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Daniela Ferreira-Santos
Daniela Ferreira-Santos
Junior Researcher, Faculty of Medicine of the University of Porto, Portugal
Dirección de correo verificada de med.up.pt
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Identifying common baseline clinical features of COVID-19: a scoping review
D Ferreira-Santos, P Maranhao, M Monteiro-Soares
BMJ open 10 (9), e041079, 2020
322020
Causality assessment of adverse drug reaction reports using an expert-defined Bayesian network
PP Rodrigues, D Ferreira-Santos, A Silva, J Polónia, I Ribeiro-Vaz
Artificial intelligence in medicine 91, 12-22, 2018
302018
Phenotyping obstructive sleep apnea patients: a first approach to cluster visualization
D Ferreira-Santos, P Pereira Rodrigues
Stud Health Technol Inform 255 (255), 75-79, 2018
132018
Impact of imputing missing data in Bayesian network structure learning for obstructive sleep apnea diagnosis
D Ferreira-Santos, M Monteiro-Soares, PP Rodrigues
Building Continents of Knowledge in Oceans of Data: The Future of Co-Created …, 2018
92018
Enabling early obstructive sleep apnea diagnosis with machine learning: systematic review
D Ferreira-Santos, P Amorim, T Silva Martins, M Monteiro-Soares, ...
Journal of Medical Internet Research 24 (9), e39452, 2022
82022
Obstructive sleep apnea diagnosis: the Bayesian network model revisited
PP Rodrigues, DF Santos, L Leite
2015 IEEE 28th International Symposium on Computer-Based Medical Systems …, 2015
82015
Obstructive sleep apnea: a categorical cluster analysis and visualization
D Ferreira-Santos, PP Rodrigues
Pulmonology 29 (3), 207-213, 2023
72023
A clinical risk matrix for obstructive sleep apnea using Bayesian network approaches
D Ferreira-Santos, PP Rodrigues
International Journal of Data Science and Analytics 8 (4), 339-349, 2019
62019
Improving diagnosis in Obstructive Sleep Apnea with clinical data: a Bayesian network approach
D Ferreira-Santos, PP Rodrigues
2017 IEEE 30th International Symposium on Computer-Based Medical Systems …, 2017
42017
The Role of Novel Digital Clinical Tools in the Screening or Diagnosis of Obstructive Sleep Apnea: Systematic Review
M Duarte, P Pereira-Rodrigues, D Ferreira-Santos
Journal of Medical Internet Research 25, e47735, 2023
32023
Implementing guidelines for causality assessment of adverse drug reaction reports: A bayesian network approach
PP Rodrigues, D Ferreira-Santos, A Silva, J Polónia, I Ribeiro-Vaz
Artificial Intelligence in Medicine: 16th Conference on Artificial …, 2017
32017
Enhancing obstructive sleep apnea diagnosis with screening through disease phenotypes: Algorithm development and validation
D Ferreira-Santos, PP Rodrigues
JMIR Medical Informatics 9 (6), e25124, 2021
22021
Identifying baseline clinical features of people with COVID-19
D Ferreira-Santos, P Maranhão, M Monteiro-Soares
medRxiv, 2020.05. 13.20100271, 2020
12020
Finding groups in Obstructive Sleep Apnea patients: a categorical cluster analysis
D Ferreira-Santos, PP Rodrigues
2018 IEEE 31st International Symposium on Computer-Based Medical Systems …, 2018
12018
The role of novel clinical digital tools in the screening or diagnosis of Obstructive Sleep Apnea–A systematic review
M Duarte, PP Rodrigues, D Ferreira-Santos
2023
The Association Between Comorbidities and Prescribed Drugs in Patients With Suspected Obstructive Sleep Apnea: Inductive Rule Learning Approach
D Ferreira-Santos, P Pereira Rodrigues
Journal of Medical Internet Research 25, e39103, 2023
2023
Prospective validation of a Bayesian network model in the diagnosis of Obstructive Sleep Apnea: preliminary results
P Amorim, D Ferreira-Santos, M Drummond, PP Rodrigues
European Respiratory Journal 56 (suppl 64), 2020
2020
Identifying baseline clinical features of people with COVID-19 (preprint)
D Ferreira-Santos, P Maranhao, M Monteiro-Soares
2020
Correction to: A clinical risk matrix for obstructive sleep apnea using Bayesian network approaches
D Ferreira-Santos, PP Rodrigues
International Journal of Data Science and Analytics 8, 351-351, 2019
2019
Subject-based association networks for clustering analysis and phenotyping of pediatric sleep apnea
JG Pilar, D Ferreira-Santos, P Pereira-Rodrigues, D Gozal, RH Sánchez, ...
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