Alberto Freitas

Orcid: 0000-0003-2113-9653

According to our database1, Alberto Freitas authored at least 63 papers between 2007 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Multi-class Model to Predict Pain on Lower Limb Intermittent Claudication Patients.
Proceedings of the Good Practices and New Perspectives in Information Systems and Technologies, 2024

2023
Validity of the Paediatric Canadian Triage Acuity Scale in a Tertiary Hospital: An Analysis of Severity Markers' Variability.
J. Medical Syst., December, 2023

Recommendation systems to promote behavior change in patients with diabetes mellitus type 2: A systematic review.
Expert Syst. Appl., November, 2023

A Remote Monitoring Platform for the Management of Lower Limb Vascular Diseases.
Proceedings of the Caring is Sharing - Exploiting the Value in Data for Health and Innovation - Proceedings of MIE 2023, Gothenburg, Sweden, 22, 2023

Secur-e-Health Project: Towards Federated Learning for Smart Pediatric Care.
Proceedings of the Caring is Sharing - Exploiting the Value in Data for Health and Innovation - Proceedings of MIE 2023, Gothenburg, Sweden, 22, 2023

Mobile Application for Improvement of Self-Management of Type 2 Diabetes: Usability Pilot Test.
Proceedings of the Caring is Sharing - Exploiting the Value in Data for Health and Innovation - Proceedings of MIE 2023, Gothenburg, Sweden, 22, 2023

A Portuguese Mobile App for Diabetes Type 2 Self-Management: A Picture of One-Month Usage.
Proceedings of the Ambient Intelligence - Software and Applications, 2023

Use of Decentralized-Learning Methods Applied to Healthcare: A Bibliometric Analysis.
Proceedings of the Computational Science - ICCS 2023, 2023

Spatial Patterns in Neurodegenerative Disease's Hospitalizations in Portugal (2000-2016).
Proceedings of the 9th International Conference on Geographical Information Systems Theory, 2023

Design and Development of Ontology for AI-Based Software Systems to Manage the Food Intake and Energy Consumption of Obesity, Diabetes and Tube Feeding Patients.
Proceedings of the Progress in Artificial Intelligence, 2023

2022
All Patient Refined-Diagnosis Related Groups' (APR-DRGs) Severity of Illness and Risk of Mortality as predictors of in-hospital mortality.
J. Medical Syst., 2022

Multisource and temporal variability in Portuguese hospital administrative datasets: Data quality implications.
J. Biomed. Informatics, 2022

Recommendation Systems in the Context of Diabetes Mellitus Type 2: A Bibliometric Analysis.
Proceedings of the Information Systems and Technologies, 2022

Requirement Specification for a Remote Monitoring System to Support the Management of Vascular Diseases.
Proceedings of the Information Systems and Technologies, 2022

Towards a Process Reference Model for Clinical Coding.
Proceedings of the Quality of Information and Communications Technology, 2022

Improving the lifestyle behavior of type 2 diabetes mellitus patients using a mobile application.
Proceedings of the IEEE Symposium on Computers and Communications, 2022

Smart Wearable Systems for the Remote Monitoring of Venous and Diabetic Foot Ulcers: State of the Art.
Proceedings of the Ambient Intelligence - Software and Applications, 2022

An Architecture for a Coaching System to Support Type 2 Diabetic Patients.
Proceedings of the Ambient Intelligence - Software and Applications, 2022

Clinical Pathways and Hierarchical Clustering for Tuberculosis Treatment Outcome Prediction.
Proceedings of the CENTERIS 2022 - International Conference on ENTERprise Information Systems / ProjMAN - International Conference on Project MANagement / HCist, 2022

2021
A Hybrid Model to Classify Patients with Chronic Obstructive Respiratory Diseases.
J. Medical Syst., 2021

Analysis of root causes of problems affecting the quality of hospital administrative data: A systematic review and Ishikawa diagram.
Int. J. Medical Informatics, 2021

An Open Source GIS Application for Spatial Assessment of Health Care Quality Indicators.
ISPRS Int. J. Geo Inf., 2021

Special Issue: WorldCist18.
Expert Syst. J. Knowl. Eng., 2021

Measuring Variability in Acute Myocardial Infarction Coding Using a Statistical Process Control and Probabilistic Temporal Data Quality Control Approaches.
Proceedings of the Trends and Applications in Information Systems and Technologies, 2021

Defining an Architecture for a Remote Monitoring Platform to Support the Self-management of Vascular Diseases.
Proceedings of the Highlights in Practical Applications of Agents, Multi-Agent Systems, and Social Good. The PAAMS Collection, 2021

2020
Measuring data credibility and medical coding: a case study using a nationwide Portuguese inpatient database.
Softw. Qual. J., 2020

Problems and Barriers during the Process of Clinical Coding: a Focus Group Study of Coders' Perceptions.
J. Medical Syst., 2020

Protocol for Analysis of Root Causes of Problems Affecting the Quality of the Diagnosis Related Group-Based Hospital Data: A Rapid Review and Delphi Process.
Proceedings of the Trends and Innovations in Information Systems and Technologies, 2020

A GIS Open Source Application to Perform the Spatial Distribution of Prevention Quality Indicators (PQIs).
Proceedings of the 6th International Conference on Geographical Information Systems Theory, 2020

The Use of Artificial Intelligence for Clinical Coding Automation: A Bibliometric Analysis.
Proceedings of the Distributed Computing and Artificial Intelligence, 2020

2019
Ambient Assisted Living - A Bibliometric Analysis.
Proceedings of the New Knowledge in Information Systems and Technologies, 2019

Problems and Barriers in the Transition to ICD-10-CM/PCS: A Qualitative Study of Medical Coders' Perceptions.
Proceedings of the New Knowledge in Information Systems and Technologies - Volume 3, 2019

Toward the Measure of Credibility of Hospital Administrative Datasets in the Context of DRG Classification.
Proceedings of the Quality of Information and Communications Technology, 2019

Using Mental Health Indicators to Improve Health Care Management: A Web-based Approach.
Proceedings of the Health Informatics Vision: From Data via Information to Knowledge, 2019

Quality Indicators for Mental Health in Primary Care - A Comparison Between Literature Review Methods.
Proceedings of the Health Informatics Vision: From Data via Information to Knowledge, 2019

2018
Frequency and Impact of Adverse Events in Inpatients: A Nationwide Analysis of Episodes between 2000 and 2015.
J. Medical Syst., 2018

Differences Between Urgent and Non Urgent Patients in the Paediatric Emergency Department: A 240, 000 Visits' Analysis.
Proceedings of the Trends and Advances in Information Systems and Technologies, 2018

Miscoding Alerts Within Hospital Datasets: An Unsupervised Machine Learning Approach.
Proceedings of the Trends and Advances in Information Systems and Technologies, 2018

The Importance of Data Quality and Context Information in Indicator Production: Proof of Concept in a Metropolitan Paediatric Emergency Department.
Proceedings of the Building Continents of Knowledge in Oceans of Data: The Future of Co-Created eHealth, 2018

2017
Remote Sensing in Human Health: A 10-Year Bibliometric Analysis.
Remote. Sens., 2017

Detection of Adverse Events Through Hospital Administrative Data.
Proceedings of the Recent Advances in Information Systems and Technologies, 2017

Comparing Comorbidity Adjustment Scores for Predicting in-Hospital Mortality Using Administrative Data.
Proceedings of the Recent Advances in Information Systems and Technologies, 2017

GIS Open Source Application as a Support to a Hospital Morbidity Database - Hospital GIS.
Proceedings of the GISTAM 2017, 2017

Forecasting Asthma Hospital Admissions from Remotely Sensed Environmental Data.
Proceedings of the GISTAM 2017, 2017

2016
Applying Data Mining Techniques to Improve Breast Cancer Diagnosis.
J. Medical Syst., 2016

Comorbidity Coding Trends in Hospital Administrative Databases.
Proceedings of the New Advances in Information Systems and Technologies, 2016

A case study on assessing the organizational maturity of data management, data quality management and data governance by means of MAMD.
Proceedings of the 21st International Conference on Information Quality, 2016

2015
Using Data Mining Techniques to Support Breast Cancer Diagnosis.
Proceedings of the New Contributions in Information Systems and Technologies, 2015

2013
Analysis of the quality of hospital information systems audit trails.
BMC Medical Informatics Decis. Mak., 2013

A process mining analysis on a Virtual Electronic Patient Record system.
Proceedings of the 26th IEEE International Symposium on Computer-Based Medical Systems, 2013

Savecare - EHR HIV/AIDS System - Development of a Prototype for Data Analisis and Collection.
Proceedings of the HEALTHINF 2013, 2013

Development and Implementation of an openEHR Archetype for HIV/AIDS Diagnosis.
Proceedings of the HEALTHINF 2013, 2013

2012
Applying data mining techniques to improve diagnosis in neonatal jaundice.
BMC Medical Informatics Decis. Mak., 2012

HC+: Towards a Framework for Improving Processes in Health Organizations by Means of Security and Data Quality Management.
J. Univers. Comput. Sci., 2012

Quality of Data from Central and Departmental Inpatient Databases - A Comparative Study.
Proceedings of the HEALTHINF 2012 - Proceedings of the International Conference on Health Informatics, Vilamoura, Algarve, Portugal, 1, 2012

Design of a Prototype for Performing Hospital Benchmarking - Production and Management of Hospital Quality Indicators.
Proceedings of the HEALTHINF 2012 - Proceedings of the International Conference on Health Informatics, Vilamoura, Algarve, Portugal, 1, 2012

Detection of Inconsistencies in Hospital Data Coding.
Proceedings of the HEALTHINF 2012 - Proceedings of the International Conference on Health Informatics, Vilamoura, Algarve, Portugal, 1, 2012

Geographic Information Systems Applied to Patient Distribution for Family Health Teams in Primary Health Care.
Proceedings of the HEALTHINF 2012 - Proceedings of the International Conference on Health Informatics, Vilamoura, Algarve, Portugal, 1, 2012

2011
Building cost-sensitive decision trees for medical applications.
AI Commun., 2011

A Framework for the Production and Analysis of Hospital Quality Indicators.
Proceedings of the Information Technology in Bio- and Medical Informatics, 2011

A Systematic Review of Outliers Detection Techniques in Medical Data - Preliminary Study.
Proceedings of the HEALTHINF 2011, 2011

2010
Learning Cost-Sensitive Decision Trees to Support Medical Diagnosis.
Proceedings of the Complex Data Warehousing and Knowledge Discovery for Advanced Retrieval Development, 2010

2007
Cost-Sensitive Decision Trees Applied to Medical Data.
Proceedings of the Data Warehousing and Knowledge Discovery, 9th International Conference, 2007


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