Artificial Intelligence in Medicine

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

Rodrigues, Pedro Pereira (et al.)

Pages 55-64

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

Fruehwirt, Wolfgang (et al.)

Pages 65-75

Data Fusion Approach for Learning Transcriptional Bayesian Networks

Sauta, Elisabetta (et al.)

Pages 76-80

A Prognostic Model of Glioblastoma Multiforme Using Survival Bayesian Networks

Rabinowicz, Simon (et al.)

Pages 81-85

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

O’Neill, James (et al.)

Pages 86-91

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

Beštek, Mate (et al.)

Pages 95-104

Estimation of Sleep Quality by Using Microstructure Profiles

Rošt’áková, Zuzana (et al.)

Pages 105-115

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

Valmarska, Anita (et al.)

Pages 116-125

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

Liu, Siqi (et al.)

Pages 126-135

Discovering Discriminative and Interpretable Patterns for Surgical Motion Analysis

Forestier, Germain (et al.)

Pages 136-145

Automatic Classification of Radiological Reports for Clinical Care

Gerevini, Alfonso E. (et al.)

Pages 149-159

Learning Concept-Driven Document Embeddings for Medical Information Search

Nguyen, Gia-Hung (et al.)

Pages 160-170

Automatic Identification of Substance Abuse from Social History in Clinical Text

Yetisgen, Meliha (et al.)

Pages 171-181

Analyzing Perceived Intentions of Public Health-Related Communication on Twitter

Epure, Elena Viorica (et al.)

Pages 182-192

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

Salvi, Elisa (et al.)

Pages 193-197

Recurrent Neural Network Architectures for Event Extraction from Italian Medical Reports

Viani, Natalia (et al.)

Pages 198-202

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

Claveau, Vincent (et al.)

Pages 203-208

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

Cummins, Nicholas (et al.)

Pages 209-214

A Co-occurrence Based MedDRA Terminology Generation: Some Preliminary Results

Zorzi, Margherita (et al.)

Pages 215-220

Towards Dynamic Duration Constraints for Therapy and Monitoring Tasks

Combi, Carlo (et al.)

Pages 223-233

Discriminant Chronicles Mining

Dauxais, Yann (et al.)

Pages 234-244

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

Peleg, Mor (et al.)

Pages 245-255

Multi-level Interactive Medical Process Mining

Canensi, Luca (et al.)

Pages 256-260

Declarative Sequential Pattern Mining of Care Pathways

Guyet, Thomas (et al.)

Pages 261-266

Knowledge-Based Trace Abstraction for Semantic Process Mining

Montani, Stefania (et al.)

Pages 267-271

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

Bofill, Miquel (et al.)

Pages 272-277

A Similarity Measure Based on Care Trajectories as Sequences of Sets

Rivault, Yann (et al.)

Pages 278-282

Influence of Data Distribution in Missing Data Imputation

Santos, Miriam Seoane (et al.)

Pages 285-294

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

Yamada, Yasunori (et al.)

Pages 295-304

Automatic Identification of Intraretinal Cystoid Regions in Optical Coherence Tomography

Moura, Joaquim (et al.)

Pages 305-315

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

Karwath, Andreas (et al.)

Pages 316-321

Skin Hair Removal in Dermoscopic Images Using Soft Color Morphology

Bibiloni, Pedro (et al.)

Pages 322-326

Risk Mediation in Association Rules

Meulendijk, Michiel C. (et al.)

Pages 327-331

Identifying Parkinson’s Patients: A Functional Gradient Boosting Approach

Dhami, Devendra Singh (et al.)

Pages 332-337

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

Prahm, Cosima (et al.)

Pages 338-342

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

Meystre, Stéphane M. (et al.)

Pages 345-350

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

Gatta, Roberto (et al.)

Pages 351-355