Scattering Problems
Supervisor
 Matemática Aplicada e Modelação (PhD)
Universidade Aberta, Portugal
2022/06/01 - Current Mathematical Aspects of Meshless Methods
Co-supervisor
 Matemática Aplicada e Modelação (PhD)
Universidade Aberta, Portugal
2021 - Current Numerical methods for the Inverse Scattering problem with transmission conditions
Supervisor
 PhD in Applied Mathematics and Modelling, (PhD)
Universidade Aberta, Portugal
2021 - Current Otimizacão de Forma em Problemas de Valores Próprios do Laplaciano
Co-supervisor
 Masters in Statistics, Mathematics and Computation (Master)
Universidade Aberta, Portugal
2022 - 2022 "Métodos Espetrais para a Resolução Numérica de Problemas em Elastodinâmica"
Supervisor
 Matemática Aplicada e Modelação (PhD)
Universidade Aberta, Portugal
2022 - 2022 Técnicas de análise de textura para processamento de imagem - Relação entre a textura de imagens e a textura da sua combinação linear
Supervisor
 Estatística, Matemática e Computação (Master)
Universidade Aberta, Portugal
2022 - 2022 Técnicas de análise de sobrevivência para sujeitos infetados com HIV
Supervisor
 Bioestatística e Biometria (Master)
Universidade Aberta, Portugal
2021 - 2021 Identification of Changes in Retinal Images of Animal Models of Alzheimer´s Disease Using a Deep Learning Approach
Co-supervisor
 Engenharia Biomédica (Master)
Universidade de Coimbra Faculdade de Ciencias e Tecnologia, Portugal
2020 - 2020 Aplicação de máquinas de vector suporte para classificação de ratos transgénicos através de imagem da retina
Supervisor
 Estatística, Matemática e Computação (Master)
Universidade Aberta, Portugal
2019 - 2019 Distribuição de pontos fonte para o método das soluções fundamentais: aplicação a problemas de ondas acústicas em domínios exteriores em R3
Supervisor
 Estatística, Matemática e Computação (Master)
Universidade Aberta, Portugal
2018 - 2018 Análise de Sobrevivência - uma Aplicação a Eventos de Golo em Jogos de Futebol
Supervisor
 Estatística, Matemática e Computação (Master)
Universidade Aberta, Portugal
2017 - 2017 Relação entre a fadiga na musculatura do tronco e prevalência de lombalgia em tenistas utilizando técnicas de aprendizagem supervisionada
Supervisor
 Bioestatística e Biometria (Master)
Universidade Aberta, Portugal
2017 - 2017 Aplicação de Técnicas de Aprendizagem Supervisionada a Dados de Comportamento Motor
Supervisor
 Estatística, Matemática e Computação (Master)
Universidade Aberta, Portugal
2016 - 2016 Análise Comportamental: um estudo por Análise de Sobrevivência, aplicada a cartões de crédito
Supervisor
 Bioestatística e Biometria (Master)
Universidade Aberta, Portugal
2016 - 2016 Análise de Sobrevivência ao cancro Colo-Retal nos períodos 2000-2001 e 2007-2008 na região norte de Portugal
Supervisor
 Bioestatística e Biometria (Master)
Universidade Aberta, Portugal
2014 - 2014 Máquinas de Vetores Suporte para Classificação do Onset em dados Temporais de Eletromiografia
Supervisor
 Estatística, Matemática e Computação (Master)
Universidade Aberta, Portugal
2014 - 2014 Método implicíto para filtragem de ruído em imagem médica por difusão complexa
Supervisor
 Estatística, Matemática e Computação (Master)
Universidade Aberta, Portugal

Event organisation

Event name
Type of event (Role) 		Institution / Organization
2023/04/14 - 2023/04/15 Lisbon Young Mathematicians Conference 2023 - https://sites.uab.pt/lymc2023/ (2023/04/04 - 2023/04/05)
Conference (President of the Organising Committee)
 Universidade Aberta, Portugal
2022/04/13 - 2022/04/14 Lisbon Young Mathematicians Conference 2022 - https://sites.google.com/campus.fct.unl.pt/lymc2022/home (2022/04/13 - 2022/04/14)
Conference (Member of the Organising Committee)
 Universidade de Lisboa, Portugal
2021/11/11 - 2021/11/12 13th International Workshop in Mathematics e-Learning (2021/11/11 - 2021/11/12)
Conference (Member of the Scientific Committee)
 Universidade Aberta, Portugal

Universidad Nacional de Educación a Distancia (UNED), Spain

Universitat Oberta de Catalunya (UOC), Spain
2021/04/24 - 2021/04/24 Lisbon Young Mathematicians Conference 2021 (2021/04/24 - 2021/04/24)
Conference (Member of the Scientific Committee)
 Universidade Aberta, Portugal

Universidade de Lisboa Faculdade de Ciências, Portugal

Universidade de Lisboa Instituto Superior Técnico, Portugal

Universidade NOVA de Lisboa Faculdade de Ciências e Tecnologia, Portugal

ISEG Lisbon School of Economics and Management, Portugal

Jury of academic degree

Topic
Role 		Candidate name (Type of degree)
Institution / Organization
2023/12/06 Coupling Light Propagation and Diffusion in Drug Delivery: A Mathematical Approach
(Thesis) Main arguer
 Hugo Peña Gómez (PhD)
Universidade de Coimbra, Portugal
2023/10/11 A numerical study of the Dirac Spectrum and Transmission Problems employing the Method of Fundamental Solutions
(Thesis) Main arguer
 Francisco Alves Bento (Master)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2023/09/29 Automatic segmentation of retinal layers in optical coherence tomography images: a flexible model for multiple animal models and acquisition systems
(Thesis) Main arguer
 Joana Margarida Moreira Pereira de Moura (Master)
Universidade de Coimbra, Portugal
2021 Option Pricing in Iliquid markets with jumps
Thesis Member
 José Manuel Teixeira dos Santos Cruz (PhD)
ISEG Lisbon School of Economics and Management, Portugal
2014 Aprendizagem Automática na Análise do Movimento e da Participação Neuromuscular em Habilidades Dinâmicas: Contributos para o estudo da relação entre o Swing do Golf e Prevalência de Lombalgias
Supervisor
 Luís Miguel Domingues Ferreira Silva (PhD)
Universidade de Lisboa Faculdade de Motricidade Humana, Portugal
2012 Neural Correlates of perceptual decision and categorization: Implications for basic science and clinical research
Thesis Member
 José Eduardo de Figueiredo Lima Rebola (PhD)
Universidade de Coimbra, Portugal

Association member

Society Organization name Role
2022/09 - 2024/09 Sociedade Portuguesa de Matemática Vogal da direção
Distinctions

Award

2023 Prémio de Incentivo à Investigação UAb
Universidade Aberta, Portugal

Other distinction

2008 Prémio Jovem Investigador
Universidade Técnica de Lisboa/Caixa Geral de Depósitos, Portugal
1997 Medalha Prata nas Olimpiadas Nacionais de Matemática
Sociedade Portuguesa de Matemática, Portugal
1996 Medalha Ouro nas Olimpiadas Nacionais de Matemática
Sociedade Portuguesa de Matemática, Portugal