R
Rodolfo Stoffel Antunes
Researcher at Universidade do Vale do Rio dos Sinos
Publications - 44
Citations - 429
Rodolfo Stoffel Antunes is an academic researcher from Universidade do Vale do Rio dos Sinos. The author has contributed to research in topics: Computer science & Context (archaeology). The author has an hindex of 7, co-authored 33 publications receiving 149 citations. Previous affiliations of Rodolfo Stoffel Antunes include University of Rio Grande & Universidade Federal do Rio Grande do Sul.
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Journal ArticleDOI
Federated Learning for Healthcare: Systematic Review and Architecture Proposal
Rodolfo Stoffel Antunes,Cristiano André da Costa,Arne Küderle,Imrana Abdullahi Yari,Bjoern M. Eskofier +4 more
TL;DR: A systematic literature review on current research about federated learning in the context of EHR data for healthcare applications and discusses a general architecture for FL applied to healthcare data based on the main insights obtained from the literature review.
Journal ArticleDOI
Conversational agents in business: A systematic literature review and future research directions
Rodrigo Simon Bavaresco,Diórgenes Eugênio da Silveira,Eduardo Souza dos Reis,Jorge Luis Victória Barbosa,Rodrigo da Rosa Righi,Cristiano André da Costa,Rodolfo Stoffel Antunes,Márcio Miguel Gomes,Clauter Gatti,Mariangela Vanzin,Saint Clair Junior,Elton Silva,Carlos Moreira +12 more
TL;DR: A systematic literature review that encompasses business perspectives such as domains, goals, and challenges, and computational methods for self-learning, personalization, and response generation of conversational agents looks through the use of machine learning to improve the field of business.
First and second COVID-19 waves in Brazil: A cross-sectional study of patients' characteristics related to hospitalization and in-hospital mortality.
Felipe André Zeiser,Bruna Donida,Cristiano André da Costa,Gabriel de Oliveira Ramos,Juliana Nichterwitz Scherer,Nêmora Tregnago Barcellos,Ana Paula Alegretti,Maria Letícia Rodrigues Ikeda,Ana Paula Wernz C. Müller,Henrique C. Bohn,Ismael Santos,Luiza Boni,Rodolfo Stoffel Antunes,Rodrigo da Rosa Righi,Sandro Rigo +14 more
TL;DR: In this article, the authors analyzed the in-hospital mortality concerning socio-epidemiological characteristics of patients and the health system of all states during the first and second waves of COVID-19.
Journal ArticleDOI
A Survey of Sensors in Healthcare Workflow Monitoring
Rodolfo Stoffel Antunes,Lucas Adams Seewald,Vinicius Facco Rodrigues,Cristiano André da Costa,Luiz Gonzaga,Rodrigo da Rosa Righi,Andreas Maier,Björn M. Eskofier,Malte Ollenschläger,Farzad Naderi,Rebecca Fahrig,Sebastian Bauer,Sigrun Klein,Gelson Campanatti +13 more
TL;DR: This study aims to fill the gap regarding the analysis of monitoring technologies with a systematic literature review about sensors for capturing the workflow of healthcare environments with a taxonomy to classify work regarding sensing technologies and methods.
Journal ArticleDOI
Fog computing in health: A systematic literature review
Humberto Jorge de Moura Costa,Cristiano André da Costa,Rodrigo da Rosa Righi,Rodolfo Stoffel Antunes +3 more
TL;DR: A systematic literature review of fog computing being applied to healthcare area and proposes a taxonomy to explore the open issues and most important challenges on these fields of study, finding out challenges and open questions of this area.