Get started
Author

Daniela Ferreira‐Santos

Observed names: D. Ferreira-Santos, Daniela Ferreira Santos, Daniela Ferreira-Santos, Daniela Santos, Ferreira-Santos Daniela, Ferreira-Santos, Daniela
ORCID: 0000-0002-0390-9944
Observed ORCID: 0000-0002-0390-9944
OpenAlex ID: A5055767518
Enabling Early Obstructive Sleep Apnea Diagnosis With Machine Learning: Systematic Review
2022 · Daniela Ferreira-Santos, Pedro Amorim, et al. · Journal of Medical Internet Research · 76
PDF
The Role of Novel Digital Clinical Tools in the Screening or Diagnosis of Obstructive Sleep Apnea: Systematic Review
2023 · Miguel Duarte, Pedro Pereira-Rodrigues, et al. · Journal of Medical Internet Research · 32
PDF
Causality assessment of adverse drug reaction reports using an expert-defined Bayesian network
2018 · Pedro Pereira Rodrigues, Daniela Ferreira-Santos, et al. · Artificial Intelligence in Medicine · 31
PDF
Identifying common baseline clinical features of COVID-19: a scoping review
2020 · D. Ferreira-Santos, P. Maranhão, et al. · BMJ Open · 26
PDF
Obstructive sleep apnea: A categorical cluster analysis and visualization
2021 · D. Ferreira-Santos, P. Pereira Rodrigues · Pulmonology · 23
PDF
Phenotyping Obstructive Sleep Apnea Patients: A First Approach to Cluster Visualization
2018 · Ferreira-Santos Daniela, Pereira Rodrigues Pedro · Studies in health technology and informatics · 15
A comparative analysis of unsupervised machine‐learning methods in PSG ‐related phenotyping
2024 · Mohammadreza Ghorvei, Tuomas Karhu, et al. · Journal of Sleep Research · 14
PDF
A clinical risk matrix for obstructive sleep apnea using Bayesian network approaches
2018 · Daniela Ferreira-Santos, Pedro Pereira Rodrigues · International Journal of Data Science and Analytics · 10
PDF
Unsupervised machine learning in sleep research: a scoping review
2025 · Luka Biedebach, Daniela Ferreira-Santos, et al. · SLEEP · 9
PDF
Obstructive Sleep Apnea Diagnosis: The Bayesian Network Model Revisited
2015 · Pedro Pereira Rodrigues, Daniela Ferreira Santos, et al. · Proceedings - IEEE Symposium on Computer-Based Medical Systems · 8
PDF
Enhancing Obstructive Sleep Apnea Diagnosis With Screening Through Disease Phenotypes: Algorithm Development and Validation
2021 · Daniela Ferreira-Santos, Pedro Pereira Rodrigues · JMIR Medical Informatics · 7
PDF
Impact of Imputing Missing Data in Bayesian Network Structure Learning for Obstructive Sleep Apnea Diagnosis
2018 · Ferreira-Santos Daniela, Monteiro-Soares Matilde, et al. · Studies in health technology and informatics · 7
Prospective Validation and Usability Evaluation of a Mobile Diagnostic App for Obstructive Sleep Apnea
2024 · Pedro Amorim, Daniela Ferreira-Santos, et al. · Diagnostics · 6
Implementing Guidelines for Causality Assessment of Adverse Drug Reaction Reports: A Bayesian Network Approach
2017 · Pedro Pereira Rodrigues, Daniela Ferreira-Santos, et al. · Lecture notes in computer science · 6
The Utility of Annual Reassessment of the International Working Group on the Diabetic Foot Diabetes-Related Foot Ulcer Risk Classification in the Primary Care Setting—A Cohort Study
2024 · Matilde Monteiro-Soares, José Dores, et al. · Diabetology · 4
Improving Diagnosis in Obstructive Sleep Apnea with Clinical Data: A Bayesian Network Approach
2017 · Daniela Ferreira-Santos, Pedro Pereira Rodrigues · Proceedings - IEEE Symposium on Computer-Based Medical Systems · 4
A subject-based association network defines new pediatric sleep apnea phenotypes with different odds of recovery after treatment
2025 · Gonzalo C. Gutiérrez-Tobal, Javier Gomez-Pilar, et al. · Computer Methods and Programs in Biomedicine · 3
Finding Groups in Obstructive Sleep Apnea Patients: A Categorical Cluster Analysis
2018 · Daniela Ferreira-Santos, Pedro Pereira Rodrigues · Proceedings - IEEE Symposium on Computer-Based Medical Systems · 3
Impact of promoting physical exercise on migraine – A video-based randomized clinical trial
2025 · Mariana Gomes, Beatriz Barreto, et al. · Journal of Clinical Neuroscience · 2
Phenotypic Characterization of Sleep Apnea Using Clusters Derived from Subject-Based SpO 2 Weighted Correlation Networks
2025 · J. Gomez-Pilar, A. Martín-Montero, et al. · Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) · 1
PDF
Cool Solutions in Hot Times: The Case for Digital Health in Heatwave Action Plans
2025 · Maria Daniel Loureiro, Neil Jennings, et al. · Online Journal of Public Health Informatics · 1
Multimodal Phenotyping of Sleep Apnea: Integrating SpO2 and HRV Through Subject-Based Correlation Networks
2026 · J. Gomez-Pilar, A. Martín-Montero, et al. · World Congress on Medical Physics and Biomedical Engineering, September 7 - 12, 2009, Munich, Germany
Sleep disorders and risk of female infertility: a systematic review
2026 · Joana Bastos, Daniela Ferreira-Santos · European Respiratory Journal
Glaucoma Risk in Obstructive Sleep Apnea: The Role of Positive Airway Pressure Adherence
2026 · Ana Rita Dos Santos Martins, Ana Rita Batista, et al. · European Respiratory Journal
Synthetic CT Imaging for Lung Cancer Using Generative AI
2026 · Martins, Diogo, Sousa, Pedro, et al. · Zenodo (CERN European Organization for Nuclear Research)
Works count: 43
Citation count: 288
H-index: 9
I10-index: 8
Year
Topic
Type