Utional Neural Networks
Risk-based AED Placement
Singapore Case
Time Expressions Identification without Human-labeled Corpus for Clinical Text Mining in Russian
Experiencer detection and automated extraction of a family disease tree from medical texts in Russian language
Computational Methods for Emerging Problems in (Dis-)Information Analysis
Machine Learning
the results are not the only thing that matters! What about security, explainability and fairness?
Syntactic and Semantic Bias Detection and Countermeasures
Detecting Rumours in Disasters: An Imbalanced Learning Approach
Sentiment Analysis for Fake News Detection by Means of Neural Networks ion in Temporal Networks
Evaluation of the Costs of Delayed Campaigns for Limiting the Spread of Negative Content, Panic and Rumours in Complex Networks
From generality to specificity: on matter of scale in social media topic Communities
Computational Health
Hybrid Text Feature Modeling for Disease Group Prediction using Unstructured Physician Notes
Early signs of critical slowing down in heart surface electrograms of ventricular fibrillation victims
A Comparison of Generalized Stochastic Milevsky-Promislov Mortality Models with continuous non-Gaussian Filters
Ontology-Based Inference for Supporting Clinical Decisions in Mental Health
Towards Prediction of Heart Arrhythmia Onset Using Machine Learning
Stroke ICU Patient Mortality Day Prediction
Universal measure for medical image quality evaluation based on gradient approach
Constructing Holistic Patient Flow Simulation Using System Approach
Investigating Coordination of Hospital Departments in Delivering Healthcare for Acute Coronary Syndrome Patients using Data-Driven Network Analysis
A Machine Learning Approach To Short-term Body Weight Prediction In A Dietary Intervention Program
An analysis of demographic data in Irish healthcare domain to support semantic uplift
From Population to Subject-Specific Reference Intervals
Analyzing the spatial distribution of acute coronary syndrome cases using synthesized data on arterial hypertension prevalence
The Atrial Fibrillation Risk Score for Hyperthyroidism Patients
Applicability of Machine Learning Methods to Multi-Label Medical Text Classification
Machine Learning Approach for the Early Prediction of the Risk of Overweight and Obesity in Young People
Gait Abnormality Detection in People with Cerebral Palsy using an Uncertainty-based State-space Model
Analyses of public health databases via clinical pathway modelling: TBWEB
Preliminary results on Pulmonary Tuberculosis detection in Chest X-Ray using Convol.