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Daniela Ferreira Santos
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2020 – today
- 2026
[j4]Gonzalo C. Gutiérrez-Tobal
, Javier Gomez-Pilar
, Daniela Ferreira Santos
, Pedro Pereira Rodrigues
, Daniel Álvarez
, Félix del Campo, David Gozal
, Roberto Hornero
:
A subject-based association network defines new pediatric sleep apnea phenotypes with different odds of recovery after treatment. Comput. Methods Programs Biomed. 275: 109209 (2026)- 2025
[c7]Ana M. Freire
, Eduardo M. Rodrigues
, Joana Sousa
, Margarida Gouveia
, Daniela Ferreira Santos
, Tânia Pereira
, Hélder P. Oliveira
, Pedro Sousa
, Ana Catarina Silva
, Maria Sofia Fernandes
, Venceslau Hespanhol
, Jorge Araújo:
Clinical Annotation and Medical Image Anonymization for AI Model Training in Lung Cancer Detection. HCI (15) 2025: 309-325
2010 – 2019
- 2019
[j3]Daniela Ferreira Santos
, Pedro Pereira Rodrigues
:
A clinical risk matrix for obstructive sleep apnea using Bayesian network approaches. Int. J. Data Sci. Anal. 8(4): 339-349 (2019)
[j2]Daniela Ferreira Santos
, Pedro Pereira Rodrigues
:
Correction to: A clinical risk matrix for obstructive sleep apnea using Bayesian network approaches. Int. J. Data Sci. Anal. 8(4): 351 (2019)- 2018
[j1]Pedro Pereira Rodrigues
, Daniela Ferreira Santos
, Ana Silva, Jorge Polónia
, Inês Ribeiro-Vaz
:
Causality assessment of adverse drug reaction reports using an expert-defined Bayesian network. Artif. Intell. Medicine 91: 12-22 (2018)
[c6]Daniela Ferreira Santos
, Pedro Pereira Rodrigues
:
Finding Groups in Obstructive Sleep Apnea Patients: A Categorical Cluster Analysis. CBMS 2018: 387-392
[c5]Daniela Ferreira Santos
, Pedro Pereira Rodrigues
:
Phenotyping Obstructive Sleep Apnea Patients: A First Approach to Cluster Visualization. EFMI-STC 2018: 75-79
[c4]Daniela Ferreira Santos
, Matilde Monteiro-Soares
, Pedro Pereira Rodrigues
:
Impact of Imputing Missing Data in Bayesian Network Structure Learning for Obstructive Sleep Apnea Diagnosis. MIE 2018: 126-130- 2017
[c3]Pedro Pereira Rodrigues
, Daniela Ferreira Santos
, Ana Silva, Jorge Polónia, Inês Ribeiro-Vaz
:
Implementing Guidelines for Causality Assessment of Adverse Drug Reaction Reports: A Bayesian Network Approach. AIME 2017: 55-64
[c2]Daniela Ferreira Santos
, Pedro Pereira Rodrigues
:
Improving Diagnosis in Obstructive Sleep Apnea with Clinical Data: A Bayesian Network Approach. CBMS 2017: 612-617- 2015
[c1]Pedro Pereira Rodrigues
, Daniela Ferreira Santos
, Liliana Leite
:
Obstructive Sleep Apnea Diagnosis: The Bayesian Network Model Revisited. CBMS 2015: 115-120
Coauthor Index

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