Algoritmi | User | Hugo Daniel Abreu Peixoto
Hugo Daniel Abreu Peixoto
Hugo Daniel Abreu Peixoto
At Algoritmi
Senior Researcher with PhD
Member of the CST R&D Group
Academic Degree
PhD
Current Position
Assistant Researcher at Escola de Engenharia da Universidade do Minho
Personal Webpage
https://hpeixoto.mePersonal Email
hugoabpeixoto@gmail.comOrcid
0000-0003-3957-2121Researcher ID
E-3195-2010FCT Public Key
J5313888337K
Ciência ID
CB11-9F63-4F89Google Scholar
338BfccAAAAJh-index
8Publications
46Editorial
0Citations
197Q1 / Q2
7About Me 
Hugo Peixoto is a Integrated Researcher at Algoritmi Research Center at University of Minho, Portugal. Previously word as an IT Director at Centro Hospitalar de Entre o Douro e Vouga, and as an IT Specialist at Centro Hospitalar do Tâmega e Sousa (CHTS) in Penafiel where he is engaged in the development of several projects in the area of Electronic Medical Processes and Interoperability. Also, he is currently invited assistant professor at University of Minho, Braga, Portugal. Hugo Peixoto holds a PhD in Biomedical Engineering from the University of Minho, Portugal, with a thesis focused on Interoperability Strategies in HealthCare Environment. In addition, he holds a Master´s degree in the field on Medical Informatics, during which he had the opportunity to collaborate with the research team of the Informatics Department of the University of Freiburg, Germany. Since 2009, he is member of the research team of Information Systems Technologies in the Algoritmi Center in the University of Minho. In addition, he holds a position of Invited Auxiliary Professor of Knowledge Extraction and Electronic Health Records of the Biomedical Engineering Course at University of Minho. He also took part in the organization of several international workshops (including the FiCloud 2017), he is a reviewer on international conferences and a member of the scientific committee of several international conferences. He has 30 indexed papers in Scopus and 70 citations in Scopus (h-index=5).
Publications (72)
A Comprehensive Study on Personal and Medical Information to Predict Diabetes
2023 | book-chapter
Implementing a Software-as-a-Service Strategy in Healthcare Workflows
2023 | book-chapter
Intelligent Systems in Healthcare: An Architecture Proposal
2023 | book-chapter
Multi-agent System for Multimodal Machine Learning Object Detection
2023 | book-chapter
Prediction Models Applied to Lung Cancer Using Data Mining
2023 | book-chapter
Smart Cities Using Crowdsensing and Geoferenced Notifications
2023 | book-chapter
Steps Towards Intelligent Diabetic Foot Ulcer Follow-Up Based on Deep Learning
2023 | book-chapter
Predicting Diabetes Disease for healthy smart cities
EAI Endorsed Transactions on Smart Cities
2022 | journal-article
A Comparative Study of Data Mining Techniques Applied to Renal-Cell Carcinomas
2022 | book-chapter
A data mining approach to classify serum creatinine values in patients undergoing continuous ambulatory peritoneal dialysis
Wireless Networks
2022 | journal-article
Association Models for Relating Problems with Semiologic Data in Intensive Medicine
Procedia Computer Science
2022 | conference-paper
Determining Internal Medicine Length of Stay by Means of Predictive Analytics
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2022 | book
Evaluation of Transfer Learning to Improve Arrhythmia Classification for a Small ECG Database
2022 | book-chapter
Improving the Effectiveness of Heart Disease Diagnosis with Machine Learning
2022 | book-chapter
Online platform for viewing trends and opinions on sports events based on Social Media Data
2022 17th Iberian Conference on Information Systems and Technologies (CISTI)
2022 | conference-paper
OpenEHR based bariatric surgery follow-up
Procedia Computer Science
2022 | conference-paper
Pervasive Monitoring System for Services and Servers in Healthcare Environment
Procedia Computer Science
2022 | conference-paper
Predicting Diabetes Disease in the Female Adult Population, Using Data Mining
2022 | book-chapter
Predictive Analytics to support diabetic patient detection
Procedia Computer Science
2022 | conference-paper
Predictive analytics for hospital inpatient flow determination
Procedia Computer Science
2022 | conference-paper
Real-Time UCI Monitoring Using Apache Kafka
2022 | book-chapter
Sustainable and Social Energy on Smart Cities: Systematic Review
2022 | book-chapter
The Covid-19 Influence on the Desire to Stay at Home: A Big Data Architecture
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2022 | book
Architecture for intensive care data processing and visualization in real-time
Procedia Computer Science
2021 | conference-paper
Development of FHIR based web applications for appointment management in healthcare
Procedia Computer Science
2021 | conference-paper
Overcoming challenges in healthcare interoperability regulatory compliance
Advances in Intelligent Systems and Computing
2021 | book
A New Architecture for Intelligent Clinical Decision Support for Intensive Medicine
Procedia Computer Science
2020 | conference-paper
Anticipating Maintenance in Telecom Installation Processes
2020 | book-chapter
Death and morbidity prediction using data mining in perforated peptic ulcers
International Journal of Reliable and Quality E-Healthcare
2020 | journal-article
ICU data management - A permissioned blockchain approach
Procedia Computer Science
2020 | conference-paper
Improving Performance of Recommendation System Architecture
2020 | book-chapter
Integrating a Data Mining Engine into Recommender Systems
2020 | book-chapter
Modular Blockchain Implementation in Intensive Medicine
Procedia Computer Science
2020 | conference-paper
Prediction of Length of Stay for Stroke Patients Using Artificial Neural Networks
Advances in Intelligent Systems and Computing
2020 | book
Application of Data Mining for the Prediction of Mortality and Occurrence of Complications for Gastric Cancer Patients
Entropy
2019 | journal-article
Application of data mining for the prediction of prophylactic measures in patients at risk of deep vein thrombosis
Advances in Intelligent Systems and Computing
2019 | book
Predicting Death and Morbidity in Perforated Peptic Ulcer
Advances in Intelligent Systems and Computing
2019 | book
Predicting Postoperative Complications for Gastric Cancer Patients Using Data Mining
Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST
2019 | book
Predicting low birth weight babies through data mining
Advances in Intelligent Systems and Computing
2019 | book
Predicting the Length of Hospital Stay After Surgery for Perforated Peptic Ulcer
Advances in Intelligent Systems and Computing
2019 | book
Smart mobile computing in pregnancy care
Proceedings of 34th International Conference on Computers and Their Applications, CATA 2019
2019 | conference-paper
Applied business intelligence in surgery waiting lists management
Healthcare Policy and Reform: Concepts, Methodologies, Tools, and Applications
2018 | book
Business intelligence for nutrition therapy
Healthcare Policy and Reform: Concepts, Methodologies, Tools, and Applications
2018 | book
Data mining for prediction of length of stay of cardiovascular accident inpatients
Communications in Computer and Information Science
2018 | book
Data mining in urgency department: Medical specialty discharge prediction
16th International Industrial Simulation Conference 2018, ISC 2018
2018 | conference-paper
Iron value classification in patients undergoing continuous ambulatory peritoneal dialysis using data mining
ICT4AWE 2018 - Proceedings of the 4th International Conference on Information and Communication Technologies for Ageing Well and e-Health
2018 | conference-paper
Predictive data mining in nutrition therapy
13th APCA International Conference on Control and Soft Computing, CONTROLO 2018 - Proceedings
2018 | conference-paper
Step towards progressive web development in obstetrics
Procedia Computer Science
2018 | conference-paper
Evaluating the Prophylaxis of the Risk of Deep Vein Thrombosis Using Business Intelligence
2017 | journal-article
The Future of Records in Anesthesia: Development of an Anesthesia Data Warehouse
Journal of Healthcare Communications
2017 | journal-article
A Data Mining Approach for Cardiovascular Diagnosis
Open Computer Science
2017 | journal-article
A hospital service kiosk in the patient’s pocket
Advances in Intelligent Systems and Computing
2017 | book
Business intelligence for cardiovascular disease assessment
Proceedings - 2017 5th International Conference on Future Internet of Things and Cloud Workshops, W-FiCloud 2017
2017 | conference-paper
Continuous Ambulatory Peritoneal Dialysis: Business Intelligence applied to patient monitoring CAPD study and statistics
IEEE International Conference on Future Internet of Things and Cloud (FiCloud)
2017 | conference-paper
Continuous ambulatory peritoneal dialysis: Business intelligence applied to patient monitoring: CAPD study and statistics
Proceedings - 2017 5th International Conference on Future Internet of Things and Cloud Workshops, W-FiCloud 2017
2017 | conference-paper
Improving maternity care with business intelligence
Proceedings - 2017 5th International Conference on Future Internet of Things and Cloud Workshops, W-FiCloud 2017
2017 | conference-paper
Knowledge Discovery from Surgical Waiting lists
Procedia Computer Science
2017 | conference-paper
Machine Learning in Nutritional Follow-up Research
Open Computer Science
2017 | journal-article
Predicting the need of Neonatal Resuscitation using Data Mining
Procedia Computer Science
2017 | conference-paper
Step Towards Prediction of Perineal Tear
Procedia Computer Science
2017 | journal-article
Understanding Stroke in Dialysis and Chronic Kidney Disease
Procedia Computer Science
2017 | journal-article
Steps towards interoperability in healthcare environment
Applying Business Intelligence to Clinical and Healthcare Organizations
2016 | book
FPGA field oriented control of an Axial Flux motor-in-wheel
IECON Proceedings (Industrial Electronics Conference)
2014 | conference-paper
A Preventive Action Management Platform in Healthcare Information Systems
International Journal of Reliable and Quality E-Healthcare
2013 | journal-article
Intelligence in interoperability with AIDA
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2012 | book
ScheduleIT–Open-Source Preventive Actions Management Plataform in Healthcare Information Systems
Procedia Technology
2012 | journal-article
AASYS - Appointment alert system: An open-source-based software to improve show rates in a health care unit
ESM 2011 - 2011 European Simulation and Modelling Conference: Modelling and Simulation 2011
2011 | conference-paper
Interoperabilidade e o Processo Clínico Semântico
2010 | conference-paper
Interoperability and semantic clinical process
Sistemas Y Tecnologias de Informacion
2010 | journal-article
Modelling intelligent behaviours in multi-agent based HL7 services
Studies in Computational Intelligence
2010 | book
Semantic interoperability and health records
IFIP Advances in Information and Communication Technology
2010 | book
Computer-aided diagnosis in brain computed tomography screening
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2009 | book
History
| Init | End | Change | Value | |
|---|---|---|---|---|
| Member Type | Researcher | |||
| 17/01/2023 20:17 | ||||
| Internal Member Type |
A Comprehensive Study on Personal and Medical Information to Predict Diabetes
2023 | book-chapter
Implementing a Software-as-a-Service Strategy in Healthcare Workflows
2023 | book-chapter
Intelligent Systems in Healthcare: An Architecture Proposal
2023 | book-chapter
Multi-agent System for Multimodal Machine Learning Object Detection
2023 | book-chapter
Prediction Models Applied to Lung Cancer Using Data Mining
2023 | book-chapter
Smart Cities Using Crowdsensing and Geoferenced Notifications
2023 | book-chapter
Steps Towards Intelligent Diabetic Foot Ulcer Follow-Up Based on Deep Learning
2023 | book-chapter
Predicting Diabetes Disease for healthy smart cities
EAI Endorsed Transactions on Smart Cities
2022 | journal-article
A Comparative Study of Data Mining Techniques Applied to Renal-Cell Carcinomas
2022 | book-chapter
A data mining approach to classify serum creatinine values in patients undergoing continuous ambulatory peritoneal dialysis
Wireless Networks
2022 | journal-article
Association Models for Relating Problems with Semiologic Data in Intensive Medicine
Procedia Computer Science
2022 | conference-paper
Determining Internal Medicine Length of Stay by Means of Predictive Analytics
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2022 | book
Evaluation of Transfer Learning to Improve Arrhythmia Classification for a Small ECG Database
2022 | book-chapter
Improving the Effectiveness of Heart Disease Diagnosis with Machine Learning
2022 | book-chapter
Online platform for viewing trends and opinions on sports events based on Social Media Data
2022 17th Iberian Conference on Information Systems and Technologies (CISTI)
2022 | conference-paper
OpenEHR based bariatric surgery follow-up
Procedia Computer Science
2022 | conference-paper
Pervasive Monitoring System for Services and Servers in Healthcare Environment
Procedia Computer Science
2022 | conference-paper
Predicting Diabetes Disease in the Female Adult Population, Using Data Mining
2022 | book-chapter
Predictive Analytics to support diabetic patient detection
Procedia Computer Science
2022 | conference-paper
Predictive analytics for hospital inpatient flow determination
Procedia Computer Science
2022 | conference-paper
Real-Time UCI Monitoring Using Apache Kafka
2022 | book-chapter
Sustainable and Social Energy on Smart Cities: Systematic Review
2022 | book-chapter
The Covid-19 Influence on the Desire to Stay at Home: A Big Data Architecture
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2022 | book
Architecture for intensive care data processing and visualization in real-time
Procedia Computer Science
2021 | conference-paper
Development of FHIR based web applications for appointment management in healthcare
Procedia Computer Science
2021 | conference-paper
Overcoming challenges in healthcare interoperability regulatory compliance
Advances in Intelligent Systems and Computing
2021 | book
A New Architecture for Intelligent Clinical Decision Support for Intensive Medicine
Procedia Computer Science
2020 | conference-paper
Anticipating Maintenance in Telecom Installation Processes
2020 | book-chapter
Death and morbidity prediction using data mining in perforated peptic ulcers
International Journal of Reliable and Quality E-Healthcare
2020 | journal-article
ICU data management - A permissioned blockchain approach
Procedia Computer Science
2020 | conference-paper
Improving Performance of Recommendation System Architecture
2020 | book-chapter
Integrating a Data Mining Engine into Recommender Systems
2020 | book-chapter
Modular Blockchain Implementation in Intensive Medicine
Procedia Computer Science
2020 | conference-paper
Prediction of Length of Stay for Stroke Patients Using Artificial Neural Networks
Advances in Intelligent Systems and Computing
2020 | book
Application of Data Mining for the Prediction of Mortality and Occurrence of Complications for Gastric Cancer Patients
Entropy
2019 | journal-article
Application of data mining for the prediction of prophylactic measures in patients at risk of deep vein thrombosis
Advances in Intelligent Systems and Computing
2019 | book
Predicting Death and Morbidity in Perforated Peptic Ulcer
Advances in Intelligent Systems and Computing
2019 | book
Predicting Postoperative Complications for Gastric Cancer Patients Using Data Mining
Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST
2019 | book
Predicting low birth weight babies through data mining
Advances in Intelligent Systems and Computing
2019 | book
Predicting the Length of Hospital Stay After Surgery for Perforated Peptic Ulcer
Advances in Intelligent Systems and Computing
2019 | book
Smart mobile computing in pregnancy care
Proceedings of 34th International Conference on Computers and Their Applications, CATA 2019
2019 | conference-paper
Applied business intelligence in surgery waiting lists management
Healthcare Policy and Reform: Concepts, Methodologies, Tools, and Applications
2018 | book
Business intelligence for nutrition therapy
Healthcare Policy and Reform: Concepts, Methodologies, Tools, and Applications
2018 | book
Data mining for prediction of length of stay of cardiovascular accident inpatients
Communications in Computer and Information Science
2018 | book
Data mining in urgency department: Medical specialty discharge prediction
16th International Industrial Simulation Conference 2018, ISC 2018
2018 | conference-paper
Iron value classification in patients undergoing continuous ambulatory peritoneal dialysis using data mining
ICT4AWE 2018 - Proceedings of the 4th International Conference on Information and Communication Technologies for Ageing Well and e-Health
2018 | conference-paper
Predictive data mining in nutrition therapy
13th APCA International Conference on Control and Soft Computing, CONTROLO 2018 - Proceedings
2018 | conference-paper
Step towards progressive web development in obstetrics
Procedia Computer Science
2018 | conference-paper
Evaluating the Prophylaxis of the Risk of Deep Vein Thrombosis Using Business Intelligence
2017 | journal-article
The Future of Records in Anesthesia: Development of an Anesthesia Data Warehouse
Journal of Healthcare Communications
2017 | journal-article
A Data Mining Approach for Cardiovascular Diagnosis
Open Computer Science
2017 | journal-article
A hospital service kiosk in the patient’s pocket
Advances in Intelligent Systems and Computing
2017 | book
Business intelligence for cardiovascular disease assessment
Proceedings - 2017 5th International Conference on Future Internet of Things and Cloud Workshops, W-FiCloud 2017
2017 | conference-paper
Continuous Ambulatory Peritoneal Dialysis: Business Intelligence applied to patient monitoring CAPD study and statistics
IEEE International Conference on Future Internet of Things and Cloud (FiCloud)
2017 | conference-paper
Continuous ambulatory peritoneal dialysis: Business intelligence applied to patient monitoring: CAPD study and statistics
Proceedings - 2017 5th International Conference on Future Internet of Things and Cloud Workshops, W-FiCloud 2017
2017 | conference-paper
Improving maternity care with business intelligence
Proceedings - 2017 5th International Conference on Future Internet of Things and Cloud Workshops, W-FiCloud 2017
2017 | conference-paper
Knowledge Discovery from Surgical Waiting lists
Procedia Computer Science
2017 | conference-paper
Machine Learning in Nutritional Follow-up Research
Open Computer Science
2017 | journal-article
Predicting the need of Neonatal Resuscitation using Data Mining
Procedia Computer Science
2017 | conference-paper
Step Towards Prediction of Perineal Tear
Procedia Computer Science
2017 | journal-article
Understanding Stroke in Dialysis and Chronic Kidney Disease
Procedia Computer Science
2017 | journal-article
Steps towards interoperability in healthcare environment
Applying Business Intelligence to Clinical and Healthcare Organizations
2016 | book
FPGA field oriented control of an Axial Flux motor-in-wheel
IECON Proceedings (Industrial Electronics Conference)
2014 | conference-paper
A Preventive Action Management Platform in Healthcare Information Systems
International Journal of Reliable and Quality E-Healthcare
2013 | journal-article
Intelligence in interoperability with AIDA
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2012 | book
ScheduleIT–Open-Source Preventive Actions Management Plataform in Healthcare Information Systems
Procedia Technology
2012 | journal-article
AASYS - Appointment alert system: An open-source-based software to improve show rates in a health care unit
ESM 2011 - 2011 European Simulation and Modelling Conference: Modelling and Simulation 2011
2011 | conference-paper
Interoperabilidade e o Processo Clínico Semântico
2010 | conference-paper
Interoperability and semantic clinical process
Sistemas Y Tecnologias de Informacion
2010 | journal-article
Modelling intelligent behaviours in multi-agent based HL7 services
Studies in Computational Intelligence
2010 | book
Semantic interoperability and health records
IFIP Advances in Information and Communication Technology
2010 | book
Computer-aided diagnosis in brain computed tomography screening
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2009 | book
| Start | End | Term | Value | |
|---|---|---|---|---|
| Member Type | Researcher | |||
| 17/01/2023 20:17 | ||||
| Internal Member Type |
