Álvaro M. Silva

Publication Activity (10 Years)

Years Active: 2002-2018
Publications (10 Years): 5

Top Topics

Technology Acceptance

Classification Trees

Top Venues

Int. J. Heal. Inf. Syst. Informatics

CENTERIS/ProjMAN/HCist

Publications

Carlos Correia, Filipe Portela, Manuel Filipe Santos, Álvaro M. Silva
Data Science Analysis of HealthCare Complaints. WorldCIST (3) (2018)
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)
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)
André Braga, Filipe Portela, Manuel Filipe Santos, José Machado, António Abelha, Álvaro M. Silva, Fernando Rua
Pervasive Patient Timeline for Intensive Care Units. WorldCIST (2) (2016)
André Oliveira, Filipe Portela, José Machado, António Abelha, José Maia Neves, Suzana Vaz, Álvaro M. Silva, Manuel Filipe Santos
Towards an Ontology for Health Complaints Management. KMIS (2015)
André Braga, Filipe Portela, Manuel Filipe Santos, António Abelha, José Machado, Álvaro M. Silva, Fernando Rua
Real-Time Models to Predict the Use of Vasopressors in Monitored Patients. ICSH (2015)
Sérgio Oliveira, Filipe Portela, Manuel Filipe Santos, José Machado, António Abelha, Álvaro M. Silva, Fernando Rua
Intelligent Decision Support to Predict Patient Barotrauma Risk in Intensive Care Units. CENTERIS/ProjMAN/HCist (2015)
Ana Pereira, Fernando Marins, Bruno Rodrigues, Filipe Portela, Manuel Filipe Santos, José Machado, Fernando Rua, Álvaro M. Silva, António Abelha
Improving Quality of Medical Service with Mobile Health Software. EUSPN/ICTH (2015)
Rui Veloso, Filipe Portela, Manuel Filipe Santos, Álvaro M. Silva, Fernando Rua, António Abelha, José Machado
Using Domain Knowledge to Improve Intelligent Decision Support in Intensive Medicine - A Study of Bacteriological Infections . ICAART (2) (2015)
Sérgio Oliveira, Filipe Portela, Manuel Filipe Santos, José Machado, António Abelha, Álvaro M. Silva, Fernando Rua
Predicting Plateau Pressure in Intensive Medicine for Ventilated Patients. WorldCIST (2) (2015)
André Braga, Filipe Portela, Manuel Filipe Santos, José Machado, António Abelha, Álvaro M. Silva, Fernando Rua
Step Towards a Patient Timeline in Intensive Care Units. CENTERIS/ProjMAN/HCist (2015)
Sérgio Oliveira, Filipe Portela, Manuel Filipe Santos, José Machado, António Abelha, Álvaro M. Silva, Fernando Rua
Clustering Barotrauma Patients in ICU-A Data Mining Based Approach Using Ventilator Variables. EPIA (2015)
Filipe Portela, Manuel Filipe Santos, José Machado, António Abelha, Fernando Rua, Álvaro M. Silva
Real-Time Decision Support Using Data Mining to Predict Blood Pressure Critical Events in Intensive Medicine Patients. AmIHEALTH (2015)
João M. C. Gonçalves, Filipe Portela, Manuel Filipe Santos, Álvaro M. Silva, José Machado, António Abelha, Fernando Rua
Real-Time Predictive Analytics for Sepsis Level and Therapeutic Plans in Intensive Care Medicine. Int. J. Heal. Inf. Syst. Informatics 9 (3) (2014)
Rui Veloso, Filipe Portela, Manuel Filipe Santos, Álvaro M. Silva, Fernando Rua, António Abelha, José Machado
Real-Time Data Mining Models for Predicting Length of Stay in Intensive Care Units . KMIS (2014)
Filipe Portela, Jorge Aguiar, Manuel Filipe Santos, António Abelha, José Machado, Álvaro M. Silva, Fernando Rua
Assessment of Technology Acceptance in Intensive Care Units. Int. J. Syst. Serv. Oriented Eng. 4 (3) (2014)
Filipe Portela, Manuel Filipe Santos, José Machado, António Abelha, Álvaro M. Silva, Fernando Rua
Pervasive and Intelligent Decision Support in Intensive Medicine - The Complete Picture. ITBAM (2014)
Jorge Aguiar, Filipe Portela, Manuel Filipe Santos, José Machado, António Abelha, Álvaro M. Silva, Fernando Rua, Filipe Pinto
Pervasive Information Systems to Intensive Care Medicine - Technology Acceptance Model. ICEIS (1) (2013)
Filipe Portela, Jorge Aguiar, Manuel Filipe Santos, Álvaro M. Silva, Fernando Rua
Pervasive Intelligent Decision Support System - Technology Acceptance in Intensive Care Units. WorldCIST (2013)
Filipe Portela, Manuel Filipe Santos, Álvaro M. Silva, José Machado, António Abelha, Fernando Rua
Data Mining for Real-Time Intelligent Decision Support System in Intensive Care Medicine. ICAART (2) (2013)
João M. C. Gonçalves, Filipe Portela, Manuel Filipe Santos, Álvaro M. Silva, José Machado, António Abelha
Predict Sepsis Level in Intensive Medicine - Data Mining Approach. WorldCIST (2013)
Filipe Portela, Pedro Gago, Manuel Filipe Santos, José Machado, António Abelha, Álvaro M. Silva, Fernando Rua
Implementing a Pervasive Real-Time Intelligent System for Tracking Critical Events with Intensive Care Patients. Int. J. Heal. Inf. Syst. Informatics 8 (4) (2013)
Filipe Portela, Manuel Filipe Santos, José Machado, António Abelha, Álvaro M. Silva
Pervasive and Intelligent Decision Support in Critical Health Care Using Ensembles. ITBAM (2013)
Filipe Portela, Manuel Filipe Santos, Álvaro M. Silva, António Abelha, José Machado
Pervasive Ensemble Data Mining Models to Predict Organ Failure and Patient Outcome in Intensive Medicine. IC3K (2012)
Filipe Portela, Manuel Filipe Santos, José Machado, Álvaro M. Silva, Fernando Rua, António Abelha
Intelligent Data Acquisition and Scoring System for Intensive Medicine. ITBAM (2012)
Carlos Filipe Portela, Manuel Filipe Santos, Álvaro M. Silva, José Machado, António Abelha
Enabling a Pervasive Approach for Intelligent Decision Support in Critical Health Care. CENTERIS (3) (2011)
Filipe Portela, Pedro Gago, Manuel Filipe Santos, Álvaro M. Silva, Fernando Rua, José Machado, António Abelha, José Neves
Knowledge Discovery for Pervasive and Real-time Intelligent Decision Support in Intensive Care Medicine. KMIS (2011)
Filipe Portela, Manuel Santos, Marta Vilas-Boas, Fernando Rua, Álvaro M. Silva, José Neves
Real-time Intelligent Decision Support in Intensive Medicine. KMIS (2010)
Marta Vilas-Boas, Manuel Filipe Santos, Filipe Portela, Álvaro M. Silva, Fernando Rua
Hourly Prediction of Organ Failure and Outcome in Intensive Care based on Data Mining Techniques. ICEIS (2) (2010)
Álvaro M. Silva, Paulo Cortez, Manuel Filipe Santos, Lopes Gomes, José Neves
Rating organ failure via adverse events using data mining in the intensive care unit. Artif. Intell. Medicine 43 (3) (2008)
Pedro Gago, Álvaro M. Silva, Manuel Filipe Santos
Adaptive Decision Support for Intensive Care. EPIA Workshops (2007)
Álvaro M. Silva, Paulo Cortez, Manuel Filipe Santos, Lopes Gomes, José Neves
Mortality assessment in intensive care units via adverse events using artificial neural networks. Artif. Intell. Medicine 36 (3) (2006)
Manuel Filipe Santos, João Pereira, Álvaro M. Silva
A Cluster Framework for Data Mining Models - An Application to Intensive Medicine. ICEIS (2) (2005)
Álvaro M. Silva, Paulo Cortez, Manuel Santos, Lopes Gomes, José Neves
Multiple Organ Failure Diagnosis Using Adverse Events and Neural Networks. ICEIS (Selected Papers) (2004)
Álvaro M. Silva, Paulo Cortez, Manuel Filipe Santos, Lopes Gomes, José Neves
Multiple Organ Failure Diagnosis Using Adverse Events and Neural Networks. ICEIS (2) (2004)
Manuel Filipe Santos, José Neves, António Abelha, Álvaro M. Silva, Fernando Rua
Augmented Data Mining over Clinical Databases Using Learning Classifier Systems. ICEIS (2002)