Pedro Pereira Rodrigues
Orcid: 0000-0001-7867-6682Affiliations:
- University of Porto, Portugal
According to our database1,
Pedro Pereira Rodrigues
authored at least 86 papers
between 2004 and 2023.
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Bibliography
2023
Proceedings of the Computational Science - ICCS 2023, 2023
Proceedings of the Computational Science - ICCS 2023, 2023
2022
Partial Multiple Imputation With Variational Autoencoders: Tackling Not at Randomness in Healthcare Data.
IEEE J. Biomed. Health Informatics, 2022
Proceedings of the Challenges of Trustable AI and Added-Value on Health, 2022
2021
CMIID: A comprehensive medical information identifier for clinical search harmonization in Data Safe Havens.
J. Biomed. Informatics, 2021
Proceedings of the Discovery Science - 24th International Conference, 2021
Congenital Heart Disease Detection Using Clinical Data and Auscultation Heart Sounds: a Machine Learning Approach.
Proceedings of the Workshop on Towards Smarter Health Care: Can Artificial Intelligence Help? co-located with 20th International Conference of the Italian Association for Artificial Intelligence (AIxIA2021), 2021
2020
Reviewing Autoencoders for Missing Data Imputation: Technical Trends, Applications and Outcomes.
J. Artif. Intell. Res., 2020
VAE-BRIDGE: Variational Autoencoder Filter for Bayesian Ridge Imputation of Missing Data.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Proceedings of the 28th European Symposium on Artificial Neural Networks, 2020
Proceedings of the 13th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2020), 2020
2019
Guest Editorial Small Things and Big Data: Controversies and Challenges in Digital Healthcare.
IEEE J. Biomed. Health Informatics, 2019
Correction to: A clinical risk matrix for obstructive sleep apnea using Bayesian network approaches.
Int. J. Data Sci. Anal., 2019
A clinical risk matrix for obstructive sleep apnea using Bayesian network approaches.
Int. J. Data Sci. Anal., 2019
Proceedings of the Progress in Artificial Intelligence, 2019
Proceedings of the ICT for Health Science Research - Proceedings of the EFMI 2019 Special Topic Conference, 2019
Illegitimate HIS access by healthcare professionals: scenarios, use cases and audit trail-based detection model.
Proceedings of the CENTERIS 2019 - International Conference on ENTERprise Information Systems / ProjMAN 2019 - International Conference on Project MANagement / HCist 2019, 2019
2018
A local algorithm to approximate the global clustering of streams generated in ubiquitous sensor networks.
Int. J. Distributed Sens. Networks, 2018
Causality assessment of adverse drug reaction reports using an expert-defined Bayesian network.
Artif. Intell. Medicine, 2018
Proceedings of the Scalable Uncertainty Management - 12th International Conference, 2018
Impact of Imputing Missing Data in Bayesian Network Structure Learning for Obstructive Sleep Apnea Diagnosis.
Proceedings of the Building Continents of Knowledge in Oceans of Data: The Future of Co-Created eHealth, 2018
Proceedings of the Building Continents of Knowledge in Oceans of Data: The Future of Co-Created eHealth, 2018
Phenotyping Obstructive Sleep Apnea Patients: A First Approach to Cluster Visualization.
Proceedings of the Decision Support Systems and Education, 2018
Proceedings of the 31st IEEE International Symposium on Computer-Based Medical Systems, 2018
2017
Improving Diagnosis in Obstructive Sleep Apnea with Clinical Data: A Bayesian Network Approach.
Proceedings of the 30th IEEE International Symposium on Computer-Based Medical Systems, 2017
Proceedings of the 30th IEEE International Symposium on Computer-Based Medical Systems, 2017
Anomaly Detection Through Temporal Abstractions on Intensive Care Data: Position Paper.
Proceedings of the 30th IEEE International Symposium on Computer-Based Medical Systems, 2017
Implementing Guidelines for Causality Assessment of Adverse Drug Reaction Reports: A Bayesian Network Approach.
Proceedings of the Artificial Intelligence in Medicine, 2017
2016
Disabling and Reoperation in Patients with Crohn's Disease Subject to Early Surgery or Immunosuppression: A Bayesian Network Prognostic Model.
Proceedings of the 29th IEEE International Symposium on Computer-Based Medical Systems, 2016
2015
Probabilistic change detection and visualization methods for the assessment of temporal stability in biomedical data quality.
Data Min. Knowl. Discov., 2015
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015
Predicting Within-24h Visualisation of Hospital Clinical Reports Using Bayesian Networks.
Proceedings of the Progress in Artificial Intelligence, 2015
Proceedings of the 28th IEEE International Symposium on Computer-Based Medical Systems, 2015
Proceedings of the 28th IEEE International Symposium on Computer-Based Medical Systems, 2015
2014
WIREs Data Mining Knowl. Discov., 2014
Eng. Appl. Artif. Intell., 2014
Can We Avoid Unnecessary Polysomnographies in the Diagnosis of Obstructive Sleep Apnea? A Bayesian Network Decision Support Tool.
Proceedings of the 2014 IEEE 27th International Symposium on Computer-Based Medical Systems, 2014
Using Probabilistic Graphical Models to Enhance the Prognosis of Health-Related Quality of Life in Adult Survivors of Critical Illness.
Proceedings of the 2014 IEEE 27th International Symposium on Computer-Based Medical Systems, 2014
Need and Requirements Elicitation for Electronic Access to Patient's Medication History in the Emergency Department.
Proceedings of the 2014 IEEE 27th International Symposium on Computer-Based Medical Systems, 2014
2013
BMC Medical Informatics Decis. Mak., 2013
Log Analysis of Human Computer Interactions Regarding Break The Glass Accesses to Genetic Reports.
Proceedings of the ICEIS 2013, 2013
Proceedings of the 26th IEEE International Symposium on Computer-Based Medical Systems, 2013
An automatic clinical document importance estimator for an existing electronic patient record - Architecture and implementation.
Proceedings of the 26th IEEE International Symposium on Computer-Based Medical Systems, 2013
Predicting visualization of hospital clinical reports using survival analysis of access logs from a virtual patient record.
Proceedings of the 26th IEEE International Symposium on Computer-Based Medical Systems, 2013
Proceedings of the 26th IEEE International Symposium on Computer-Based Medical Systems, 2013
Telenursing in colorectal cancer patient follow-up and treatment assessment: A mixed methods evaluation study.
Proceedings of the 26th IEEE International Symposium on Computer-Based Medical Systems, 2013
2012
AI Commun., 2012
The Relevance of DICOM-RT in Radiotherapy Information Systems - Preliminary Results from a National Survey.
Proceedings of the HEALTHINF 2012 - Proceedings of the International Conference on Health Informatics, Vilamoura, Algarve, Portugal, 1, 2012
Compliance of Publicly Available Mammographic Databases with Established Case Selection and Annotation Requirements.
Proceedings of the HEALTHINF 2012 - Proceedings of the International Conference on Health Informatics, Vilamoura, Algarve, Portugal, 1, 2012
Applying TOC Buffer Management in Health Information Systems to Improve Hospital Performance.
Proceedings of the HEALTHINF 2012 - Proceedings of the International Conference on Health Informatics, Vilamoura, Algarve, Portugal, 1, 2012
2011
Clustering distributed sensor data streams using local processing and reduced communication.
Intell. Data Anal., 2011
Proceedings of the 2011 ACM Symposium on Applied Computing (SAC), TaiChung, Taiwan, March 21, 2011
Traceability of Patient Records Usage: Barriers and Opportunities for Improving User Interface Design and Data Management.
Proceedings of the User Centered Networked Health Care - Proceedings of MIE 2011, 2011
Correcting Streaming Predictions of an Electricity Load Forecast System Using a Prediction Reliability Estimate.
Proceedings of the Man-Machine Interactions 2, 2011
Decision Support Systems and Technologies used in Periodontology.
Proceedings of the HEALTHINF 2011, 2011
Automatic Organ Delineation of Computed Tomography Images for Radiotherapy Planning in Prostate Cancer - An Overview.
Proceedings of the HEALTHINF 2011, 2011
Main Barriers for Quality Data Collection in EHR - A Review.
Proceedings of the HEALTHINF 2011, 2011
Modeling Decisions for Hospital Bed Management - A Review.
Proceedings of the HEALTHINF 2011, 2011
The Importance of System Integration in Intensive Care Units - A Review.
Proceedings of the HEALTHINF 2011, 2011
The Red Dot System - Emergency Diagnosis Impact and Digital Radiology Implementation: A Review.
Proceedings of the HEALTHINF 2011, 2011
Key Issues and Future Perspectives on Identity Management in eHealth - A Review.
Proceedings of the HEALTHINF 2011, 2011
2010
Proceedings of the Web Intelligence and Security, 2010
2009
Proceedings of the Foundations of Computational Intelligence - Volume 6: Data Mining, 2009
Proceedings of the Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009
Proceedings of the Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009
Intell. Data Anal., 2009
Proceedings of the 2009 ACM Symposium on Applied Computing (SAC), 2009
Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28, 2009
Proceedings of the ICDM Workshops 2009, 2009
2008
IEEE Trans. Knowl. Data Eng., 2008
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2008
Proceedings of the Knowledge Discovery from Sensor Data, 2008
Proceedings of the Knowledge Discovery from Sensor Data, 2008
Proceedings of the 2nd International Workshop on Practical Applications of Computational Biology and Bioinformatics, 2008
Proceedings of the Workshops Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008
Proceedings of the ECAI 2008, 2008
2007
Monde des Util. Anal. Données, 2007
Proceedings of the Knowledge Discovery in Databases: PKDD 2007, 2007
Proceedings of the Progress in Artificial Intelligence, 2007
2006
Proceedings of the Sixth SIAM International Conference on Data Mining, 2006
2005
Proceedings of the 2005 ACM Symposium on Applied Computing (SAC), 2005
2004
Proceedings of the Advances in Artificial Intelligence - SBIA 2004, 17th Brazilian Symposium on Artificial Intelligence, São Luis, Maranhão, Brazil, September 29, 2004