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Eduardo Conde-Sousa completed his PhD in Applied Mathematics at CMUP (Center for Mathematics of the University of Porto) in 2014. He has been working at INEB / i3S (Instituto Nacional de Engenharia Biomédica / Instituto de Investigação e Inovação em Saúde) since 2018. In the course of his professional activity, he interacted with more than 100 collaborators, resulting in the co-authorship of 18 scientific papers and the development of 4 software applications and 1 public bioimage analysis repository. He participates and/or has participated in 8 R&D projects (one of them as co- PI) and supervises 6 MSc dissertations. He has organized 5 events: 4 courses and/or workshops; and he is the main organizer of the HEROHE grand-challenge (https://ecdp2020.grand-challenge.org/) with more than 800 participants. He is proficient in several programming languages such as Python, R, or MATLAB, and his main research interests are in the development and application of software for mathematical modeling, simulation, and data analysis for the study of biological processes. Over the years, he has developed models and bioinformatics tools for bioimage analysis, neurosciences, genetics, and genomics. Currently, the most important part of his work focuses on the application of machine learning and, in particular, deep learning models to solve biomedical problems.
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Identification

Personal identification

Full name
Eduardo Conde Silva de Sousa

Citation names

  • Conde-Sousa, Eduardo
  • Conde-Sousa, E

Author identifiers

Ciência ID
3617-E1EE-F2FF
ORCID iD
0000-0002-6591-5063
Google Scholar ID
xi0xi2AAAAAJ&hl
Researcher Id
H-4177-2017
Scopus Author Id
55233686200

Telephones

Telephone
  • (+351) 226074975 (Professional)

Addresses

  • Instituto Nacional de Engenharia Biomédica (INEB). Rua Alfredo Allen, 208, 4200-135, Porto, Porto, Portugal (Professional)

Websites

Knowledge fields

  • Exact Sciences - Mathematics - Applied Mathematics
  • Exact Sciences - Computer and Information Sciences - Bioinformatics
  • Medical and Health Sciences - Other Medical Sciences
  • Natural sciences - Biological Sciences - Other Biological Topics
  • Medical and Health Sciences - Other Medical Sciences - Forensic Science
  • Natural sciences - Biological Sciences - Genetics and Heredity
Education
Degree Classification
2014/11/12
Concluded
 PhD in Applied Mathematics (Doutoramento)
Universidade do Porto Faculdade de Ciências, Portugal
"Computational Models for Information Storage in Spiking Neurons" (THESIS/DISSERTATION)
 Approved with Distinction
2004/10/22
Concluded
 Mathematics: Foundations and Applications (Mestrado)
Major in Dynamical Systems
Universidade do Porto Faculdade de Ciências, Portugal
"Grupóides e Sincronização em Sistemas de Células Acopladas (in Portuguese)" (THESIS/DISSERTATION)
 Very Good
Affiliation

Science

Category
Host institution 		Employer
2018/04/01 - Current Postdoc (Research) Instituto Nacional de Engenharia Biomédica, Portugal
Instituto Nacional de Engenharia Biomédica, Portugal
(...)
2016/02/12 - 2018/03/31 Postdoc (Research) Universidade do Minho Centro de Biologia Molecular e Ambiental, Portugal
2014/12/11 - 2015/09/30 Postdoc (Research) Universidade do Porto Centro de Investigação em Biodiversidade e Recursos Genéticos, Portugal

Others

Category
Host institution 		Employer
2009/09/01 - 2014/11/12 PhD student Universidade do Porto Faculdade de Ciências, Portugal
2008/01/01 - 2011/12/31 External collaborator of the project: "Escola Virtual" Porto Editora, Portugal
2004/09/01 - 2010/08/31 High School Teacher Ministério da Educação, Portugal
2003/09/01 - 2004/07/31 First Triennial Assistant Professor Instituto Politécnico de Bragança Escola Superior de Educação, Portugal
2003/04/01 - 2003/08/31 High School Teacher Ministério da Educação, Portugal
2001/09/01 - 2002/08/31 High School Teacher (intern) Ministério da Educação, Portugal
Projects

Grant

Designation Funders
2016/04 - 2021/12/31 Portuguese Platform of BioImaging
PINFRA/22122/2016
PINFRA/22122/2016
Post-doc Fellow
Instituto Nacional de Engenharia Biomédica, Portugal
 Fundação para a Ciência e a Tecnologia
Concluded
2010/09 - 2014/10 PhD grant
SFRH/BD/65633/2009
 Fundação para a Ciência e a Tecnologia

Contract

Designation Funders
2022/01/01 - 2023/06/30 Engineered biomimetic hydrogel coating for improved biocompatibility of chronically-implanted neural electrodes
EXPL/BTM-MAT/1499/2021
Researcher
Universidade do Porto Instituto de Investigação e Inovação em Saúde, Portugal
 Fundação para a Ciência e a Tecnologia
Ongoing
2018/10/01 - 2022/09/30 COMULIS: Correlated Multimodal Imaging in Life Sciences
CA17121
Other
Universidade do Porto Instituto de Investigação e Inovação em Saúde, Portugal
 European Cooperation in Science and Technology
Ongoing
2018/10/01 - 2021/09/30 Early detection and monitoring of non-indigenous species (NIS) in coastal ecosystems based on high-throughput sequencing tools
PTDC/BIA-BMA/29754/2017
Researcher
Universidade do Minho Centro de Biologia Molecular e Ambiental, Portugal
 Fundação para a Ciência e a Tecnologia
Ongoing
2018/09/01 - 2021/08/31 From Portugal back to Africa: uncovering the african roots of present-day Portuguese
PTDC/SOC-ANT/30316/2017
Researcher
Universidade do Minho Centro de Biologia Molecular e Ambiental, Portugal
 Fundação para a Ciência e a Tecnologia
Ongoing
2018/09/01 - 2020/05/02 A new Network of European BioImage Analysts to advance life science imaging (NEUBIAS)
CA15124
Other
European Cooperation in Science and Technology
2014/12/05 - 2015/09/30 Assessing The Whole-Genome Structure and Variation of the Tropical Adapted Zebu Cattle (Bos indicus) using Dense SNP Maps
info:eu-repo/grantAgreement/FCT/COMPETE/117851/PT
Post-doc Fellow
Universidade do Porto Centro de Investigação em Biodiversidade e Recursos Genéticos, Portugal
 Fundação para a Ciência e a Tecnologia
Concluded
Outputs

Publications

Journal article
  1. Pereira-Castro, Isabel; Garcia, Beatriz C.; Curinha, Ana; Neves-Costa, Ana; Conde-Sousa, Eduardo; Moita, Luís F.; Moreira, Alexandra. "MCL1 alternative polyadenylation is essential for cell survival and mitochondria morphology". Cellular and Molecular Life Sciences 79 3 (2022): http://dx.doi.org/10.1007/s00018-022-04172-x.
    10.1007/s00018-022-04172-x
  2. Nelson, Glyn; Boehm, Ulrike; Bagley, Steve; Bajcsy, Peter; Bischof, Johanna; Brown, Claire M.; Dauphin, Aurélien; et al. "QUAREP-LiMi: A community-driven initiative to establish guidelines for quality assessment and reproducibility for instruments and images in light microscopy". Journal of Microscopy 284 1 (2021): 56-73. http://dx.doi.org/10.1111/jmi.13041.
    10.1111/jmi.13041
  3. Freitas, Ana; Aroso, Miguel; Barros, António; Fernández, Miriam; Conde-Sousa, Eduardo; Leite, Marina; Carvalho, Eva Daniela; et al. "Characterization of the Striatal Extracellular Matrix in a Mouse Model of Parkinson’s Disease". Antioxidants 10 7 (2021): 1095. http://dx.doi.org/10.3390/antiox10071095.
    10.3390/antiox10071095
  4. Luís Neto; Nádia Pinto; Alberto Proença; António Amorim; Eduardo Conde-Sousa. "4SpecID: Reference DNA Libraries Auditing and Annotation System for Forensic Applications". Genes 12 1 (2021): 61-61. https://doi.org/10.3390/genes12010061.
    10.3390/genes12010061
  5. David La Barbera; António Polónia; Kevin Roitero; Eduardo Conde-Sousa; Vincenzo Della Mea. "Detection of HER2 from Haematoxylin-Eosin Slides Through a Cascade of Deep Learning Classifiers via Multi-Instance Learning". Journal of Imaging 6 9 (2020): 82-82. https://doi.org/10.3390/jimaging6090082.
    10.3390/jimaging6090082
  6. Daniel Vieira; Soraia Esteves; Carolina Santiago; Eduardo Conde-Sousa; Ticiana Fernandes; Célia Pais; Pedro Soares; Ricardo Franco-Duarte. "Population Analysis and Evolution of Saccharomyces cerevisiae Mitogenomes". Microorganisms (2020): https://doi.org/10.3390/microorganisms8071001.
    10.3390/microorganisms8071001
  7. Rito, Teresa; Vieira, Daniel; Silva, Marina; Conde-Sousa, Eduardo; Pereira, Luísa; Mellars, Paul; Richards, Martin B.; Soares, Pedro. "A dispersal of Homo sapiens from southern to eastern Africa immediately preceded the out-of-Africa migration". Scientific Reports 9 1 (2019): http://dx.doi.org/10.1038/s41598-019-41176-3.
    10.1038/s41598-019-41176-3
  8. Barros, Daniela; Parreira, Paula; Furtado, Joana; Ferreira-da-Silva, Frederico; Conde-Sousa, Eduardo; García, Andrés J.; Martins, M. Cristina L.; Amaral, Isabel Freitas; Pêgo, Ana Paula. "An affinity-based approach to engineer laminin-presenting cell instructive microenvironments". Biomaterials 192 (2019): 601-611. http://dx.doi.org/10.1016/j.biomaterials.2018.10.039.
    10.1016/j.biomaterials.2018.10.039
  9. Pinto, N.; Simões, R.; Amorim, A.; Conde-Sousa, E.. "Optimizing the information increase through the addition of relatives and genetic markers in identification and kinship cases". Forensic Science International: Genetics 40 (2019): 210-218. http://www.scopus.com/inward/record.url?eid=2-s2.0-85063328691&partnerID=MN8TOARS.
    10.1016/j.fsigen.2019.02.019
  10. Antão-Sousa, S.; Conde-Sousa, E.; Gusmão, L.; Amorim, A.; Pinto, N.. "Underestimation and misclassification of mutations at X chromosome STRs depend on population's allelic profile". Forensic Science International: Genetics Supplement Series 7 1 (2019): 718-720. http://www.scopus.com/inward/record.url?eid=2-s2.0-85074422780&partnerID=MN8TOARS.
    10.1016/j.fsigss.2019.10.150
  11. Conde-Sousa, E.; Pinto, N.; Amorim, A.. "Reference DNA databases for forensic species identification: Auditing algorithms". Forensic Science International: Genetics Supplement Series 7 1 (2019): 564-566. http://www.scopus.com/inward/record.url?eid=2-s2.0-85075400821&partnerID=MN8TOARS.
    10.1016/j.fsigss.2019.10.091
  12. Barros, D.; Conde-Sousa, E.; Gonçalves, A.M.; Han, W.M.; García, A.J.; Amaral, I.F.; Pêgo, A.P.; et al. "Engineering hydrogels with affinity-bound laminin as 3D neural stem cell culture systems". Biomaterials Science 7 12 (2019): 5338-5349. http://www.scopus.com/inward/record.url?eid=2-s2.0-85075289598&partnerID=MN8TOARS.
    10.1039/c9bm00348g
  13. Machado, P.; Gusmão, L.; Conde-Sousa, E.; Pinto, N.. "The influence of the different mutation models in kinship evaluation". Forensic Science International: Genetics Supplement Series 6 (2017): e255-e256. http://dx.doi.org/10.1016/j.fsigss.2017.09.093.
    10.1016/j.fsigss.2017.09.093
  14. Olivieri, Anna; Sidore, Carlo; Achilli, Alessandro; Angius, Andrea; Posth, Cosimo; Furtwängler, Anja; Brandini, Stefania; et al. "Mitogenome Diversity in Sardinians: A Genetic Window onto an Island's Past". Molecular Biology and Evolution 34 5 (2017): 1230-1239. http://dx.doi.org/10.1093/molbev/msx082.
    10.1093/molbev/msx082
  15. Conde-Sousa, Eduardo; Szücs, Peter; Peng, Hanchuan; Aguiar, Paulo. "N3DFix: an Algorithm for Automatic Removal of Swelling Artifacts in Neuronal Reconstructions". Neuroinformatics 15 1 (2017): 5-12. http://dx.doi.org/10.1007/s12021-016-9308-7.
    10.1007/s12021-016-9308-7
  16. Gonçalves, J.; Conde-Sousa, E.; Egeland, T.; Amorim, A.; Pinto, N.. "Key individuals for discerning pedigrees belonging to the same autosomal kinship class". Forensic Science International: Genetics 29 (2017): 71-79. http://www.scopus.com/inward/record.url?eid=2-s2.0-85016474088&partnerID=MN8TOARS.
    10.1016/j.fsigen.2017.03.018
  17. Conde-Sousa, E.; Aguiar, P.. "A working memory model for serial order that stores information in the intrinsic excitability properties of neurons". Journal of Computational Neuroscience 35 2 (2013): 187-199. http://www.scopus.com/inward/record.url?eid=2-s2.0-84883784747&partnerID=MN8TOARS.
    10.1007/s10827-013-0447-7
  18. Conde-Sousa E; Aguiar P; Conde-Sousa, Eduardo; Aguiar, Paulo. "Conversion from spatial patterns of activity to sequences of neuronal activations using gate interneurons.". BMC Neuroscience 14 S1 (2013): http://europepmc.org/abstract/PMC/PMC3704592.
    10.1186/1471-2202-14-s1-p3
  19. Pinto, N.; Magalhães, M.; Conde-Sousa, E.; Gomes, C.; Pereira, R.; Alves, C.; Gusmão, L.; Amorim, A.. "Assessing paternities with inconclusive STR results: The suitability of bi-allelic markers". Forensic Science International: Genetics 7 1 (2013): 16-21. http://www.scopus.com/inward/record.url?eid=2-s2.0-84869501759&partnerID=MN8TOARS.
    10.1016/j.fsigen.2012.05.002
Thesis / Dissertation
  1. Eduardo Conde Silva de Sousa. "Computacional Models for Information Storage in Spiking Neurons". PhD, 2014. https://repositorio-aberto.up.pt/handle/10216/77049.
Working paper
  1. Conde-Sousa, Eduardo; Vale, João; Feng, Ming; Xu, Kele; Wang, Yin; Della Mea, Vincenzo; La Barbera, David; et al. 2022. "HEROHE Challenge: Assessing HER2 Status in Breast Cancer Without Immunohistochemistry or In Situ Hybridization". http://dx.doi.org/10.2139/ssrn.4019923.
    10.2139/ssrn.4019923

Other

Other output
  1. 4SpecID. Software for reference DNA libraries auditing and annotation for Forensic applications. 2021. Neto, Luís; Pinto, Nadia; Proença, Alberto; Amorim, Antonio; Conde-Sousa, Eduardo. https://4specid.github.io/.
  2. SE4BIA: Search Engine for BioImage Analysis. Co-developer of the web site SE4BIA Search Engine for BioImage Analysis. SE4BIA is a searchable index of image analysis tools that contains a manually curated public domain repository of image analysis components, workflows and collections. Image data sets are also available for testing proposes and algorithm validation.. 2019. Conde-Sousa, Eduardo; Mafalda Sousa; André Maia; Hilario Gil Magalhães. https://se4bia.i3s.up.pt/.
  3. DNA Database Validation. software application developed to identify and correct inaccuracies, such as erroneous/incomplete metadata or poor DNA sequences quality in public genetic databases, providing the users with a tool able to aid the decisions on the species identification of unknown (or disputed) samples in a simple, visual and semi-automated way.. 2019. Conde-Sousa, Eduardo; Pinto, Nádia; Amorim, Antonio. https://github.com/econdesousa/dnaDatabaseValidation.
  4. False discovery rate app. False discovery rate app: for kinship problems where the sharing of genetic information is not required which individuals should we consider? This app help us deciding the optimal choice to answer this question.. 2019. Conde-Sousa, Eduardo; Pinto, Nadia; Simões, Raquel; Amorim, Antonio. https://github.com/econdesousa/FDR_FSIGEN_2019.
  5. Fixation Index Stats. Software application. Fixation index (Fst) measures the allelic frequency variation among populations. Here we combine different methods to quantify the genetic differences between two or more populations by combining different formulations of the fixation index into a single software.. 2016. Conde-Sousa, Eduardo; Hugo Magalhães. https://github.com/econdesousa/Fst_FixationIndex_Stats.
  6. N3DFix software. N3dFix is an open-source software which uses a correction algorithm to automatically find and fix swelling artifacts in neuronal reconstructions. N3DFix works as a post-processing tool and therefore can be used in either manual or (semi-)automatic reconstructions. To promote easy access and wide adoption, N3DFix is available in NEURON, Vaa3D and Py3DN.. 2016. Conde-Sousa, Eduardo; Paulo de Castro Aguiar. https://github.com/econdesousa/N3DFix/.
Activities

Oral presentation

Presentation title Event name
Host (Event location)
2021/09/15 The Evolution of Machine Learning 2nd Ecosystem for Pathology Diagnostics with AI Assistance (EMPAIA) academy
Charité - Universitätsmedizin Berlin (Berlin, Germany)
2020/11/24 The HEROHE challenge 1st ESDIP Workshop: Going into digital pathology in pandemic times: all you need to know for implementation
European Society of Digital and Integrative Pathology (ESDIP)
2019/05/29 Introduction to ImageJ High-throughput Screening and Image Analysis for Biosciences
Instituto de Investigação e Inovação em Saúde (i3S) (porto, Portugal)
2014/12/11 Computational Neuroscience Human Neurobehavioral Laboratory Workshop: Research Methods in Neuroscience
Catholic University of Porto (Porto, Portugal)
2014/07 Computational tools to exploit cattle exomes 34th Conference of International Society of Animal Genetics
(Xi’an, China)
2012/04/27 A working memory model capable of storing pattern sequences without synaptic plasticity Mathematical Neuroscience Workshop
Center of Mathematics of University of Porto (CMUP) (porto, Portugal)

Supervision

Thesis Title
Role 		Degree Subject (Type)
Institution / Organization
2019/09/01 - Current 3D tracing of filament-like structures
Supervisor of Rita Pacheco Fernandes
 MSc in Bioinformatics and Computational Biology (Master)
Universidade do Porto Faculdade de Ciências, Portugal
2019/09/01 - 2021/11/22 An efficient and accurate framework for large-scale sequences of DNA barcodes
Co-supervisor of Luís Manuel Pacheco Neto
 MSc in Computer Science (Master)
Universidade do Minho Centro ALGORITMI, Portugal

Universidade do Minho Escola de Engenharia, Portugal
2017/09/01 - 2018 X-chromosomal mapping – a family study for 10 short tandem repeat loci
Co-supervisor of Priscilla Heberle Almeida
 MSc in Forensic Genetics (Master)
Universidade do Porto Faculdade de Ciências, Portugal
2016/09/01 - 2017/12/31 The influence of mutation models in kinship likelihoods.
Co-supervisor of Pedro Machado
 MSc in Forensic Genetics (Master)
Universidade do Porto Faculdade de Ciências, Portugal
2016/09/01 - 2017/12/31 Distinguishing kinships beyond identity and paternity
Supervisor of Raquel Sofia Miranda Simões
 MSc in Bioinformatics (Master)
Universidade do Minho Escola de Engenharia, Portugal
2016/09/01 - 2017/12/31 Unravelling the genetic component of male infertility
Co-supervisor of Arti Bandhana
 MSc in Mathematical Engineering, (Master)
Universidade do Porto Faculdade de Ciências, Portugal
2016/01/01 - 2016/08/31 Índice de Fixação: múltiplas formas de cálculo numa única ferramenta informática (Portuguese title)
Supervisor of Hugo Magalhães
 MSc in Bioinformatics (Other)
Universidade do Minho Escola de Engenharia, Portugal

Event organisation

Event name
Type of event (Role) 		Institution / Organization
2020/12/01 - Current Organization of "Batch Analysis and Macro Development in ImageJ/Fiji: going beyond the basics, 3rd ed" (2021/11/24 - 2021/11/26)
Workshop
 Universidade do Porto Instituto de Investigação e Inovação em Saúde, Portugal

Instituto Nacional de Engenharia Biomédica, Portugal
2019/03/01 - Current BIAclub: regular workshops for the i3S community to discuss and deconstruct bioimage analysis workflows (2019/04/26)
Workshop (Co-organisor)
 Universidade do Porto Instituto de Investigação e Inovação em Saúde, Portugal
2020/01/01 - 2020/12/09 Organization of "Batch Analysis and Macro Development in ImageJ/Fiji: going beyond the basics, 2nd ed" (2020/12/09 - 2020/12/15)
Workshop (President of the Organising Committee)
 Universidade do Porto Instituto de Investigação e Inovação em Saúde, Portugal

Instituto Nacional de Engenharia Biomédica, Portugal
2019/09/01 - 2020/01/28 Organizer of the HEROHE Grand Challenge (https://ecdp2020.grand-challenge.org/). This challenge is part of the program of the 16th European Congress in Digital Pathology 2020 and aims to step forward in the state of the art in the evaluation of HER2 status in a very large data set composed by breast cancer samples without HER2 immunostaining. (2019/09/01 - 2020/01/28)
Congress (President of the Organising Committee)
 Universidade do Porto Instituto de Investigação e Inovação em Saúde, Portugal
2019/01/01 - 2019/11/15 Organization of "Batch Analysis and Macro Development in ImageJ/Fiji: going beyond the basics" (2019/11/13 - 2019/11/15)
Workshop (President of the Organising Committee)
 Universidade do Porto Instituto de Investigação e Inovação em Saúde, Portugal

Instituto Nacional de Engenharia Biomédica, Portugal
2016/09/01 - 2017/01/31 Course on "Basic Concepts of Programming in R" (2017/01/16 - 2017/01/31)
Workshop (President of the Organising Committee)
 Universidade do Minho Centro de Biologia Molecular e Ambiental, Portugal

Event participation

Activity description
Type of event 		Event name
Institution / Organization
2015/05/04 - 2015/05/08 Invited to the Cambridge Hackathon of the BigNeuron Project. The BigNeuron Project is an international consortium aiming to define and advance the state-of-the-art of single neuron reconstruction, supported by the Human Brain Project; the Wellcome Trust (UK), the Allen Institute for Brain Science (USA), the International Neuroinformatics Coordinating Facility; or the Beijing University of Technology (China).
University of Cambridge - Cambridge Advanced Imaging Centre, United Kingdom

Jury of academic degree

Topic
Role 		Candidate name (Type of degree)
Institution / Organization
2018/12/05 Building a database of common genetic variation in the Portuguese population
(Thesis) Main arguer
 Ana Raquel Ramos (Master)
Universidade do Minho Escola de Engenharia, Portugal
2017/12/07 Distinguishing kinships beyond identity and paternity
Supervisor
 Raquel Sofia Miranda Simões (Master)
Universidade do Minho Escola de Engenharia, Portugal
2016/11/29 Estimating recombination frequency throughout the human genome using a phylogenetic-based method.
(Thesis) Main arguer
 Raquel dos Santos Silva (Master)
Universidade do Minho Escola de Engenharia, Portugal
2016/08/11 Creation of databases of ageing-related drugs and statistical analysis and applied machine learning for the prioritization of potential lifespan-extension drugs
(Thesis) Main arguer
 Diogo Gonçalves Barardo (Master)
Universidade do Minho Escola de Ciências, Portugal

Association member

Society Organization name Role
2021/01/01 - Current European Society of Digital and Integrative Pathology (ESDIP) associated
2020/11/18 - Current Quality Assessment and Reproducibility for Instruments & Images in Light Microscopy (QUAREP-LiMi) associated

Consulting

Activity description Institution / Organization
2019/01/01 - Current External consultant of GHEP-ISFG’s working group “Segregation XSTRs”: https://ghep-isfg.org/en/segregacion-xstrs/ GHEP-ISFG - Spanish and Portuguese Speaking Working Group of the International Society for Forensic Genetics, Spain

Course / Discipline taught

Academic session Degree Subject (Type) Institution / Organization
2021/11/24 - 2021/11/26 Batch Analysis and Macro Development in ImageJ/Fiji: going beyond the basics, 3rd ed (Outros) Instituto Nacional de Engenharia Biomédica, Portugal

Universidade do Porto Instituto de Investigação e Inovação em Saúde, Portugal
2020/12/09 - 2020/12/15 Batch Analysis and Macro Development in ImageJ/Fiji: going beyond the basics, 2nd ed (Outros) Universidade do Porto Instituto de Investigação e Inovação em Saúde, Portugal

Instituto Nacional de Engenharia Biomédica, Portugal
2019/10/14 - 2020/10/17 Lecturer at 6th NEUBIAS Training School for Early Career Investigators (TS12) (Outros) NEUBIAS: Network of European BioImage Analysts, Spain

Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal

Universidade do Porto Instituto de Investigação e Inovação em Saúde, Portugal
2020/04/01 - 2020/04/03 Teaching Assistant at Introduction to Data Analysis and Image Processing with MATLAB (Outros) Universidade do Porto Instituto de Investigação e Inovação em Saúde, Portugal

Instituto Nacional de Engenharia Biomédica, Portugal
2019/11/13 - 2019/11/15 Batch Analysis and Macro Development in ImageJ/Fiji: going beyond the basics (Outros) Universidade do Porto Instituto de Investigação e Inovação em Saúde, Portugal

Instituto Nacional de Engenharia Biomédica, Portugal
2019/09/27 - 2019/09/27 Lecturer at Introduction Digital BioImage Analysis (Outros) Universidade do Porto Instituto de Investigação e Inovação em Saúde, Portugal

Universidade do Porto Instituto de Biologia Molecular e Celular, Portugal
2017/01/16 - 2017/01/31 Basic Concepts of Programming in R (Outros) Universidade do Minho Centro de Biologia Molecular e Ambiental, Portugal
2016/04/22 - 2016/04/30 Introduction to Scientific Programming with MATLAB (Postgraduate Certificate) Universidade do Estado do Rio de Janeiro, Brazil
Distinctions

Other distinction

2009 PhD scholarship (reference SFRH/BD/65633/2009)
Fundação para a Ciência e a Tecnologia, Portugal