Artificial Intelligence in Medicine

Implementing Guidelines for Causality Assessment of Adverse Drug Reaction Reports: A Bayesian Network Approach

Pages 55-64

Rodrigues, Pedro Pereira (et al.)

Bayesian Gaussian Process Classification from Event-Related Brain Potentials in Alzheimer’s Disease

Pages 65-75

Fruehwirt, Wolfgang (et al.)

Data Fusion Approach for Learning Transcriptional Bayesian Networks

Pages 76-80

Sauta, Elisabetta (et al.)

A Prognostic Model of Glioblastoma Multiforme Using Survival Bayesian Networks

Pages 81-85

Rabinowicz, Simon (et al.)

Accurate Bayesian Prediction of Cardiovascular-Related Mortality Using Ambulatory Blood Pressure Measurements

Pages 86-91

O’Neill, James (et al.)

Modelling Time-Series of Glucose Measurements from Diabetes Patients Using Predictive Clustering Trees

Pages 95-104

Beštek, Mate (et al.)

Estimation of Sleep Quality by Using Microstructure Profiles

Pages 105-115

Rošt’áková, Zuzana (et al.)

Combining Multitask Learning and Short Time Series Analysis in Parkinson’s Disease Patients Stratification

Pages 116-125

Valmarska, Anita (et al.)

Change-Point Detection Method for Clinical Decision Support System Rule Monitoring

Pages 126-135

Liu, Siqi (et al.)

Discovering Discriminative and Interpretable Patterns for Surgical Motion Analysis

Pages 136-145

Forestier, Germain (et al.)

Automatic Classification of Radiological Reports for Clinical Care

Pages 149-159

Gerevini, Alfonso E. (et al.)

Learning Concept-Driven Document Embeddings for Medical Information Search

Pages 160-170

Nguyen, Gia-Hung (et al.)

Automatic Identification of Substance Abuse from Social History in Clinical Text

Pages 171-181

Yetisgen, Meliha (et al.)

Analyzing Perceived Intentions of Public Health-Related Communication on Twitter

Pages 182-192

Epure, Elena Viorica (et al.)

Exploring IBM Watson to Extract Meaningful Information from the List of References of a Clinical Practice Guideline

Pages 193-197

Salvi, Elisa (et al.)

Recurrent Neural Network Architectures for Event Extraction from Italian Medical Reports

Pages 198-202

Viani, Natalia (et al.)

Numerical Eligibility Criteria in Clinical Protocols: Annotation, Automatic Detection and Interpretation

Pages 203-208

Claveau, Vincent (et al.)

Enhancing Speech-Based Depression Detection Through Gender Dependent Vowel-Level Formant Features

Pages 209-214

Cummins, Nicholas (et al.)

A Co-occurrence Based

Pages 215-220

Zorzi, Margherita (et al.)

Towards Dynamic Duration Constraints for Therapy and Monitoring Tasks

Pages 223-233

Combi, Carlo (et al.)

Discriminant Chronicles Mining

Pages 234-244

Dauxais, Yann (et al.)

Is Crowdsourcing Patient-Reported Outcomes the Future of Evidence-Based Medicine? A Case Study of Back Pain

Pages 245-255

Peleg, Mor (et al.)

Multi-level Interactive Medical Process Mining

Pages 256-260

Canensi, Luca (et al.)

Declarative Sequential Pattern Mining of Care Pathways

Pages 261-266

Guyet, Thomas (et al.)

Knowledge-Based Trace Abstraction for Semantic Process Mining

Pages 267-271

Montani, Stefania (et al.)

The Spanish Kidney Exchange Model: Study of Computation-Based Alternatives to the Current Procedure

Pages 272-277

Bofill, Miquel (et al.)

A Similarity Measure Based on Care Trajectories as Sequences of Sets

Pages 278-282

Rivault, Yann (et al.)

Influence of Data Distribution in Missing Data Imputation

Pages 285-294

Santos, Miriam Seoane (et al.)

Detecting Mental Fatigue from Eye-Tracking Data Gathered While Watching Video

Pages 295-304

Yamada, Yasunori (et al.)

Automatic Identification of Intraretinal Cystoid Regions in Optical Coherence Tomography

Pages 305-315

Moura, Joaquim (et al.)

Convolutional Neural Networks for the Identification of Regions of Interest in PET Scans: A Study of Representation Learning for Diagnosing Alzheimer’s Disease

Pages 316-321

Karwath, Andreas (et al.)

Skin Hair Removal in Dermoscopic Images Using Soft Color Morphology

Pages 322-326

Bibiloni, Pedro (et al.)

Risk Mediation in Association Rules

Pages 327-331

Meulendijk, Michiel C. (et al.)

Identifying Parkinson’s Patients: A Functional Gradient Boosting Approach

Pages 332-337

Dhami, Devendra Singh (et al.)

Echo State Networks as Novel Approach for Low-Cost Myoelectric Control

Pages 338-342

Prahm, Cosima (et al.)

Semi-automated Ontology Development and Management System Applied to Medically Unexplained Syndromes in the U.S. Veterans Population

Pages 345-350

Meystre, Stéphane M. (et al.)

pMineR: An Innovative R Library for Performing Process Mining in Medicine

Pages 351-355

Gatta, Roberto (et al.)

Advanced Algorithms for Medical Decision Analysis. Implementation in OpenMarkov

Pages 356-360

Arias, Manuel (et al.)

A Platform for Targeting Cost-Utility Analyses to Specific Populations

Pages 361-365

Salvi, Elisa (et al.)