Algoritmi | User | Júlio Miguel Marques Duarte
Júlio Miguel Marques Duarte
Júlio Miguel Marques Duarte
Personal Email
jduarte@di.uminho.ptOrcid
0000-0002-5458-3390Researcher ID
O-4672-2015Ciência ID
Google Scholar
h-index
7Publications
37Editorial
0Citations
162Q1 / Q2
0About Me 
Júlio Duarte is an Assistant Researcher at the ALGORITMI Research Centre at the University of Minho, Portugal. Throughout his academic career, he worked on several academic projects in which he acquired knowledge in the areas of knowledge engineering, systems analysis, data mining, software development, data warehousing, data analysis and data mining, artificial and business intelligence, interoperability, and systems integration. Júlio Duarte has a PhD in Biomedical Engineering from the University of Minho, Portugal, with a thesis centred on Interoperability in a Healthcare Environment. He also has a master's degree in Medical Informatics with a study focused in Electronic Medical Record. He has been a member of the Information Systems Technologies research team in the Intelligent Data Systems (IDS) at the ALGORITMI Centre at the University of Minho. As a researcher he has participated in several projects funded by different entities including, ICDS4IM - Intelligent Clinical Decision Support for Intensive Medicine, Deus Ex Machina – Symbiotic technology for societal efficiency gains, INNOVATIVE Car HMI and Easy Ride - Experience is Everything, the last two resulting from the partnership between Bosch and the University of Minho. He has also participated in the organisation of international workshops (including FiCloud 2017 and FiCloud 2018), is a reviewer for indexed journals and international conferences and a member of the scientific committee of several international conferences. He is currently guest Editor of a Special Issue entitled Advances in Machine Learning for Healthcare Applications. In addition, he has held a position as Assistant Professor of Artificial Intelligence Techniques to the Engineering and Management of Information Systems Course at the University of Minho. He has also already been an invited assistant in some units of the Polytechnic Institute of Cávado and Ave and the Piaget Institute of Vila Nova de Gaia. He has more then 30 indexed articles and 140 citations, with a Scopus h-index of 6.
Publications (46)
Predicting Surgical Site Infections: A Time to Event Approach
2025 | book-chapter
Predictive Modeling for Medication Administration in Intensive Medicine: A Data-Driven Approach
2025 | book-chapter
Revisioning Healthcare Interoperability System for ABI Architectures: Introspection and Improvements
Information
2024 | journal-article
Enhancing Surgery Scheduling with Artificial Intelligence: A Study on Metaheuristic Optimisation Models in Healthcare Settings (Preprint)
JMIR Medical Informatics
2024 | journal-article
Architecture proposal for deploying and integrating intelligent models in ABI
Procedia Computer Science
2024 | conference-paper
Classification Models for Early Prediction of Surgical Site Infections
Procedia Computer Science
2024 | journal-article
Interoperability Architecture proposal for Adaptive Business Intelligence Systems in Healthcare Environments
Procedia Computer Science
2024 | journal-article
Prediction of nosocomial infections associated with surgical interventions
Procedia Computer Science
2024 | conference-paper
Case Study of Multichannel Interaction in Healthcare Services
Information (Switzerland)
2023 | journal-article
Enhancing Clinical Management of Bariatric Surgery Using Business Intelligence
Procedia Computer Science
2023 | conference-paper
Enhancing Data Science Interoperability: An Innovative System for Managing OpenEHR Structures
Communications in Computer and Information Science
2023 | conference-paper
Association Models for Relating Problems with Semiologic Data in Intensive Medicine
Procedia Computer Science
2022 | conference-paper
Data Mining Models for Automatic Problem Identification in Intensive Medicine
Procedia Computer Science
2022 | conference-paper
Decision models on therapies for intensive medicine
Procedia Computer Science
2022 | conference-paper
Improving the Management of Hospital Discharges
2022 | book-chapter
Knowledge Extraction From ICU Data Using Data Visualization
2022 | book-chapter
Machine Learning Applied to Health Information Exchange
International Journal of Reliable and Quality E-Healthcare
2022 | journal-article
Predicting the Survival of Primary Biliary Cholangitis Patients
Applied Sciences (Switzerland)
2022 | journal-article
Towards an Effective Clinical Decision Support System in Intensive Medicine
Procedia Computer Science
2022 | conference-paper
Development of FHIR based web applications for appointment management in healthcare
Procedia Computer Science
2021 | conference-paper
Implementing a business intelligence cost accounting solution in a healthcare setting
Procedia Computer Science
2021 | conference-paper
Review of Trends in Automatic Human Activity Recognition Using Synthetic Audio-Visual Data
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2020 | conference-paper
Review of Trends in Automatic Human Activity Recognition in Vehicle Based in Synthetic Data
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2020 | book
A Comparative Study of Optical Character Recognition in Health Information System
2019 International Conference on Engineering Applications, ICEA 2019 - Proceedings
2019 | conference-paper
Automatically detect diagnostic patterns based on clinical notes through Text Mining
2019 | conference-paper
Improving the use of the electronic health record using an online documentation manual and its acceptance through technology acceptance model
ICT4AWE 2019 - Proceedings of the 5th International Conference on Information and Communication Technologies for Ageing Well and e-Health
2019 | conference-paper
Step towards interoperability in nursing practice
Data Analytics in Medicine: Concepts, Methodologies, Tools, and Applications
2019 | book-chapter
An Approach for the Semantic Interoperability of SNOMED
Medical Imaging
2017 | book-chapter
Improving nursing practice through interoperability and intelligence
Proceedings - 2017 5th International Conference on Future Internet of Things and Cloud Workshops, W-FiCloud 2017
2017 | conference-paper
An approach for the semantic interoperability of SNOMED: Improving quality of health records
Applying Business Intelligence to Clinical and Healthcare Organizations
2016 | book-chapter
Improving quality of information in health records with medical ontologies
2015 | dissertation-thesis
Information systems assessment in pathologic anatomy service
Advances in Intelligent Systems and Computing
2015 | conference-paper
Extending the use of SNOMED concepts in electronic health records
2014 | conference-paper
Improving quality of electronic health records with SNOMED
2014 | conference-paper
Stakeholder's perspectives on accident causes in rehabilitation and maintenance work in Portugal and Brazil
Occupational Safety and Hygiene II - Selected Extended and Revised Contributions from the International Symposium Occupational Safety and Hygiene, SHO 2014
2014 | conference-paper
Stand-Alone electronic health record
IEEE International Conference on Industrial Engineering and Engineering Management
2014 | conference-paper
Step towards paper free hospital through electronic health record
Advances in Intelligent Systems and Computing
2013 | conference-paper
Hospital database workload and fault forecasting
2012 IEEE-EMBS Conference on Biomedical Engineering and Sciences, IECBES 2012
2012 | conference-paper
Usability evaluation of Electronic Health Record
2012 IEEE-EMBS Conference on Biomedical Engineering and Sciences, IECBES 2012
2012 | conference-paper
Usability of an electronic health record
IEEE International Conference on Industrial Engineering and Engineering Management
2012 | conference-paper
Electronic health record in dermatology service
Communications in Computer and Information Science
2011 | conference-paper
Towards intelligent drug electronic prescription
ESM 2011 - 2011 European Simulation and Modelling Conference: Modelling and Simulation 2011
2011 | conference-paper
Data quality evaluation of electronic health records in the hospital admission process
Proceedings - 9th IEEE/ACIS International Conference on Computer and Information Science, ICIS 2010
2010 | conference-paper
Interoperabity in healthcare
ESM 2010 - 2010 European Simulation and Modelling Conference
2010 | conference-paper
Agent-based group decision support in medicine
Proceedings of the 2009 International Conference on Artificial Intelligence, ICAI 2009
2009 | conference-paper
Interoperability and healthcare
ESM 2009 - 2009 European Simulation and Modelling Conference: Modelling and Simulation 2009
2009 | conference-paper
Fundings (8)
ICDS4IM - Suporte Inteligente à Decisão Clinica em Medicina Intensiva
Fundação para a Ciência e a Tecnologia
2019-01 to 2022-12 | 154507PRJ
Centro de Investigação ALGORITMI
Fundação para a Ciência e Tecnologia
2019-01 to 2019-12 | 154637UID
INTCARE II - Sistema de Apoio à Decisão Inteligente para Medicina Intensiva
Fundação para a Ciência e Tecnologia
2013-06 to 2015-10 | 126314PRJ
Projecto Estratégico - UI 319 - 2011-2012
Fundação para a Ciência e a Tecnologia
2011-01 to 2013-12 | 123389UID
IMPROVING QUALITY OF INFORMATION IN HEALTH RECORDS WITH MEDICAL ONTHOLOGIES
Fundação para a Ciência e Tecnologia
2011-01 to 2014-12 | 30733DFA
ICDS4IM - Intelligent Clinical Decision Support for Intensive Medicine
Fundação para a Ciência e a Tecnologia
2019-01 to 2022-12 | DSAIPA/DS/0084/2018
ALGORITMI Research Centre
Fundação para a Ciência e a Tecnologia
2019-01 to 2019-12 | UID/CEC/00319/2019
INTCARE II - Intelligent Decision Support System for Intensive Care
Fundação para a Ciência e a Tecnologia
2013-06 to 2015-10 | PTDC/EEI-SII/1302/2012
History
| Init | End | Change | Value | |
|---|---|---|---|---|
| Group | IST | |||
| Laboratory | IDS | |||
| Member Type | Researcher | |||
| 17/01/2023 20:15 |
Predicting Surgical Site Infections: A Time to Event Approach
2025 | book-chapter
Predictive Modeling for Medication Administration in Intensive Medicine: A Data-Driven Approach
2025 | book-chapter
Revisioning Healthcare Interoperability System for ABI Architectures: Introspection and Improvements
Information
2024 | journal-article
Enhancing Surgery Scheduling with Artificial Intelligence: A Study on Metaheuristic Optimisation Models in Healthcare Settings (Preprint)
JMIR Medical Informatics
2024 | journal-article
Architecture proposal for deploying and integrating intelligent models in ABI
Procedia Computer Science
2024 | conference-paper
Classification Models for Early Prediction of Surgical Site Infections
Procedia Computer Science
2024 | journal-article
Interoperability Architecture proposal for Adaptive Business Intelligence Systems in Healthcare Environments
Procedia Computer Science
2024 | journal-article
Prediction of nosocomial infections associated with surgical interventions
Procedia Computer Science
2024 | conference-paper
Case Study of Multichannel Interaction in Healthcare Services
Information (Switzerland)
2023 | journal-article
Enhancing Clinical Management of Bariatric Surgery Using Business Intelligence
Procedia Computer Science
2023 | conference-paper
Enhancing Data Science Interoperability: An Innovative System for Managing OpenEHR Structures
Communications in Computer and Information Science
2023 | conference-paper
Association Models for Relating Problems with Semiologic Data in Intensive Medicine
Procedia Computer Science
2022 | conference-paper
Data Mining Models for Automatic Problem Identification in Intensive Medicine
Procedia Computer Science
2022 | conference-paper
Decision models on therapies for intensive medicine
Procedia Computer Science
2022 | conference-paper
Improving the Management of Hospital Discharges
2022 | book-chapter
Knowledge Extraction From ICU Data Using Data Visualization
2022 | book-chapter
Machine Learning Applied to Health Information Exchange
International Journal of Reliable and Quality E-Healthcare
2022 | journal-article
Predicting the Survival of Primary Biliary Cholangitis Patients
Applied Sciences (Switzerland)
2022 | journal-article
Towards an Effective Clinical Decision Support System in Intensive Medicine
Procedia Computer Science
2022 | conference-paper
Development of FHIR based web applications for appointment management in healthcare
Procedia Computer Science
2021 | conference-paper
Implementing a business intelligence cost accounting solution in a healthcare setting
Procedia Computer Science
2021 | conference-paper
Review of Trends in Automatic Human Activity Recognition Using Synthetic Audio-Visual Data
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2020 | conference-paper
Review of Trends in Automatic Human Activity Recognition in Vehicle Based in Synthetic Data
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2020 | book
A Comparative Study of Optical Character Recognition in Health Information System
2019 International Conference on Engineering Applications, ICEA 2019 - Proceedings
2019 | conference-paper
Automatically detect diagnostic patterns based on clinical notes through Text Mining
2019 | conference-paper
Improving the use of the electronic health record using an online documentation manual and its acceptance through technology acceptance model
ICT4AWE 2019 - Proceedings of the 5th International Conference on Information and Communication Technologies for Ageing Well and e-Health
2019 | conference-paper
Step towards interoperability in nursing practice
Data Analytics in Medicine: Concepts, Methodologies, Tools, and Applications
2019 | book-chapter
An Approach for the Semantic Interoperability of SNOMED
Medical Imaging
2017 | book-chapter
Improving nursing practice through interoperability and intelligence
Proceedings - 2017 5th International Conference on Future Internet of Things and Cloud Workshops, W-FiCloud 2017
2017 | conference-paper
An approach for the semantic interoperability of SNOMED: Improving quality of health records
Applying Business Intelligence to Clinical and Healthcare Organizations
2016 | book-chapter
Improving quality of information in health records with medical ontologies
2015 | dissertation-thesis
Information systems assessment in pathologic anatomy service
Advances in Intelligent Systems and Computing
2015 | conference-paper
Extending the use of SNOMED concepts in electronic health records
2014 | conference-paper
Improving quality of electronic health records with SNOMED
2014 | conference-paper
Stakeholder's perspectives on accident causes in rehabilitation and maintenance work in Portugal and Brazil
Occupational Safety and Hygiene II - Selected Extended and Revised Contributions from the International Symposium Occupational Safety and Hygiene, SHO 2014
2014 | conference-paper
Stand-Alone electronic health record
IEEE International Conference on Industrial Engineering and Engineering Management
2014 | conference-paper
Step towards paper free hospital through electronic health record
Advances in Intelligent Systems and Computing
2013 | conference-paper
Hospital database workload and fault forecasting
2012 IEEE-EMBS Conference on Biomedical Engineering and Sciences, IECBES 2012
2012 | conference-paper
Usability evaluation of Electronic Health Record
2012 IEEE-EMBS Conference on Biomedical Engineering and Sciences, IECBES 2012
2012 | conference-paper
Usability of an electronic health record
IEEE International Conference on Industrial Engineering and Engineering Management
2012 | conference-paper
Electronic health record in dermatology service
Communications in Computer and Information Science
2011 | conference-paper
Towards intelligent drug electronic prescription
ESM 2011 - 2011 European Simulation and Modelling Conference: Modelling and Simulation 2011
2011 | conference-paper
Data quality evaluation of electronic health records in the hospital admission process
Proceedings - 9th IEEE/ACIS International Conference on Computer and Information Science, ICIS 2010
2010 | conference-paper
Interoperabity in healthcare
ESM 2010 - 2010 European Simulation and Modelling Conference
2010 | conference-paper
Agent-based group decision support in medicine
Proceedings of the 2009 International Conference on Artificial Intelligence, ICAI 2009
2009 | conference-paper
Interoperability and healthcare
ESM 2009 - 2009 European Simulation and Modelling Conference: Modelling and Simulation 2009
2009 | conference-paper
ICDS4IM - Suporte Inteligente à Decisão Clinica em Medicina Intensiva
Fundação para a Ciência e a Tecnologia
2019-01 to 2022-12 | 154507PRJ
Centro de Investigação ALGORITMI
Fundação para a Ciência e Tecnologia
2019-01 to 2019-12 | 154637UID
INTCARE II - Sistema de Apoio à Decisão Inteligente para Medicina Intensiva
Fundação para a Ciência e Tecnologia
2013-06 to 2015-10 | 126314PRJ
Projecto Estratégico - UI 319 - 2011-2012
Fundação para a Ciência e a Tecnologia
2011-01 to 2013-12 | 123389UID
IMPROVING QUALITY OF INFORMATION IN HEALTH RECORDS WITH MEDICAL ONTHOLOGIES
Fundação para a Ciência e Tecnologia
2011-01 to 2014-12 | 30733DFA
ICDS4IM - Intelligent Clinical Decision Support for Intensive Medicine
Fundação para a Ciência e a Tecnologia
2019-01 to 2022-12 | DSAIPA/DS/0084/2018
ALGORITMI Research Centre
Fundação para a Ciência e a Tecnologia
2019-01 to 2019-12 | UID/CEC/00319/2019
INTCARE II - Intelligent Decision Support System for Intensive Care
Fundação para a Ciência e a Tecnologia
2013-06 to 2015-10 | PTDC/EEI-SII/1302/2012
| Start | End | Term | Value | |
|---|---|---|---|---|
| Group | IST | |||
| Laboratory | IDS | |||
| Member Type | Researcher | |||
| 17/01/2023 20:15 |
