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He graduated in Probability and Statistics from the University of Lisbon in 1996. Since then he has been an Assistant Professor at the University of Lisbon. Although all his training has been in the field of Mathematics (Statistics), it is in the interaction with the fields of other exact sciences, Agriculture, Forestry and Fisheries, other natural sciences and health sciences that he has developed a large part of his scientific activity. This scientific activity has mainly focused on the application of statistical techniques such as linear regression, epidemiology, generalised linear models and time series to the above fields. He has interacted with dozens of collaborators in co-authoring scientific papers. In terms of teaching, in addition to co-supervising 1 Ph.D. thesis and 6 Master's theses, he is responsible for various topics related to applications, such as Generalised Linear Models for the Master's Degree in Biostatistics, Linear Models Applications for the 1st cycle of Applied Mathematics and Applied Statistics, both at the Faculty of Science, or even the topic of Regression and Analysis of Variance for the Master's Degree in Data Science.
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Identification

Personal identification

Full name
JOÃO JOSÉ FERREIRA GOMES

Citation names

  • GOMES, JOÃO

Author identifiers

Ciência ID
AA1C-3211-34A5
ORCID iD
0000-0002-3108-4177
Education
Degree Classification
1996
Concluded
 Estatística e Investigação Operacional (Doutoramento)
Major in Especialidade: Probabilidades e Estatística
Universidade de Lisboa, Portugal
"Valores Extremos e Alguns Processos Markovianos" (THESIS/DISSERTATION)
1988
Concluded
 Probabilidades e Estatística (Mestrado)
Major in Não Aplicável
Universidade de Lisboa Faculdade de Ciências, Portugal
1983
Concluded
 Matemática (Licenciatura)
Universidade de Coimbra, Portugal
Affiliation

Teaching in Higher Education

Category
Host institution 		Employer
1996/11/01 - Current Assistant Professor (University Teacher) Universidade de Lisboa, Portugal
1988 - 1996 Assistant (University Teacher) Universidade de Lisboa, Portugal
1983 - 1988 Trainee Assistant (University Teacher) Universidade Nova de Lisboa, Portugal
Outputs

Publications

Book
  1. Magalhães, T.; Lopes, S.; Gomes, J.; Seixo, F.. The length of hospital stay in acute myocardial infarction: A predictive model with laboratory and administrative data. 2015.
    10.1007/978-3-319-16486-1_26
Book chapter
  1. Dias, Margarida P.; Ramos, Filipe R.; Gomes, João J. F.; Almeida, Susana C.; Dias, Rita N.. "Decision Maker Contact Prediction Model in a Business Context: A Machine Learning Approach". In Human-Centred Technology Management for a Sustainable Future, 185-194. Springer Nature Switzerland, 2025.
    10.1007/978-3-031-72494-7_19
  2. Rita N. Dias; João J. F. Gomes; Filipe R. Ramos; Susana C. Almeida; Margarida P. Dias. "Mobile Switching Propensity Model: A Machine Learning Approach". 2024.
    10.1007/978-3-031-61575-7_29
Conference paper
  1. GOMES, JOÃO. "Supracondylar fracture in children. Rehabilitation in occupational therapy. Yes or no?". 2013.
    10.1063/1.4825904
Journal article
  1. Jorge M. Gonçalves; João José Ferreira Gomes; Bianca Miarka; Filipe R. Ramos. "Unravelling the impact of the covid-19 pandemic on judo: a comparative analysis of the 2018-ec and 2020-ec championships". Retos (2024): https://doi.org/10.47197/retos.v61.107954.
    10.47197/retos.v61.107954
  2. Inês Oliveira; Miguel Almeida; João J. Ferreira Gomes; Ana Rita Henriques. "Specific Personal Hygiene Procedures and Practices in Food Handlers—A Cross-Sectional Study in Butcher and Fishmonger Shops in Almada". Hygiene (2024): https://doi.org/10.3390/hygiene4020017.
    10.3390/hygiene4020017
  3. José H. Dias Gonçalves; João J. Ferreira Gomes; Lihki Rubio; Filipe R. Ramos. "A Generalized Log Gamma Approach: Theoretical Contributions and an Application to Companies’ Life Expectancy". Mathematics (2023): https://doi.org/10.3390/math11234792.
    10.3390/math11234792
  4. Eudora Ribeiro; António Granado; João Gomes; Filipe Ramos. "Suicide mortality in Portugal after 4 mediatized suicides from 1996 to 2020". Heliyon (2023): https://doi.org/10.1016/j.heliyon.2023.e20753.
    10.1016/j.heliyon.2023.e20753
  5. João José Ferreira Gomes; Robert Jeenchen Chen; António Ferreira; Afonso Alves; Beatriz Nogueira Sequeira. "A risk scoring model of COVID-19 at hospital admission". PLOS ONE (2023): https://doi.org/10.1371/journal.pone.0288460.
    10.1371/journal.pone.0288460
  6. Simone Bezerra; Mara Pereira Guerreiro; Nathany França Pessoa; Maria Gabriela Pereira da Silva; Mirela Galvão de Barros; João José Ferreira Gomes; Maria Paula Athayde; Rodrigo Zeymer Auad; jose soares sobrinho. "The Perspectives of Patients and Health Professionals Regarding the Tuberculosis Control Programme in Recife, Brazil: A Contribution to Evaluation". Pharmacy (2019): https://www.mdpi.com/2226-4787/7/2/70.
    10.3390/pharmacy7020070
  7. GOMES, JOÃO. "P450Avoidable mortality in acute myocardial infarction at hospital level: where to look for answers?". European Heart Journal 38 suppl_1 (2017): ehx501.P450-ehx501.P450. http://dx.doi.org/10.1093/eurheartj/ehx501.P450.
    10.1093/eurheartj/ehx501.P450
  8. Inácio, P.; Gomes, J.J.; Airaksinen, M.; Cavaco, A.. "Exploring sociodemographic and economic factors that promote adverse drug reactions reporting by patients". Health Policy (2017): http://www.scopus.com/inward/record.url?eid=2-s2.0-85034434314&partnerID=MN8TOARS.
    10.1016/j.healthpol.2017.10.004
  9. Cordeiro, S.; Gomes, J.; Mendes, I.C.; Martins, D.S.; Sousa, A.; Anjos, R.. "Doppler Flow Pattern and Arterial Stiffness in Patients with Aortic Coarctation". Pediatric Cardiology 37 8 (2016): 1465-1468. http://www.scopus.com/inward/record.url?eid=2-s2.0-84983469384&partnerID=MN8TOARS.
    10.1007/s00246-016-1458-8
  10. "The Predictive Factors on Extended Hospital Length of Stay in Patients with AMI: Laboratory and Administrative Data". Journal of Medical Systems 40 1 (2016): https://www.scopus.com/inward/record.uri?eid=2-s2.0-84946949468&doi=10.1007%2fs10916-015-0363-7&partnerID=40&md5=e7bf492d5cb1759957663ca2282fcdd5.
    10.1007/s10916-015-0363-7
  11. Patrícia Antunes, L.; Gomes, J.J.; Cavaco, A.M.. "How pharmacist-patient communication determines pharmacy loyalty? Modeling relevant factors". Research in Social and Administrative Pharmacy 11 4 (2015): 560-570. http://www.scopus.com/inward/record.url?eid=2-s2.0-84930047907&partnerID=MN8TOARS.
    10.1016/j.sapharm.2014.11.003
  12. Gomes, J.; Baraõ, I.; Oliveira, T.. "Is it always necessary to take sample selection into account?". Communications in Statistics: Simulation and Computation 43 10 (2014): 2264-2274. http://www.scopus.com/inward/record.url?eid=2-s2.0-84902664355&partnerID=MN8TOARS.
    10.1080/03610918.2012.762384
  13. Rossi, R.; Amato, M.; Pollice, A.; Bitella, G.; Gomes, J.J.; Bochicchio, R.; Baronti, S.. "Electrical resistivity tomography to detect the effects of tillage in a soil with a variable rock fragment content". European Journal of Soil Science 64 2 (2013): 239-248. http://www.scopus.com/inward/record.url?eid=2-s2.0-84875550634&partnerID=MN8TOARS.
    10.1111/ejss.12024
  14. de Oliveira-Martins, S.; Oliveira, T.; Gomes, J.J.F.; Caramona, M.; Cabrita, J.. "Factors associated with arterial hypertension in pharmacy users in Portugal | Factores associados à hipertensão arterial nos utentes de farmácias em Portugal". Revista de Saude Publica 45 1 (2011): 136-144. http://www.scopus.com/inward/record.url?eid=2-s2.0-78650443668&partnerID=MN8TOARS.
    10.1590/S0034-89102011000100022
  15. Rossi, R.; Amato, M.; Bitella, G.; Bochicchio, R.; Ferreira Gomes, J.J.; Lovelli, S.; Martorella, E.; Favale, P.. "Electrical resistivity tomography as a non-destructive method for mapping root biomass in an orchard". European Journal of Soil Science 62 2 (2011): 206-215. http://www.scopus.com/inward/record.url?eid=2-s2.0-79952776400&partnerID=MN8TOARS.
    10.1111/j.1365-2389.2010.01329.x
  16. Basso, B.; Amato, M.; Bitella, G.; Rossi, R.; Kravchenko, A.; Sartori, L.; Carvahlo, L.M.; Gomes, J.. "Two-dimensional spatial and temporal variation of soil physical properties in tillage systems using electrical resistivity tomography". Agronomy Journal 102 2 (2010): 440-449. http://www.scopus.com/inward/record.url?eid=2-s2.0-77749277321&partnerID=MN8TOARS.
    10.2134/agronj2009.0298
  17. Amato, M.; Bitella, G.; Rossi, R.; Gómez, J.A.; Lovelli, S.; Gomes, J.J.F.. "Multi-electrode 3D resistivity imaging of alfalfa root zone". European Journal of Agronomy 31 4 (2009): 213-222. http://www.scopus.com/inward/record.url?eid=2-s2.0-70349747279&partnerID=MN8TOARS.
    10.1016/j.eja.2009.08.005
  18. Nobre, S.R.; Cabral, J.E.P.; Gomes, J.J.F.; Leitão, M.C.. "In-hospital mortality in spontaneous bacterial peritonitis: A new predictive model". European Journal of Gastroenterology and Hepatology 20 12 (2008): 1176-1181. http://www.scopus.com/inward/record.url?eid=2-s2.0-56749159832&partnerID=MN8TOARS.
    10.1097/MEG.0b013e32830607a2
  19. Lemos, R.T.; Gomes, J.F.. "Do local environmental factors induce daily and yearly variability in bluefin tuna (Thunnus thynnus) trap catches?". Ecological Modelling 177 1-2 (2004): 143-156. http://www.scopus.com/inward/record.url?eid=2-s2.0-3042848686&partnerID=MN8TOARS.
    10.1016/j.ecolmodel.2004.02.005
  20. Gomes, M.C.; Gomes, J.J.; Paulo, A.C.. "Diphtheria, pertussis, and measles in Portugal before and after mass vaccination: A time series analysis". European Journal of Epidemiology 15 9 (1999): 791-798. http://www.scopus.com/inward/record.url?eid=2-s2.0-0032750227&partnerID=MN8TOARS.
    10.1023/A:1007615513441
  21. Gomes, J.; Oliveira, O.. "Limit laws for a sequence between the maximum and the sum of independent exponentials". Statistics and Probability Letters 35 1 (1997): 25-32. http://www.scopus.com/inward/record.url?eid=2-s2.0-0031571464&partnerID=MN8TOARS.
  22. Gomes, J.. "Extreme value theory for a thermal energy storage model". Statistics and Probability Letters 30 1 (1996): 25-31. http://www.scopus.com/inward/record.url?eid=2-s2.0-0030607071&partnerID=MN8TOARS.
    10.1016/0167-7152(95)00197-2
Activities

Supervision

Thesis Title
Role 		Degree Subject (Type)
Institution / Organization
2021 - 2025 Multi-scale assessment of coastal risk under sea level rise scenarios in mainland Portugal
Co-supervisor
Fundação da Faculdade de Ciências da Universidade de Lisboa, Portugal
2022 - 2023 O processo de Retificação do GMP de uma pensão do Reino Unido
Supervisor
2022 - 2023 Modelo de Propensão à Troca de Equipamento Móvel
Supervisor
2021 - 2023 Consequences of measures to combat Covid-19
Supervisor
Fundação da Faculdade de Ciências da Universidade de Lisboa, Portugal
2021 - 2023 Mecanismos de deteção de fraude em empresas seguradoras
Supervisor
2020 - 2023 Auto insurance: modelling the non-payment of the policy's first instalment
Supervisor
2019 - 2023 Probability and Statistics models applied to business decision
Supervisor
Fundação da Faculdade de Ciências da Universidade de Lisboa, Portugal
2019 - 2019 Modelação da elasticidade do preço na renovação automóvel Matemática Aplicada à Economia e Gestão (Master)
Universidade de Lisboa Faculdade de Ciências, Portugal
2018 - 2018 Uma visão sobre uma forma de retenção de clientes nos seguros automóveis Matemática Aplicada à Economia e Gestão (Master)
Universidade de Lisboa Faculdade de Ciências, Portugal
2015 - 2015 Projeto HiDia: Análise de dados numa intervenção em saúde Bioestatística (Master)
Universidade de Lisboa Faculdade de Ciências, Portugal
2015 - 2015 Doppler flow pattern in patients with aortic coarctation Bioestatística (Master)
Universidade de Lisboa Faculdade de Ciências, Portugal
2015 - 2015 Modelação da taxa de anulação no seguro automóvel Matemática Aplicada à Economia e Gestão (Master)
Universidade de Lisboa Faculdade de Ciências, Portugal
2014 - 2014 Aplicação do modelo de regressão logística num estudo de mercado Matemática Aplicada à Economia e Gestão (Master)
Universidade de Lisboa Faculdade de Ciências, Portugal
2014 - 2014 Barreiras à utilização dos serviços de saúde pelos imigrantes do subcontinente indiano a residir em Portugal Bioestatística (Master)
Universidade de Lisboa Faculdade de Ciências, Portugal