Algoritmi | User | Hugo Daniel Abreu Peixoto

Hugo Daniel Abreu Peixoto

Hugo Daniel Abreu Peixoto

At LASI

Other with PhD

Member of the CALG R&D Unit

Academic Degree

PhD

Current Position

Invited Assistant Professor at Escola de Engenharia da Universidade do Minho

Personal Webpage

Personal Email

hugoabpeixoto@gmail.com

Orcid

0000-0003-3957-2121

Researcher ID

FCT Public Key

J5313888337K

Ciência ID

Google Scholar

About Me



Revolutionising the Quality of Life: The Role of Real-Time Sensing in Smart Cities

Electronics (Switzerland)

2024 | journal-article

Towards a Standardized Real-Time Data Repository based on Laboratory Test Results

Procedia Computer Science

2024 | conference-paper

A Comprehensive Study on Personal and Medical Information to Predict Diabetes

Lecture Notes in Networks and Systems

2023 | conference-paper

A Data Acquisition and Consolidation System based on openEHR applied to Physical Medicine and Rehabilitation

Procedia Computer Science

2023 | conference-paper

Better Medical Efficiency by Means of Hospital Bed Management Optimization—A Comparison of Artificial Intelligence Techniques

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2023 | conference-paper

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

Implementing a Software-as-a-Service Strategy in Healthcare Workflows

Lecture Notes in Networks and Systems

2023 | conference-paper

Information Technology Monitoring in Healthcare: A Case Study

Lecture Notes in Networks and Systems

2023 | conference-paper

Intelligent Systems in Healthcare: An Architecture Proposal

Lecture Notes in Networks and Systems

2023 | conference-paper

Interoperability of Clinical Data through FHIR: A review

Procedia Computer Science

2023 | conference-paper

Multi-agent System for Multimodal Machine Learning Object Detection

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2023 | conference-paper

Prediction Models Applied to Lung Cancer Using Data Mining

Studies in Computational Intelligence

2023 | conference-paper

Preface

Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST

2023 | book

Smart Cities Using Crowdsensing and Geoferenced Notifications

Lecture Notes in Networks and Systems

2023 | conference-paper

Steps Towards Intelligent Diabetic Foot Ulcer Follow-Up Based on Deep Learning

2023 | book-chapter

Urban Traffic Simulation Using Mobility Patterns Synthesized from Real Sensors

Electronics (Switzerland)

2023 | journal-article

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

Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST

2022 | conference-paper

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 | conference-paper

Evaluation of Transfer Learning to Improve Arrhythmia Classification for a Small ECG Database

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2022 | conference-paper

Improving the Effectiveness of Heart Disease Diagnosis with Machine Learning

Communications in Computer and Information Science

2022 | conference-paper

Online platform for viewing trends and opinions on sports events based on Social Media Data,Plataforma online para visualização de tendências e opiniões de eventos desportivos com base em redes sociais

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

Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST

2022 | book

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

Communications in Computer and Information Science

2022 | conference-paper

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 | conference-paper

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 | conference-paper

A New Architecture for Intelligent Clinical Decision Support for Intensive Medicine

Procedia Computer Science

2020 | conference-paper

Anticipating Maintenance in Telecom Installation Processes

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2020 | conference-paper

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

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2020 | book

Integrating a Data Mining Engine into Recommender Systems

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2020 | conference-paper

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 | conference-paper

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 | conference-paper

Predicting low birth weight babies through data mining

Advances in Intelligent Systems and Computing

2019 | conference-paper

Predicting the Length of Hospital Stay After Surgery for Perforated Peptic Ulcer

Advances in Intelligent Systems and Computing

2019 | conference-paper

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-chapter

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 | conference-paper

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 | conference-paper

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 | conference-paper

Understanding Stroke in Dialysis and Chronic Kidney Disease

Procedia Computer Science

2017 | conference-paper

Steps towards interoperability in healthcare environment

Applying Business Intelligence to Clinical and Healthcare Organizations

2016 | book-chapter

A preventive action management platform in healthcare information systems

Open Source Technology: Concepts, Methodologies, Tools, and Applications

2014 | book-chapter

FPGA field oriented control of an Axial Flux motor-in-wheel

IECON Proceedings (Industrial Electronics Conference)

2014 | conference-paper

Intelligence in interoperability with AIDA

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2012 | conference-paper

ScheduleIT - Open-Source Preventive Actions Management Plataform in Healthcare Information Systems

Conference of Enterprise Information Systems - Aligning Technology, Organizations and People (Centeris)

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 | conference-paper

Semantic interoperability and health records

IFIP Advances in Information and Communication Technology

2010 | conference-paper

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 | conference-paper

Revolutionising the Quality of Life: The Role of Real-Time Sensing in Smart Cities

Electronics (Switzerland)

2024 | journal-article

Towards a Standardized Real-Time Data Repository based on Laboratory Test Results

Procedia Computer Science

2024 | conference-paper

A Comprehensive Study on Personal and Medical Information to Predict Diabetes

Lecture Notes in Networks and Systems

2023 | conference-paper

A Data Acquisition and Consolidation System based on openEHR applied to Physical Medicine and Rehabilitation

Procedia Computer Science

2023 | conference-paper

Better Medical Efficiency by Means of Hospital Bed Management Optimization—A Comparison of Artificial Intelligence Techniques

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2023 | conference-paper

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

Implementing a Software-as-a-Service Strategy in Healthcare Workflows

Lecture Notes in Networks and Systems

2023 | conference-paper

Information Technology Monitoring in Healthcare: A Case Study

Lecture Notes in Networks and Systems

2023 | conference-paper

Intelligent Systems in Healthcare: An Architecture Proposal

Lecture Notes in Networks and Systems

2023 | conference-paper

Interoperability of Clinical Data through FHIR: A review

Procedia Computer Science

2023 | conference-paper

Multi-agent System for Multimodal Machine Learning Object Detection

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2023 | conference-paper

Prediction Models Applied to Lung Cancer Using Data Mining

Studies in Computational Intelligence

2023 | conference-paper

Preface

Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST

2023 | book

Smart Cities Using Crowdsensing and Geoferenced Notifications

Lecture Notes in Networks and Systems

2023 | conference-paper

Steps Towards Intelligent Diabetic Foot Ulcer Follow-Up Based on Deep Learning

2023 | book-chapter

Urban Traffic Simulation Using Mobility Patterns Synthesized from Real Sensors

Electronics (Switzerland)

2023 | journal-article

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

Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST

2022 | conference-paper

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 | conference-paper

Evaluation of Transfer Learning to Improve Arrhythmia Classification for a Small ECG Database

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2022 | conference-paper

Improving the Effectiveness of Heart Disease Diagnosis with Machine Learning

Communications in Computer and Information Science

2022 | conference-paper

Online platform for viewing trends and opinions on sports events based on Social Media Data,Plataforma online para visualização de tendências e opiniões de eventos desportivos com base em redes sociais

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

Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST

2022 | book

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

Communications in Computer and Information Science

2022 | conference-paper

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 | conference-paper

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 | conference-paper

A New Architecture for Intelligent Clinical Decision Support for Intensive Medicine

Procedia Computer Science

2020 | conference-paper

Anticipating Maintenance in Telecom Installation Processes

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2020 | conference-paper

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

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2020 | book

Integrating a Data Mining Engine into Recommender Systems

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2020 | conference-paper

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 | conference-paper

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 | conference-paper

Predicting low birth weight babies through data mining

Advances in Intelligent Systems and Computing

2019 | conference-paper

Predicting the Length of Hospital Stay After Surgery for Perforated Peptic Ulcer

Advances in Intelligent Systems and Computing

2019 | conference-paper

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-chapter

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 | conference-paper

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 | conference-paper

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 | conference-paper

Understanding Stroke in Dialysis and Chronic Kidney Disease

Procedia Computer Science

2017 | conference-paper

Steps towards interoperability in healthcare environment

Applying Business Intelligence to Clinical and Healthcare Organizations

2016 | book-chapter

A preventive action management platform in healthcare information systems

Open Source Technology: Concepts, Methodologies, Tools, and Applications

2014 | book-chapter

FPGA field oriented control of an Axial Flux motor-in-wheel

IECON Proceedings (Industrial Electronics Conference)

2014 | conference-paper

Intelligence in interoperability with AIDA

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2012 | conference-paper

ScheduleIT - Open-Source Preventive Actions Management Plataform in Healthcare Information Systems

Conference of Enterprise Information Systems - Aligning Technology, Organizations and People (Centeris)

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 | conference-paper

Semantic interoperability and health records

IFIP Advances in Information and Communication Technology

2010 | conference-paper

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 | conference-paper

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