| Ontologies and Knowledge Representation |
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Studying the Reuse of Content in Biomedical Ontologies: An Axiom-Based Approach |
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3 | (11) |
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Jesualdo Tomas Fernandez-Breis |
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Ontological Representation of Laboratory Test Observables: Challenges and Perspectives in the SNOMED CT Observable Entity Model Adoption |
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14 | (10) |
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CAREDAS: Context and Activity Recognition Enabling Detection of Anomalous Situation |
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24 | (13) |
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Using Constraint Logic Programming for the Verification of Customized Decision Models for Clinical Guidelines |
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37 | (11) |
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Constructing Disease-Centric Knowledge Graphs: A Case Study for Depression (short Version) |
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48 | (7) |
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| Bayesian Methods |
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Implementing Guidelines for Causality Assessment of Adverse Drug Reaction Reports: A Bayesian Network Approach |
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55 | (10) |
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Bayesian Gaussian Process Classification from Event-Related Brain Potentials in Alzheimer's Disease |
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65 | (11) |
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Data Fusion Approach for Learning Transcriptional Bayesian Networks |
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76 | (5) |
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A Prognostic Model of Glioblastoma Multiforme Using Survival Bayesian Networks |
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81 | (5) |
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Accurate Bayesian Prediction of Cardiovascular-Related Mortality Using Ambulatory Blood Pressure Measurements |
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86 | (9) |
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| Temporal Methods |
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Modelling Time-Series of Glucose Measurements from Diabetes Patients Using Predictive Clustering Trees |
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95 | (10) |
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Estimation of Sleep Quality by Using Microstructure Profiles |
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105 | (11) |
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Combining Multitask Learning and Short Time Series Analysis in Parkinson's Disease Patients Stratification |
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116 | (10) |
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Change-Point Detection Method for Clinical Decision Support System Rule Monitoring |
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126 | (10) |
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Discovering Discriminative and Interpretable Patterns for Surgical Motion Analysis |
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136 | (13) |
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| Natural Language Processing |
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Automatic Classification of Radiological Reports for Clinical Care |
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149 | (11) |
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Learning Concept-Driven Document Embeddings for Medical Information Search |
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160 | (11) |
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Automatic Identification of Substance Abuse from Social History in Clinical Text |
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171 | (11) |
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Analyzing Perceived Intentions of Public Health-Related Communication on Twitter |
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182 | (11) |
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Exploring IBM Watson to Extract Meaningful Information from the List of References of a Clinical Practice Guideline |
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193 | (5) |
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Recurrent Neural Network Architectures for Event Extraction from Italian Medical Reports |
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198 | (5) |
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Numerical Eligibility Criteria in Clinical Protocols: Annotation Automatic Detection and Interpretation |
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203 | (6) |
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Lucas Emanuel Silva Oliveira |
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Claudia Maria Cabral Moro |
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Enhancing Speech-Based Depression Detection Through Gender Dependent Vowel-Level Formant Features |
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209 | (6) |
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A Co-occurrence Based MedDRA Terminology Generation: Some Preliminary Results |
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215 | (8) |
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| Health Care Processes |
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Towards Dynamic Duration Constraints for Therapy and Monitoring Tasks |
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223 | (11) |
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Discriminant Chronicles Mining: Application to Care Pathways Analytics |
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234 | (11) |
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Is Crowdsourcing Patient-Reported Outcomes the Future of Evidence-Based Medicine? A Case Study of Back Pain |
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245 | (11) |
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Multi-level Interactive Medical Process Mining |
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256 | (5) |
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Declarative Sequential Pattern Mining of Care Pathways |
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261 | (6) |
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Knowledge-Based Trace Abstraction for Semantic Process Mining |
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267 | (5) |
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The Spanish Kidney Exchange Model: Study of Computation-Based Alternatives to the Current Procedure |
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272 | (6) |
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A Similarity Measure Based on Care Trajectories as Sequences of Sets |
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278 | (7) |
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| Machine Learning |
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Influence of Data Distribution in Missing Data Imputation |
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285 | (10) |
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Detecting Mental Fatigue from Eye-Tracking Data Gathered While Watching Video |
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295 | (10) |
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Automatic Identification of Intraretinal Cystoid Regions in Optical Coherence Tomography |
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305 | (11) |
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Convolutional Neural Networks for the Identification of Regions of Interest in PET Scans: A Study of Representation Learning for Diagnosing Alzheimer's Disease |
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316 | (6) |
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The Alzheimer's Disease Neuroimaging Initiative |
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Skin Hair Removal in Dermoscopic Images Using Soft Color Morphology |
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322 | (5) |
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Risk Mediation in Association Rules: The Case of Decision Support in Medication Review |
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327 | (5) |
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Identifying Parkinson's Patients: A Functional Gradient Boosting Approach |
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332 | (6) |
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Echo State Networks as Novel Approach for Low-Cost Myoelectric Control |
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338 | (7) |
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| Demo's |
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Semi-automated Ontology Development and Management System Applied to Medically Unexplained Syndromes in the U.S. Veterans Population |
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345 | (6) |
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pMineR: An Innovative R Library for Performing Process Mining in Medicine |
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351 | (5) |
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Advanced Algorithms for Medical Decision Analysis. Implementation in OpenMarkov |
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356 | (5) |
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A Platform for Targeting Cost-Utility Analyses to Specific Populations |
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361 | (6) |
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| Author Index |
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367 | |
