Orcid Publications

José Machado

José Machado

Jose Machado is Full Professor of the Department of Informatics, School of Engineering, University of Minho. He is at the…

ORCID iD 0000-0003-4121-6169
← Ver todas as publicações
2024

Transforming Sales in Healthcare: The Impact of Augmented Reality and Spatial Computing on the Medical Equipment Industry

Lately, there has been a surge of interest in spatial computing, which combines AR, VR and other technologies, especially in the health industry. While a lot has been done on its applications in such clinical aspects as surgeries and patient experience enhancement, there is less info on its application in medical equipment marketing in hospitals. This paper presents the current trends and practices in the use of networks of immersive technology in marketing medical devices. Besides surveying the secondary literature, the present investigation examines three case studies in this sector. Nowadays, most applications are not focused on promoting medical devices, making it easy to achieve innovation in this field mainly by utilising immersive technology, which has been developed for other industries.

Procedia Computer Science
Carlos Alves, José Luís Reis, José Machado
2023

Data Platforms for Real-time Insights in Healthcare: Systematic Review

The ever-growing usage and popularity of Internet of Things devices, coupled with Big Data technologies and machine learning algorithms, have allowed for data engineers to explore new opportunities in healthcare and continuous care. Furthermore, there is a need to reduce the gap on time from when information is created to when actions and insights can be offered. However, a challenge in implementing a large-scale data processing architecture is deciding which tools are appropriate, and how to apply them in the best way possible. For example, streaming systems are now mature enough that hospitals worldwide can use their extremely large datasets, along with data producers, to predict and influence future events. Thus, the main objective of this systematic review is to identify the state-of-the-art in data platforms on healthcare that allow the creation of metrics and actions in real-time. The PRISMA guideline for reporting systematic reviews was implemented to deliver a transparent and consistent report, validating the technological advances in a critical sector. Multiple pertinent articles and papers were retrieved from the SCOPUS abstract and citation database on May 13, 2022, using several relevant keywords to identify potentially relevant documents published from January 2020 onward. These documents must have already been published in English and been already published, and accessible through the B-ON consortium that allows Portuguese students to legally download from most publishers. Over seven studies have been selected for deeper discussion based on their relevance and impact for this review, showcasing their main objectives, data sources, and tools used, as well as their approaches for interoperability and support of machine learning algorithms for decision support. In closing, the collected articles have shown that while Big Data is currently in use at health institutions of all sizes, the ability of processing large amounts of data from sensors and events, and notifying stakeholders as quickly as possible is still in its infancy.

Procedia Computer Science
Rui Miranda, Carlos Alves, António Abelha, José Machado
Visão Geral

Este site utiliza cookies para que possamos oferecer a melhor experiência de utilizador possível. As informações dos cookies são armazenadas no seu navegador e desempenham funções como reconhecê-lo quando você retorna a este site no sentido de ajudar a compreender quais as seções do site considera mais interessantes e úteis.

Pode consultar as páginas de Termos e Condições, a Política de Privacidade e a Política de Cookies deste site para obter mais informações sobre a forma de como tratamos e armazenamos os seus dados.