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.me

Personal Email

hugoabpeixoto@gmail.com

Orcid

0000-0003-3957-2121

Researcher ID

E-3195-2010

FCT Public Key

J5313888337K

Ciência ID

CB11-9F63-4F89

Google Scholar

338BfccAAAAJ

h-index

8

Publications

46

Editorial

0

Citations

197

Q1 / Q2

7

About Me



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

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
This user account status is Approved