C
Clarisse Lins de Lima
Researcher at Universidade de Pernambuco
Publications - 20
Citations - 85
Clarisse Lins de Lima is an academic researcher from Universidade de Pernambuco. The author has contributed to research in topics: Computer science & Public health. The author has an hindex of 3, co-authored 15 publications receiving 25 citations. Previous affiliations of Clarisse Lins de Lima include Federal University of Pernambuco.
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Covid-19 rapid test by combining a random forest based web system and blood tests
Valter Augusto de Freitas Barbosa,Juliana Carneiro Gomes,Maíra Araújo de Santana,Clarisse Lins de Lima,Raquel Bezerra Calado,Claudio Roberto Bertoldo Junior,Jeniffer Emidio de Almeida Albuquerque,Rodrigo Gomes de Souza,Ricardo Juarez Escorel de Araujo,Ricardo Emmanuel de Souza,Wellington Pinheiro dos Santos +10 more
TL;DR: A web system to support decision-making regarding to diagnosis of Covid-19 and to the indication of hospitalization on regular ward, semi-ICU or ICU, based on decision trees in a Random Forest architecture with 90 trees, showed to be highly efficient, with great results for both Covd-19 diagnosis and to recommend hospitalization.
Journal ArticleDOI
Covid-19 Dynamic Monitoring and Real-Time Spatio-Temporal Forecasting.
Cecilia Cordeiro da Silva,Clarisse Lins de Lima,Ana Clara Gomes da Silva,Eduardo Luiz Silva,Gabriel Souza Marques,Lucas Job Brito de Araújo,Luiz Antônio Albuquerque Júnior,Samuel Barbosa Jatobá de Souza,Maíra Araújo de Santana,Juliana Carneiro Gomes,Valter Augusto de Freitas Barbosa,Anwar Musah,Patty Kostkova,Wellington Pinheiro dos Santos,Abel Guilhermino da Silva Filho +14 more
TL;DR: In this paper, the authors proposed a tool for real-time spatio-temporal analysis using a machine learning approach to predict the distribution of cases and deaths in Brazil and in each federative unit.
Journal ArticleDOI
COVID-SGIS: A Smart Tool for Dynamic Monitoring and Temporal Forecasting of Covid-19.
Clarisse Lins de Lima,Cecilia Cordeiro da Silva,Ana Clara Gomes da Silva,Eduardo Luiz Silva,Gabriel Souza Marques,Lucas Job Brito de Araújo,Luiz Antônio Albuquerque Júnior,Samuel Barbosa Jatobá de Souza,Maíra Araújo de Santana,Juliana Carneiro Gomes,Valter Augusto de Freitas Barbosa,Anwar Musah,Patty Kostkova,Wellington Pinheiro dos Santos,Abel Guilhermino da Silva Filho +14 more
TL;DR: A novel system for real-time forecast of the cumulative cases of Covid-19 in Brazil is proposed and may be used to guide social policies and plan direct interventions in a cost-effective, concise, and robust manner.
Journal ArticleDOI
Covid-19 rapid test by combining a Random Forest-based web system and blood tests.
Valter Augusto de Freitas Barbosa,Juliana Carneiro Gomes,Maíra Araújo de Santana,Clarisse Lins de Lima,Raquel Bezerra Calado,Claudio Roberto Bertoldo Junior,Jeniffer Emidio de Almeida Albuquerque,Rodrigo Gomes de Souza,Ricardo Juarez Escorel de Araujo,Luiz Alberto Reis Mattos Junior,Ricardo Emmanuel de Souza,Wellington Pinheiro dos Santos +11 more
TL;DR: The disease caused by the new type of coronavirus, Covid-19, has posed major public health challenges for many countries as discussed by the authors, since the beginning of the outbreak in December 2019.
Journal ArticleDOI
A review exploring the overarching burden of Zika virus with emphasis on epidemiological case studies from Brazil.
Merve Tunali,Alexandro André Radin,Selma Basibuyuk,Anwar Musah,Iuri Valerio Graciano Borges,Orhan Yenigun,Orhan Yenigun,Aisha Aldosery,Patty Kostkova,Wellington Pinheiro dos Santos,Tiago Massoni,Lívia Márcia Mosso Dutra,Giselle Machado Magalhães Moreno,Clarisse Lins de Lima,Ana Clara Gomes da Silva,Tércio Ambrizzi,Rosmeri Porfírio da Rocha,Kate E. Jones,Luiza C. Campos +18 more
TL;DR: In this article, the main factors for mosquito-borne transmission of the Zika virus by focusing on environmental, anthropogenic, and social risks were explored, and short-, mid-, and long-term preventative solutions together with future perspectives were presented.