José Machado

ORCID

Publication Activity (10 Years)

Years Active: 1995-2023
Publications (10 Years): 144

Top Venues

Publications

Lara Vaz, Hugo Peixoto, Júlio Duarte, César Alvarez, José Machado
Enhancing Clinical Management of Bariatric Surgery Using Business Intelligence. ANT/EDI40 (2023)
Rui Miranda, Carlos Alves, António Abelha, José Machado
Data Platforms for Real-time Insights in Healthcare: Systematic Review. ANT/EDI40 (2023)
António Linhares Silva, Pedro Oliveira, Dalila Durães, Duarte Fernandes, Rafael Névoa, João Monteiro, Pedro Melo-Pinto, José Machado, Paulo Novais
A Framework for Representing, Building and Reusing Novel State-of-the-Art Three-Dimensional Object Detection Models in Point Clouds Targeting Self-Driving Applications. Sensors 23 (14) (2023)
Gonçalo Cruz, Tiago Guimarães, Manuel Filipe Santos, José Machado
How Decentralized Autonomous Organizations are Affecting Real Estate. BLOCKCHAIN (2023)
Regina Sousa, Hugo Peixoto, António Abelha, José Machado
Implementing a Software-as-a-Service Strategy in Healthcare Workflows. DCAI (1) (2023)
Eduardo Coelho, Nuno Pimenta, Hugo Peixoto, Dalila Durães, Pedro Melo-Pinto, Victor Alves, Lourenço Bandeira, José Machado, Paulo Novais
Multi-agent System for Multimodal Machine Learning Object Detection. HAIS (2023)
Inês Silva, Diana Ferreira, Hugo Peixoto, José Machado
A Data Acquisition and Consolidation System based on openEHR applied to Physical Medicine and Rehabilitation. ANT/EDI40 (2023)
Diana Braga, Daniela Oliveira, Rafaela Rosário, Paulo Novais, José Machado
An Architecture Proposal for Noncommunicable Diseases Prevention. ANT/EDI40 (2023)
Marisa Esteves, António Abelha, José Machado
The development of a pervasive Web application to alert patients based on business intelligence clinical indicators: a case study in a health institution. Wirel. Networks 28 (3) (2022)
Nuno Pimenta, Regina Sousa, Hugo Peixoto, José Machado
A Comprehensive Study on Personal and Medical Information to Predict Diabetes. DCAI (2022)
Gonçalo O. Silva, Ana Maria A. C. Rocha, Gabriela R. Witeck, António Silva, Dalila Durães, José Machado
Traffic Light Optimization of an Intersection: A Portuguese Case Study. OL2A (2022)
Cláudia Brito, Marisa Esteves, Hugo Peixoto, António Abelha, José Machado
A data mining approach to classify serum creatinine values in patients undergoing continuous ambulatory peritoneal dialysis. Wirel. Networks 28 (3) (2022)
Gabriela R. Witeck, Ana Maria A. C. Rocha, Gonçalo O. Silva, António Silva, Dalila Durães, José Machado
A Bibliometric Review and Analysis of Traffic Lights Optimization. ICCSA (Workshops 2) (2022)
Gonçalo O. Silva, Ana Maria A. C. Rocha, Gabriela R. Witeck, António Silva, Dalila Durães, José Machado
On Tuning the Particle Swarm Optimization for Solving the Traffic Light Problem. ICCSA (Workshops 2) (2022)
Regina Sousa, Daniela Oliveira, Dalila Durães, Cristiana Neto, José Machado
Medical Recommendation System Based on Daily Clinical Reports: A Proposed NLP Approach for Emergency Departments. SGAI Conf. (2022)
Sarah Tifany Silva, Francini Hak, José Machado
Rule-based Clinical Decision Support System using the OpenEHR Standard. ANT/EDI40 (2022)
Pedro Pereira, António Silva, Rui Machado, João Silva, Dalila Durães, José Machado, Paulo Novais, João Monteiro, Pedro Melo-Pinto, Duarte Fernandes
Comparison of Different Deployment Approaches of FPGA-Based Hardware Accelerator for 3D Object Detection Models. EPIA (2022)
Carlos Alves, António Chaves, Carla Rodrigues, Eduarda Ribeiro, António Silva, Dalila Durães, José Machado, Paulo Novais
Survey for Big Data Platforms and Resources Management for Smart Cities. HAIS (2022)
Catarina Oliveira, Regina Sousa, Hugo Peixoto, José Machado
Improving the Effectiveness of Heart Disease Diagnosis with Machine Learning. PAAMS (Workshops) (2022)
Regina Sousa, Daniela Oliveira, Ana Carneiro, Luis Pinto, Ana Pereira, Ana Peixoto, Hugo Peixoto, José Machado
The Covid-19 Influence on the Desire to Stay at Home: A Big Data Architecture. IDEAL (2022)
Pedro José Pereira, Nuno Costa, Margarida Barros, Paulo Cortez, Dalila Durães, António Silva, José Machado
A Comparison of Automated Time Series Forecasting Tools for Smart Cities. EPIA (2022)
Rui Miranda, Vasco Ramos, Eduarda Ribeiro, Carla Rodrigues, António Silva, Dalila Durães, César Analide, António Abelha, José Machado
Crowdsensing on Smart Cities: A Systematic Review. IBERAMIA (2022)
Regina Sousa, Diogo Lopes, António Silva, Dalila Durães, Hugo Peixoto, José Machado, Paulo Novais
Sustainable and Social Energy on Smart Cities: Systematic Review. ARTIIS (2) (2022)
Carolina Marques, Vasco Ramos, Hugo Peixoto, José Machado
Pervasive Monitoring System for Services and Servers in Healthcare Environment. ANT/EDI40 (2022)
Eduarda Vieira, Diana Ferreira, Cristiana Neto, António Abelha, José Machado
Data Mining Approach to Classify Cases of Lung Cancer. WorldCIST (1) (2021)
António F. Cunha, Diana Ferreira, Cristiana Neto, António Abelha, José Machado
A CRISP-DM Approach for Predicting Liver Failure Cases: An Indian Case Study. AHFE (13) (2021)
Carolina Marques, Vasco Ramos, Hugo Peixoto, José Machado
Predicting Diabetes Disease in the Female Adult Population, Using Data Mining. HealthyIoT (2021)
António Chaves, Tiago Guimarães, Júlio Duarte, Hugo Peixoto, António Abelha, José Machado
Development of FHIR based web applications for appointment management in healthcare. ANT/EDI40 (2021)
Maria Nogueira, Diana Ferreira, Cristiana Neto, António Abelha, José Machado
Data Mining for the Prediction of Fetal Malformation Through Cardiotocography Data. ICITS (2) (2021)
Cristiana Neto, Caroline Rodrigues, Emely Mendonça, Laercio Sartori, Rafaela de Pinho, Diana Ferreira, António Abelha, José Machado
Data Mining Approach to Understand the Association Between Mental Disorders and Unemployment. ICITS (2) (2021)
Cristiana Neto, Diana Ferreira, José Ramos, Sandro Cruz, Joaquim Oliveira, António Abelha, José Machado
Prediction Models for Coronary Heart Disease. DCAI (1) (2021)
Cristiana Neto, Fábio Senra, Jaime Leite, Nuno Rei, Rui Rodrigues, Diana Ferreira, José Machado
Different Scenarios for the Prediction of Hospital Readmission of Diabetic Patients. J. Medical Syst. 45 (1) (2021)
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. ARTIIS (2021)
Dalila Durães, Flávio Arthur O. Santos, Francisco Supino Marcondes, Sascha Lange, José Machado
Comparison of Transfer Learning Behaviour in Violence Detection with Different Public Datasets. EPIA (2021)
Cristiana Neto, Gabriel Pontes, Alexandru Domente, Francisco Reinolds, José Costa, Diana Ferreira, José Machado
Step Towards Predicting Patient Length of Stay in Intensive Care Units. WorldCIST (4) (2021)
Flávio Arthur O. Santos, Dalila Durães, Francisco Supino Marcondes, Marco Gomes, Filipe Gonçalves, Joaquim Fonseca, Jochen Wingbermühle, José Machado, Paulo Novais
Modelling a Deep Learning Framework for Recognition of Human Actions on Video. WorldCIST (1) (2021)
Flávio Arthur O. Santos, Dalila Durães, Francisco Supino Marcondes, Niklas Hammerschmidt, Sascha Lange, José Machado, Paulo Novais
In-Car Violence Detection Based on the Audio Signal. IDEAL (2021)
Ana Duarte, Hugo Peixoto, José Machado
A Comparative Study of Data Mining Techniques Applied to Renal-Cell Carcinomas. HealthyIoT (2021)
Daniela Oliveira, Rui Miranda, Francini Hak, Nuno Abreu, Pedro Leuschner, António Abelha, José Machado
Steps towards an Healthcare Information Model based on openEHR. ANT/EDI40 (2021)
Flávio Arthur O. Santos, Dalila Durães, Francisco Supino Marcondes, Sascha Lange, José Machado, Paulo Novais
Efficient Violence Detection Using Transfer Learning. PAAMS (Workshops) (2021)
Bárbara Martins, Diana Ferreira, Cristiana Neto, António Abelha, José Machado
Data Mining for Cardiovascular Disease Prediction. J. Medical Syst. 45 (1) (2021)
Daniela Oliveira, Rui Miranda, Nuno Abreu, Pedro Leuschner, António Abelha, Manuel Santos, José Machado
Management of a Pandemic Based on an openEHR approach. EUSPN/ICTH (2020)
Vitor Peixoto, Hugo Peixoto, José Machado
Integrating a Data Mining Engine into Recommender Systems. IDEAL (1) (2020)
Gil Cunha, Hugo Peixoto, José Machado
Improving Performance of Recommendation System Architecture. IDEAL (2) (2020)
Cristiana Neto, Maria Brito, Hugo Peixoto, Vítor Lopes, António Abelha, José Machado
Prediction of Length of Stay for Stroke Patients Using Artificial Neural Networks. WorldCIST (1) (2020)
Tiago Jesus, Júlio Duarte, Diana Ferreira, Dalila Durães, Francisco Supino Marcondes, Flávio Arthur O. Santos, Marco Gomes, Paulo Novais, Filipe Gonçalves, Joaquim Fonseca, Nicolás F. Lori, António Abelha, José Machado
Review of Trends in Automatic Human Activity Recognition Using Synthetic Audio-Visual Data. IDEAL (2) (2020)
Nicolás F. Lori, Diana Ferreira, Victor Alves, José Machado
Bridging the Gap of Neuroscience, Philosophy, and Evolutionary Biology to Propose an Approach to Machine Learning of Human-Like Ethics. IDEAL (2) (2020)
Ana Pinto, Diana Ferreira, Cristiana Neto, António Abelha, José Machado
Data Mining to Predict Early Stage Chronic Kidney Disease. EUSPN/ICTH (2020)
Regina Sousa, Diana Ferreira, António Abelha, José Machado
Step Towards Monitoring Intelligent Agents in Healthcare Information Systems. WorldCIST (3) (2020)
Ana Coimbra, Cristiana Neto, Diana Ferreira, Júlio Duarte, Daniela Oliveira, Francini Hak, Filipe Gonçalves, Joaquim Fonseca, Nicolás F. Lori, António Abelha, José Machado
Review of Trends in Automatic Human Activity Recognition in Vehicle Based in Synthetic Data. IDEAL (2) (2020)
Carina Gonçalves, Diana Ferreira, Cristiana Neto, António Abelha, José Machado
Prediction of Mental Illness Associated with Unemployment Using Data Mining. EUSPN/ICTH (2020)
Diana Costa, Carlos Pereira, Hugo Peixoto, José Machado
Anticipating Maintenance in Telecom Installation Processes. IDEAL (2) (2020)
Francisco Supino Marcondes, Dalila Durães, Filipe Gonçalves, Joaquim Fonseca, José Machado, Paulo Novais
In-Vehicle Violence Detection in Carpooling: A Brief Survey Towards a General Surveillance System. DCAI (2020)
Sara Oliveira, Marisa Esteves, Rui Cernadas, António Abelha, José Machado
The Development of a Business Intelligence Web Application to Support the Decision-Making Process Regarding Absenteeism in the Workplace. ICITS (2020)
Catarina Fernandes, Filipe Portela, Manuel Filipe Santos, José Machado, António Abelha
How to Assess the Acceptance of an Electronic Health Record System? WorldCIST (3) (2020)
Dalila Durães, Francisco Supino Marcondes, Filipe Gonçalves, Joaquim Fonseca, José Machado, Paulo Novais
Detection Violent Behaviors: A Survey. ISAmI (2020)
António Castanheira, Hugo Peixoto, José Machado
Overcoming Challenges in Healthcare Interoperability Regulatory Compliance. ISAmI (2020)
Sónia Faria, Daniela Oliveira, António Abelha, José Machado
Intelligent Support System for the Provision of Inpatient Care. ICITS (2020)
Márcia Esteves, Marisa Esteves, António Abelha, José Machado
A Mobile Health Application to Assist Health Professionals: A Case Study in a Portuguese Nursing Home. ICT4AWE (2019)
José Ferreira, Filipe Portela, José Machado, Manuel Filipe Santos
Adaptive Business Intelligence in Healthcare - A Platform for Optimising Surgeries. WorldCIST (3) (2019)
Patrícia Loreto, Hugo Peixoto, António Abelha, José Machado
Predicting Low Birth Weight Babies Through Data Mining. WorldCIST (3) (2019)
Hugo Peixoto, Lara Correia e Silva, Soraia Pereira, Tiago Jesus, Vítor Lopes, António Abelha, José Machado
Predicting Death and Morbidity in Perforated Peptic Ulcer. ICITS (2019)
Cristiana Neto, Diana Ferreira, António Abelha, José Machado
Improving Healthcare Delivery with New Interactive Visualization Methods. WorldCIST (3) (2019)
Manuela Cruz, Marisa Esteves, Hugo Peixoto, António Abelha, José Machado
Application of Data Mining for the Prediction of Prophylactic Measures in Patients at Risk of Deep Vein Thrombosis. WorldCIST (3) (2019)
Cristiana Neto, Maria Brito, Vítor Lopes, Hugo Peixoto, António Abelha, José Machado
Application of Data Mining for the Prediction of Mortality and Occurrence of Complications for Gastric Cancer Patients. Entropy 21 (12) (2019)
Diana Ferreira, Cristiana Neto, José Machado, António Abelha
Steps Towards Online Monitoring Systems and Interoperability. WorldCIST (3) (2019)
Francisca Fonseca, Hugo Peixoto, Jorge Braga, José Machado, António Abelha
Smart Mobile Computing in Pregnancy Care. CATA (2019)
Márcia Esteves, Marisa Esteves, António Abelha, José Machado
A Proof of Concept of a Mobile Health Application to Support Professionals in a Portuguese Nursing Home. Sensors 19 (18) (2019)
José Machado, Ana Catarina Cardoso, Inês Gomes, Inês Silva, Vítor Lopes, Hugo Peixoto, António Abelha
Predicting the Length of Hospital Stay After Surgery for Perforated Peptic Ulcer. ICITS (2019)
Paulo Gonçalves, Filipe Portela, Manuel Filipe Santos, José Machado, António Abelha, Fernando Rua
Step Towards a Pervasive Data System for Intensive Care Medicine. WorldCIST (3) (2018)
Hugo Peixoto, Alexandra Francisco, Ana Duarte, Márcia Esteves, Sara Oliveira, Vítor Lopes, António Abelha, José Machado
Predicting Postoperative Complications for Gastric Cancer Patients Using Data Mining. INTETAIN (2018)
Marisa Esteves, Filipe Miranda, José Machado, António Abelha
Mobile Collaborative Augmented Reality and Business Intelligence: A System to Support Elderly People's Self-care. WorldCIST (3) (2018)
Patrícia Loreto, Jorge Braga, Hugo Peixoto, José Machado, António Abelha
Step Towards Progressive Web Development in Obstetrics. EUSPN/ICTH (2018)
José Neves, Henrique Vicente, Marisa Esteves, Filipa Ferraz, António Abelha, José Machado, Joana Machado, João Neves, Jorge Ribeiro, Luzia Sampaio
A Deep-Big Data Approach to Health Care in the AI Age. Mob. Networks Appl. 23 (4) (2018)
Catarina Peixoto, Hugo Peixoto, José Machado, António Abelha, Manuel Filipe Santos
Iron Value Classification in Patients Undergoing Continuous Ambulatory Peritoneal Dialysis using Data Mining. ICT4AWE (2018)
Daniela Oliveira, Ana Coimbra, Filipe Miranda, Nuno Abreu, Pedro Leuschner, José Machado, António Abelha
New Approach to an openEHR Introduction in a Portuguese Healthcare Facility. WorldCIST (3) (2018)
Danilo Coelho, Tiago Guimarães, Filipe Portela, Manuel Filipe Santos, José Machado, António Abelha
Pervasive Business Intelligence in Misericordias - A Portuguese Case Study. ICT4AgeingWell (Selected Papers) (2017)
Ana Ribeiro, Filipe Portela, Manuel Santos, António Abelha, José Machado, Fernando Rua
Patients' Admissions in Intensive Care Units: A Clustering Overview. Inf. 8 (1) (2017)
Francisca Fonseca, Hugo Peixoto, Filipe Miranda, José Machado, António Abelha
Step Towards Prediction of Perineal Tear. EUSPN/ICTH (2017)
Rui Veloso, Filipe Portela, Manuel Filipe Santos, José Machado, António Abelha, Fernando Rua, Álvaro M. Silva
Categorize Readmitted Patients in Intensive Medicine by Means of Clustering Data Mining. Int. J. E Health Medical Commun. 8 (3) (2017)
Mariana Rodrigues, Hugo Peixoto, Marisa Esteves, José Machado, Vasco Abelha
Understanding Stroke in Dialysis and Chronic Kidney Disease. EUSPN/ICTH (2017)
Joana Pereira, Hugo Peixoto, José Machado, António Abelha
A Data Mining Approach for Cardiovascular Diagnosis. Open Comput. Sci. 7 (1) (2017)
Cristiana Silva, Joana Pereira, Luis Costa, Hugo Peixoto, José Machado, António Abelha
Business Intelligence for Cardiovascular Disease Assessment. FiCloud Workshops (2017)
Daniela Oliveira, Julio Duarte, António Abelha, José Machado
Improving Nursing Practice through Interoperability and Intelligence. FiCloud Workshops (2017)
Danilo Coelho, Filipe Portela, Manuel Filipe Santos, José Machado, António Abelha
A Pervasive Business Intelligence Solution to Manage Portuguese Misericordia. ICT4AgeingWell (2017)
Pedro Carvalhosa, Filipe Portela, Manuel Filipe Santos, António Abelha, José Machado
Pervasiveness in Digital Marketing - A Global Overview. WorldCIST (3) (2017)
Filipe Portela, Filipe Miranda, Manuel Filipe Santos, António Abelha, José Machado
An online-processing critical patient monitoring system- an interoperability overview. Comput. Sci. Inf. Syst. 14 (2) (2017)
Pedro Morgado, Henrique Vicente, António Abelha, José Machado, João Neves, José Neves
A Case-Based Approach to Colorectal Cancer Detection. ICISA (2017)
António Silva, Filipe Portela, Manuel Filipe Santos, António Abelha, José Machado
An Ontology for Mapping Cerebral Death. WorldCIST (3) (2017)
José Neves, Henrique Vicente, Marisa Esteves, Filipa Ferraz, António Abelha, José Machado, Joana Machado, João Neves
Waiting Time Screening in Healthcare. BDTA (2017)
Fernando Marins, Luciana Cardoso, Marisa Esteves, José Machado, António Abelha
An Agent-Based RFID Monitoring System for Healthcare. WorldCIST (3) (2017)
Rita Reis, Hugo Peixoto, José Machado, António Abelha
Machine Learning in Nutritional Follow-up Research. Open Comput. Sci. 7 (1) (2017)
Ricardo Queirós, Filipe Portela, José Machado
Magni - A Framework for Developing Context-Aware Mobile Applications. WorldCIST (3) (2017)
Patrícia Loreto, Francisca Fonseca, Ana Morais, Hugo Peixoto, António Abelha, José Machado
Improving Maternity Care with Business Intelligence. FiCloud Workshops (2017)
Ana Morais, Hugo Peixoto, Cecília Coimbra, António Abelha, José Machado
Predicting the need of Neonatal Resuscitation using Data Mining. EUSPN/ICTH (2017)
Catarina Peixoto, Claudia Brito, Mariana Fontainhas, Hugo Peixoto, José Machado, António Abelha
Continuous Ambulatory Peritoneal Dialysis: Business Intelligence Applied to Patient Monitoring: CAPD Study and Statistics. FiCloud Workshops (2017)
Andreia Brandão, Eliana Pereira, Marisa Esteves, Filipe Portela, Manuel Filipe Santos, António Abelha, José Machado
A Benchmarking Analysis of Open-Source Business Intelligence Tools in Healthcare Environments. Inf. 7 (4) (2016)
Filipe Portela, Manuel Filipe Santos, José Machado, António Abelha, Álvaro M. Silva, Fernando Rua
Critical Events in Mechanically Ventilated Patients. WorldCIST (2) (2016)
Pedro Oliveira, Filipe Portela, Manuel Filipe Santos, José Machado, António Abelha, Álvaro M. Silva, Fernando Rua
Optimization Techniques to Detect Early Ventilation Extubation in Intensive Care Units. WorldCIST (2) (2016)
Ana Coimbra, Henrique Vicente, António Abelha, Manuel Filipe Santos, José Machado, João Neves, José Neves
Prediction of Length of Hospital Stay in Preterm Infants a Case-Based Reasoning View. KES-IDT (1) (2016)

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Publication Activity (10 Years)

Top Topics

Top Venues

José Machado