Alpha 2.0
Login Register
» Authors » Fernando Timoteo Fernandes

Fernando Timoteo Fernandes

Explore the profile of Fernando Timoteo Fernandes including associated specialties, affiliations and a list of published articles. Areas
Snapshot
Articles 7
Citations 48
Followers 0
Related Specialties
Public Health
Science
Environmental Health
Top 10 Co-Authors
Alexandre Dias Porto Chiavegatto Filho
Felipe Campos
Eduardo Algranti
Leonardo Salvi
Cezar Akiyoshi Saito
Carolina Mensi
Marco Antonio Bussacos
Franciana Cavalcante
Dario Consonni
Roberta Moreira Wichmann
Published In
Sci Rep
Int J Environ Res Public Health
Rev Bras Epidemiol
PLOS Digit Health
Rev Saude Publica
Affiliations
Soon will be listed here.
Recent Articles
1.
Multicenter comparative analysis of local and aggregated data training strategies in COVID-19 outcome prediction with Machine learning
Savalli C, Wichmann R, Filho F, Fernandes F, Porto Chiavegatto Filho A
PLOS Digit Health . 2024 Dec; 3(12):e0000699. PMID: 39723970
Machine learning (ML) is a promising tool in assisting clinical decision-making for improving diagnosis and prognosis, especially in developing regions. It is often used with large samples, aggregating data from...
2.
Improving the performance of machine learning algorithms for health outcomes predictions in multicentric cohorts
Wichmann R, Fernandes F, Porto Chiavegatto Filho A
Sci Rep . 2023 Jan; 13(1):1022. PMID: 36658181
Machine learning algorithms are being increasingly used in healthcare settings but their generalizability between different regions is still unknown. This study aims to identify the strategy that maximizes the predictive...
3.
Correction: Saito et al. Sex-Specific Mortality from Asbestos-Related Diseases, Lung and Ovarian Cancer in Municipalities with High Asbestos Consumption, Brazil, 2000-2017. 2022, , 3656
Saito C, Bussacos M, Salvi L, Mensi C, Consonni D, Fernandes F, et al.
Int J Environ Res Public Health . 2022 Jun; 19(11). PMID: 35682539
In the original publication [...].
4.
Sex-Specific Mortality from Asbestos-Related Diseases, Lung and Ovarian Cancer in Municipalities with High Asbestos Consumption, Brazil, 2000-2017
Saito C, Bussacos M, Salvi L, Mensi C, Consonni D, Fernandes F, et al.
Int J Environ Res Public Health . 2022 Mar; 19(6). PMID: 35329341
The aim of this study is to compare the mortality rates for typical asbestos-related diseases (ARD-T: mesothelioma, asbestosis, and pleural plaques) and for lung and ovarian cancer in Brazilian municipalities...
5.
Prediction of absenteeism in public schools teachers with machine learning
Fernandes F, Porto Chiavegatto Filho A
Rev Saude Publica . 2021 Jun; 55:23. PMID: 34133618
Objective: To predict the risk of absence from work due to morbidities of teachers working in early childhood education in the municipal public schools, using machine learning algorithms. Methods: This...
6.
Recovering records on cancer of the larynx from anonymous health information databases
Fernandes F, Mendonca E Silva D, Campos F, Santana V, Cuani L, Curado M, et al.
Rev Bras Epidemiol . 2021 Apr; 24:e210011. PMID: 33825773
Objective: To develop a linkage algorithm to match anonymous death records of cancer of the larynx (ICD-10 C32X), retrieved from the Mortality Information System (SIM) and the Hospital Information System...
7.
A multipurpose machine learning approach to predict COVID-19 negative prognosis in São Paulo, Brazil
Fernandes F, Oliveira T, Teixeira C, Batista A, Dalla Costa G, Porto Chiavegatto Filho A
Sci Rep . 2021 Feb; 11(1):3343. PMID: 33558602
The new coronavirus disease (COVID-19) is a challenge for clinical decision-making and the effective allocation of healthcare resources. An accurate prognostic assessment is necessary to improve survival of patients, especially...