Júlio Souza

According to our database, Júlio Souza authored at least 18 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Multi-class Model to Predict Pain on Lower Limb Intermittent Claudication Patients.

Rafael Martins, Luís Conceição, Gustavo Corrente, William Xavier, Júlio Souza, Alberto Freitas, Goreti Marreiros

Proceedings of the Good Practices and New Perspectives in Information Systems and Technologies, 2024

2023

A Remote Monitoring Platform for the Management of Lower Limb Vascular Diseases.

Júlio Souza, Ana Vieira, Luís Conceição, Rafael Martins, Daniel Rodrigues, Gustavo Corrente, William Xavier, Sérgio Sampaio, Goreti Marreiros, Alberto Freitas

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.

Rita Rb-Silva, Xavier Ribeiro, Francisca Almeida, Carolina Ameijeiras-Rodriguez, Júlio Souza, Luís Conceição, Tiago Taveira-Gomes, Goreti Marreiros, Alberto Freitas

Proceedings of the Caring is Sharing - Exploiting the Value in Data for Health and Innovation - Proceedings of MIE 2023, Gothenburg, Sweden, 22, 2023

Use of Decentralized-Learning Methods Applied to Healthcare: A Bibliometric Analysis.

Carolina Ameijeiras-Rodriguez, Rita Rb-Silva, José Miguel Diniz, Júlio Souza, Alberto Freitas

Proceedings of the Computational Science - ICCS 2023, 2023

2022

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

João Vasco Santos, João Viana, Carla Pinto, Júlio Souza, Fernando Lopes, Alberto Freitas, Sílvia Lopes

J. Medical Syst., 2022

Multisource and temporal variability in Portuguese hospital administrative datasets: Data quality implications.

Júlio Souza, Ismael Caballero, João Vasco Santos, Mariana Lobo, Andreia Pinto, João Viana, Carlos Sáez, Fernando Lopes, Alberto Freitas

J. Biomed. Informatics, 2022

Requirement Specification for a Remote Monitoring System to Support the Management of Vascular Diseases.

Sara Escadas, Júlio Souza, Ana Vieira, Luís Conceição, Sérgio Sampaio, Alberto Freitas

Proceedings of the Information Systems and Technologies, 2022

Towards a Process Reference Model for Clinical Coding.

Ismael Caballero, Júlio Souza, Fernando Lopes, João Vasco Santos, Alberto Freitas

Proceedings of the Quality of Information and Communications Technology, 2022

Smart Wearable Systems for the Remote Monitoring of Venous and Diabetic Foot Ulcers: State of the Art.

Júlio Souza, Sara Escadas, Daniel Rodrigues, Alberto Freitas

Proceedings of the Ambient Intelligence - Software and Applications, 2022

2021

Analysis of root causes of problems affecting the quality of hospital administrative data: A systematic review and Ishikawa diagram.

Roberto Carvalho, Mariana Lobo, Mariana Oliveira, Ana Raquel Oliveira, Fernando Lopes, Júlio Souza, André Ramalho, João Viana, Vera Alonso, Ismael Caballero, João Vasco Santos, Alberto Freitas

Int. J. Medical Informatics, 2021

Measuring Variability in Acute Myocardial Infarction Coding Using a Statistical Process Control and Probabilistic Temporal Data Quality Control Approaches.

Júlio Souza, Ismael Caballero, João Vasco Santos, M. F. Lobo, Andreia Pinto, João Viana, Carlos Sáez, Alberto Freitas

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.

Ana Vieira, João Carneiro, Luís Conceição, Constantino Martins, Júlio Souza, Alberto Freitas, Goreti Marreiros

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.

Júlio Souza, Diana Pimenta, Ismael Caballero, Alberto Freitas

Softw. Qual. J., 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.

M. F. Lobo, Mariana Oliveira, Ana Raquel Oliveira, João Vasco Santos, Vera Alonso, Fernando Lopes, André Ramalho, Júlio Souza, João Viana, Ismael Caballero, Alberto Freitas

Proceedings of the Trends and Innovations in Information Systems and Technologies, 2020

The Use of Artificial Intelligence for Clinical Coding Automation: A Bibliometric Analysis.

André Ramalho, Júlio Souza, Alberto Freitas

Proceedings of the Distributed Computing and Artificial Intelligence, 2020

2019

Toward the Measure of Credibility of Hospital Administrative Datasets in the Context of DRG Classification.

Diana Pimenta, Júlio Souza, Ismael Caballero, Alberto Freitas

Proceedings of the Quality of Information and Communications Technology, 2019

2018

Miscoding Alerts Within Hospital Datasets: An Unsupervised Machine Learning Approach.

Júlio Souza, João Vasco Santos, Fernando Lopes, João Viana, Alberto Freitas

Proceedings of the Trends and Advances in Information Systems and Technologies, 2018

2017

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

João Viana, João Vasco Santos, Rui Neiva, Júlio Souza, Lia Duarte, Ana Cláudia Teodoro, Alberto Freitas

Remote. Sens., 2017