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Tiago Rafael Andrade Jesus completed his Integrated Master's Degree in Biomedical Engineering at the University of Minho with a final grade of 15. He scored 18 in his master's thesis entitled "Spatial Normalization and Analysis of Brain MRI Studies - A Deep Neural Network Based Approach" on November 19th, 2019. He is currently enrolled in the Doctoral Program in Biomedical Engineering at the same University since February 10th, 2020, receiving a grade of 19 in an initial evaluation of his PhD work plan. He has published 1 article in a journal. Has 2 sections of books. He has participated in 32 events and received 1 grant award. Currently, he conducts research in the Algoritmi Center / LASI labs at the University of Minho. In his curriculum, Ciência Vitae the most frequent terms in the context of scientific, technological, and artistic-cultural output are Deep Learning; Neuroimaging; Spatial Normalization; Medical Informatics; Artificial Intelligence; Machine Learning; Computer Vision; Medical Imaging;
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Identification

Personal identification

Full name
Tiago Rafael Andrade Jesus

Citation names

  • Jesus, Tiago
  • Jesus, T.
  • T. Jesus
  • Tiago Jesus

Author identifiers

Ciência ID
0310-E1C3-FACD
ORCID iD
0000-0003-1437-5439
Google Scholar ID
dD-jFFgAAAAJ
Researcher Id
AAV-4351-2020
Scopus Author Id
25625989400

Websites

Knowledge fields

  • Exact Sciences - Computer and Information Sciences - Bioinformatics
  • Engineering and Technology - Electrotechnical Engineering, Electronics and Informatics
  • Medical and Health Sciences - Clinical Medicine - Radiology, Nuclear Medicine and Medical Imaging

Languages

Language Speaking Reading Writing Listening Peer-review
Portuguese (Mother tongue)
English Proficiency (C2) Proficiency (C2) Proficiency (C2) Proficiency (C2)
Education
Degree Classification
2020/02/10 - 2024
Ongoing
 Programa Doutoral em Engenharia Biomédica (Doutoramento)
Universidade do Minho, Portugal
2021/01/04 - 2021/02/07
Concluded
 WiFi Hacking: Wireless Penetration and Security MasterClass (Outros)
Udemy Inc, United States
2021 - 2021
Concluded
 The Web Developer Bootcamp 2021 (Outros)
Major in Web applications
Udemy Inc, United States
2021 - 2021
Concluded
 Complete Ethical Hacking Bootcamp 2021: Zero to Mastery (Outros)
Udemy Inc, United States
2020/11/10 - 2020/11/10
Attended
 Workshop sobre Gestão do Tempo (Outros)
Universidade do Minho, Portugal
2020/02 - 2020/04
Concluded
 Applying Innovation (Outros)
Major in Innovation
Udemy Inc, United States
2020/02/01 - 2020/02/24
Concluded
 Conceitos de Programação em Shell Script (Outros)
Major in Shell Scripts
Udemy Inc, United States
2020 - 2020
Concluded
 The Complete Web Developer Course 2.0 (Outros)
Major in Web Development
Udemy Inc, United States
2014/09 - 2019/11/19
Concluded
 Engenharia Biomédica (Mestrado integrado)
Major in Informática Médica
Universidade do Minho, Portugal
"Spatial Normalization and analysis of Brain MRI Studies – A Deep Neural Network Based Approach" (THESIS/DISSERTATION)
 15
2011/09 - 2014/06
Concluded
 Curso científico-humanístico de ciências e tecnologias (Ensino secundário)
Escola da APEL, Portugal
Affiliation

Others

Category
Host institution 		Employer
2023/03/14 - Current PhD Student and Research Collaborator Universidade do Minho Instituto de Investigação em Ciências da Vida e Saúde, Portugal
2020/01 - Current PhD Student and Research Collaborator Universidade do Minho Centro ALGORITMI, Portugal
Projects

Grant

Designation Funders
2021/10/01 - 2024/08/31 3D printing based on medical imaging data for smart and sustainable healthcare
2021.05068.BD
10.54499/2021.05068.BD
PhD Student Fellow
Universidade do Minho Centro ALGORITMI, Portugal
 Fundação para a Ciência e a Tecnologia
Ongoing
2020/01/23 - 2021/09/30 Easy Ride - Experience is everything, projeto (n.º 039334)
EASYRIDE/4_30-01/2019
Easy Ride - POCI-01-0247-FEDER-039334
Research Fellow
Universidade do Minho, Portugal

Robert Bosch GmbH, Germany
Concluded
Outputs

Publications

Book chapter
  1. Tiago Jesus; Cláudia Palma; Tiago Gil Oliveira; Victor Alves. "Automatic Hemorrhage Detection in Magnetic Resonance Imaging in Cerebral Amyloid Angiopathy". 2024.
    10.1007/978-3-031-45642-8_35
  2. Regina Sousa; Tiago Jesus; Victor Alves; José Machado. "Contactless Human-Computer Interaction Using a Deep Neural Network Pipeline for Real-Time Video Interpretation and Classification". 2021.
    10.1007/978-3-030-90241-4_17
  3. Peixoto, Hugo; Silva, Lara; Pereira, Soraia; Jesus, Tiago; Lopes, Vitor; Abelha, António; Machado, José. "Predicting Death and Morbidity in Perforated Peptic Ulcer". In Advances in Intelligent Systems and Computing, 558-568. Springer International Publishing, 2018.
    10.1007/978-3-030-11890-7_54
Conference paper
  1. Jesus, Tiago; Alves, Victor (111C-CE57-3F88). "Trends in the Use of 3D Printing with Medical Imaging". Paper presented in WorldCist'21 - 9th World Conference on Information Systems and Technologies, Angra do Heroísmo, 2021.
    Accepted • 10.1007/978-3-030-72654-6_33
  2. Tiago Jesus; Júlio Duarte; Diana Ferreira; Dalila Durães; Francisco Marcondes; Flávio Santos; Marco Gomes; et al. "Review of Trends in Automatic Human Activity Recognition using Synthetic Audio-Visual data". Paper presented in 21st International Conference on Intelligent Data Engineering and Automated Learning - IDEAL 2020, Guimarães, 2020.
    Accepted • 10.1007/978-3-030-62365-4_53
  3. Jesus, Tiago; Magalhães, Ricardo; Alves, Victor. "Spatial Normalization of MRI Brain studies using a U-Net based Neural Network". Paper presented in WorldCIST 2020, Budva, 2020.
    Published • 10.1007/978-3-030-45697-9_48
Journal article
  1. Francisco C. Almeida; Tiago Jesus; Ana Coelho; Miguel Quintas-Neves; Kathryn Gauthreaux; Merilee A. Teylan; Charles N. Mock; et al. "Psychosis in Alzheimer’s disease is associated with specific changes in brain MRI volume, cognition and neuropathology". Neurobiology of Aging (2024): http://dx.doi.org/10.1016/j.neurobiolaging.2024.02.013.
    10.1016/j.neurobiolaging.2024.02.013
  2. Francisco Almeida; Tiago Gil Oliveira; Tiago Jesus; Ana Coelho; Miguel Quintas-Neves; Kathryn Gauthreaux; Charles Mock; Walter A. Kukull; John F. Crary. "Lewy body co-pathology contributes to frontal lobe atrophy in Alzheimer’s disease and primary age-related tauopathy". Alzheimer's & Dementia (2023): http://dx.doi.org/10.1002/alz.081877.
    10.1002/alz.081877
  3. Hugo Peixoto; Lara Silva; Soraia Pereira; Tiago Jesus; Vitor Neves Lopes; António Carlos Abelha; Peixoto, Hugo; et al. "Death and Morbidity Prediction Using Data Mining in Perforated Peptic Ulcers". International Journal of Reliable and Quality E-Healthcare 9 1 (2020): 37-49. https://doi.org/10.4018/IJRQEH.2020010104.
    10.4018/IJRQEH.2020010104
Activities

Oral presentation

Presentation title Event name
Host (Event location)
2022/07/20 Apresentação de projetos a alunos de secundário em visita à Universidade do Minho no ambito do projeto "Verão no campus 2022" Verão no Campus
Universidade do Minho (Braga, Portugal)
2021/03/31 Trends in the Use of 3D Printing with Medical Imaging WorldCist'21 - 9th World Conference on Information Systems and Technologies
(Portugal)
2021/01/29 3D Printing based on Medical Imaging data for Smart and Sustainable Healthcare Defesa da pré-Tese de Doutoramento
Universidade do Minho (Braga, Portugal)
2020/11/06 Review of Trends in Automatic Human Activity Recognition Using Synthetic Audio Visual Data (Paper 108) 21st International Conference on Intelligent Data Engineering and Automated Learning - IDEAL 2020
ISLAB and Algoritmi Center (Guimarães, Portugal)
2020/02/04 Deep Learning em Imagem Médica: The Big Picture XV Jornadas de Engenharia Biomédica
Universidade do Minho (Braga, Portugal)
2019/11/19 Spatial Normalization and analysis of Brain MRI Studies - A Deep Neural Network Based Approach Defesa da dissertação de mestrado
Universidade do Minho (Braga, Portugal)

Event participation

Activity description
Type of event 		Event name
Institution / Organization
2024/05/15 - 2024/05/16 AAIC Satellite Symposium
Symposium
 AAIC Satellite Symposium
2024/04/24 - 2024/04/24 Raise3D MetalFuse
Other
2024/03/18 - 2024/03/21 Nvidia GTC 2024 Conference
Other
 Nvidia GTC 2024
NVIDIA Corp, United States
2024/01/18 - 2024/01/18 API Security Masterclass: What is an API, & why are they so hard to secure?
Other
 API Security Masterclass: What is an API, & why are they so hard to secure?
2023/05/25 - 2023/05/25 Gamificação na educação não-formal: o Play With Your Future como ferramenta para trabalho juvenil
Other
2023/05/22 - 2023/05/24 Pint of Science Portugal
Festival
2023/05/04 - 2023/05/04 Performance Measurement of Robotics Applications with ros2_benchmark
Other
 Performance Measurement of Robotics Applications with ros2_benchmark
NVIDIA Corp, United States
2023/03/29 - 2023/03/29 CI Lectures Series - Improving Personalized Elderly Care
Other
 CI Lectures Series
IEEE Computational Intelligence Society, United States
2023/01/18 - 2023/01/18 CI Lectures Series - From Cognitive Assistants to Robotic Cognitive Assistants
Other
 CI Lectures Series
IEEE Computational Intelligence Society, United States
2022/12/14 - 2022/12/14 CI Lectures Series - UPM research center in Artificial Intelligence. Experiences and Challenges
Other
 CI Lectures Series
IEEE Computational Intelligence Society, United States
2022/11/30 - 2022/11/30 CI Lectures Series - How to make an AI algorithm more "ecological"
Other
 CI Lectures Series
IEEE Computational Intelligence Society, United States
2022/10/19 - 2022/10/19 CI Lectures Series - AI na Função Pública
Other
 CI Lectures Series
IEEE Computational Intelligence Society, United States
2022/06/15 - 2022/06/15 CI Lectures Series - Implementation of virtual and one-class classifiers to detect anomalous events
Other
 CI Lectures Series
IEEE Computational Intelligence Society, United States
2022/04/18 - 2022/04/22 Participação na DeepLearn 2022 Spring
Other
 DeepLearn 2022 Spring
Universidade do Minho Centro ALGORITMI, Portugal
2022/03/21 - 2022/03/24 Participação na Nvidia GTC 2022 Conference
Conference
 Nvidia GTC 2022
NVIDIA Corp, United States
2021/11/25 - 2021/11/27 Participação e artigo publicado na International Conference on Advanced Research in Technologies, Information, Innovation and Sustainability - ARTIIS 2021 ARTIIS 2021
2021/06/24 - 2021/06/24 Trustworthy AI in Europe: multiple perspectives
Seminar
 Engenharia em Discussão - Trustworthy AI in Europe: multiple perspectives
IEEE, United States
2021/06/16 - 2021/06/16 CI Lectures Series - Artificial Intelligence and Cybersecurity
Other
 CI Lectures Series
IEEE Computational Intelligence Society, United States
2021/06/12 - 2021/06/13 Participação no STEVE - Share the Technology EVEnt
Exhibition
 STEVE - Share the Technology EVEnt
2021/06/02 - 2021/06/02 CI Lectures Series - OpenEHR - The solution for an interoperable development
Other
 CI Lectures Series
IEEE Computational Intelligence Society, United States
2021/05/19 - 2021/05/19 CI Lectures Series - The AI we have and the AI we need
Other
 CI Lectures Series
IEEE Computational Intelligence Society, United States
2021/03/31 - 2021/03/31 Participação no "Inteligência Artificial no Varejo"
Other
 Inteligência Artificial no Varejo
I2AI - International Association of Artificial Intelligence, Brazil
2021/03/30 - 2021/03/31 Participação e apresentação de artigo na WorldCist'21 - 9th World Conference on Information Systems and Technologies
Conference
 WorldCist'21 - 9th World Conference on Information Systems and Technologies
2021/03/26 - 2021/03/28 Participação no XII Symposium on Bioengineering
Symposium
 XII Symposium on Bioengineering
Universidade do Porto Instituto de Ciências Biomédicas Abel Salazar, Portugal

Universidade do Porto Faculdade de Engenharia, Portugal
2021/03/24 - 2021/03/24 Participação no webinar "Dispelling the Carbon Fiber Myth: Chopped vs Continuous Fibers Confirmation"
Other
 Dispelling the Carbon Fiber Myth: Chopped vs Continuous Fibers Confirmation
Markforged, United States
2021/03/08 - 2021/03/12 Participação no AI Verticals
Other
 AI Verticals
I2AI - International Association of Artificial Intelligence, Brazil
2021/03/10 - 2021/03/10 CI Lectures Series - AI Going Places CI Lectures Series
IEEE Computational Intelligence Society, United States
2021/03/06 - 2021/03/06 Inteligência Artificial: a ética e a técnica
Other
 Inteligência Artificial: a ética e a técnica
2021/02/25 - 2021/02/25 How to Create Pro Mocap Character Animations in 30 Minutes: Record, Clean, and Retarget
Other
 Rokoko Webinar Series - "How to Create Pro Mocap Character Animations in 30 Minutes: Record, Clean, and Retarget"
Rokoko Electronics Inc, United States
2021/02/24 - 2021/02/24 CI Lectures Series - Wine Grape Ripeness Assessment Using Hyperspectral Imaging and Machine Learning
Other
 CI Lectures Series
IEEE Computational Intelligence Society, United States
2021/02/18 - 2021/02/20 Participação nas XVI Jornadas de Engenharia Biomédica
Other
 XVI Jornadas de Engenharia Biomédica
Universidade do Minho, Portugal

GAEB - Gabinete de Alunos de Engenharia Biomédica, Universidade do Minho, Portugal
2020/12/02 - 2020/12/04 Participação no Web Summit 2020
Festival
 Web Summit 2020
2020/10/05 - 2020/10/09 Participação no AI FRONTIERS I2AI Inteligência Artificial
Other
 AI FRONTIERS
I2AI - International Association of Artificial Intelligence, Brazil
2020/09/02 - 2020/09/02 Participação no Summit Online I2AI Inteligência Artificial no Varejo
Other
 Summit I2AI Inteligência Artificial no Varejo
I2AI - International Association of Artificial Intelligence, Brazil
2020/06/29 - 2020/07/20 Participação na Maratona I2AI de Inteligência Artificial em Portugal 2020
Other
 Maratona I2AI de Inteligência Artificial em Portugal 2020
I2AI - International Association of Artificial Intelligence, Brazil
2020/04/20 - 2020/04/24 Participação no webinar "Fibrenamics Impulse #AtHome"
Other
 Fibrenamics Impulse #AtHome
2020/02/04 - 2020/02/04 Orador convidado nas XV Jornadas de Engenharia Biomédica: "Deep Learning em Imagem Médica, the big picture"
Other
 XV Jornadas de Engenharia Biomédica
Universidade do Minho, Portugal

GAEB - Gabinete de Alunos de Engenharia Biomédica, Universidade do Minho, Portugal
2020 - 2020 Participação e apresentação de publicação no 21st International Conference on Intelligent Data Engineering and Automated Learning - IDEAL 2020
Conference
2015/04/18 - 2015/04/20 Participação no X ENEEB - X Encontro Nacional de Estudantes de Engenharia Biomédica
Meeting
 ENEEB - Encontro Nacional de Estudantes de Engenharia Biomédica
Universidade do Minho, Portugal

GAEB - Gabinete de Alunos de Engenharia Biomédica, Universidade do Minho, Portugal
2014/12/17 - 2014/12/19 Participação nas X Jornadas de Engenharia Biomédica
Other
 X Jornadas de Engenharia Biomédica
Universidade do Minho, Portugal

GAEB - Gabinete de Alunos de Engenharia Biomédica, Universidade do Minho, Portugal

Ad Hoc journal article review

Journal title (ISSN) Publisher
2022/01/07 - 2022/01/14 Big Data Analytics and Artificial Intelligence in the Healthcare Industry (9781799891727) IGI Global Book Chapter Peer Reviews

Association member

Society Organization name Role
2022/08/25 - Current International Society to Advance Alzheimer's Research and Treatment (ISTAART) Membro 100020656280
2020/03/09 - Current Associação Portuguesa Para a Inteligência Artificial (APPIA) Sócio nº0673

Course / Discipline taught

Academic session Degree Subject (Type) Institution / Organization
2023/03/01 - 2023/03/22 Projeto Integrador em Engenharia Biomédica - Parte de Informática Médica Engenharia Biomédica (Licenciatura) Universidade do Minho, Portugal
2022/03/16 - 2022/03/31 Projeto Integrador em Engenharia Biomédica - Parte de Informática Médica Engenharia Biomédica (Licenciatura) Universidade do Minho, Portugal
2022/03/24 - 2022/03/24 Imagiologia Engenharia Biomédica (Mestrado integrado) Universidade do Minho, Portugal
Distinctions

Other distinction

2022 Nvidia Academic Hardware Grant Program
NVIDIA Corp, United States