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Extended SEIR Model for Health Policies Assessment Against the COVID-19 Pandemic: the Case of Argentina

期刊: JOURNAL OF HEALTHCARE INFORMATICS RESEARCH, 2022; 6 (1)

This work presents an extended and age-band compartmentalised SEIR model that allows describing the spread evolution of SARS-CoV-2 and evaluating the ......

COVID-19 Pandemic: Identifying Key Issues Using Social Media and Natural Language Processing

期刊: JOURNAL OF HEALTHCARE INFORMATICS RESEARCH, 2022; 6 (2)

The COVID-19 pandemic has affected people's lives in many ways. Social media data can reveal public perceptions and experience with respect to the pan......

Context-Aware Probabilistic Models for Predicting Future Sedentary Behaviors of Smartphone Users

期刊: JOURNAL OF HEALTHCARE INFORMATICS RESEARCH, 2022; 6 (1)

Sedentary behaviors are now prevalent as most modern jobs are done while seated. However, such sedentary behaviors have been found to increase the ris......

Informative Causality Extraction from Medical Literature via Dependency-Tree-Based Patterns

期刊: JOURNAL OF HEALTHCARE INFORMATICS RESEARCH, 2022; 6 (3)

Extracting cause-effect entities from medical literature is an important task in medical information retrieval. A solution for solving this task can b......

SuperpixelGridMasks Data Augmentation: Application to Precision Health and Other Real-world Data

期刊: JOURNAL OF HEALTHCARE INFORMATICS RESEARCH, 2022; 6 (4)

A novel approach of data augmentation based on irregular superpixel decomposition is proposed. This approach called SuperpixelGridMasks permits to ext......

Experimental Technologies in the Diagnosis and Treatment of COVID-19 in Patients with Comorbidities

期刊: JOURNAL OF HEALTHCARE INFORMATICS RESEARCH, 2022; 6 (1)

The COVID-19 pandemic has impacted the whole world and raised concerns about its effects on different human organ systems. Early detection of COVID-19......

The Impact on Ambulance Mobilisations of an Increasing Age Profile of Telecare Service Users Receiving Advanced Proactive, Personalised Telecare in Spain-a Longitudinal Study 2014-2018

期刊: JOURNAL OF HEALTHCARE INFORMATICS RESEARCH, 2022; 6 (2)

Advanced proactive personalised telecare services in Spain have helped service users to live independently in their own homes for longer. Concern was ......

Explainable Artificial Intelligence for Predictive Modeling in Healthcare

期刊: JOURNAL OF HEALTHCARE INFORMATICS RESEARCH, 2022; 6 (2)

The principle behind artificial intelligence is mimicking human intelligence in the way that it can perform tasks, recognize patterns, or predict outc......

Robustness of Multiple Imputation Methods for Missing Risk Factor Data from Electronic Medical Records for Observational Studies

期刊: JOURNAL OF HEALTHCARE INFORMATICS RESEARCH, 2022; 6 (4)

Evaluating appropriate methodologies for imputation of missing outcome data from electronic medical records (EMRs) is crucial but lacking for observat......

Analyzing the Impact of Demographic Variables on Spreading and Forecasting COVID-19

期刊: JOURNAL OF HEALTHCARE INFORMATICS RESEARCH, 2022; 6 (1)

The aim of this study is to analyse the coronavirus disease 2019 (COVID-19) outbreak in Bangladesh. This study investigates the impact of demographic ......

Managing Boundary Uncertainty in Diagnosing the Patients of Rural Area Using Fuzzy and Rough Set

期刊: JOURNAL OF HEALTHCARE INFORMATICS RESEARCH, 2022; 6 (1)

People of rural India often suffer from acute health conditions like diarrhea, flu, lung congestion, and anemia, but they are not receiving treatment ......

Conformal Prediction in Clinical Medical Sciences

期刊: JOURNAL OF HEALTHCARE INFORMATICS RESEARCH, 2022; 6 (3)

The use of machine learning (ML) and artificial intelligence (AI) applications in medicine has attracted a great deal of attention in the medical lite......

Active Learning for Multi-way Sensitivity Analysis with Application to Disease Screening Modeling

期刊: JOURNAL OF HEALTHCARE INFORMATICS RESEARCH, 2022; 6 (3)

Sensitivity analysis is an important aspect of model development as it can be used to assess the level of confidence that is associated with the outco......

A Machine Learning Framework for Assessing the Risk of Venous Thromboembolism in Patients Undergoing Hip or Knee Replacement

期刊: JOURNAL OF HEALTHCARE INFORMATICS RESEARCH, 2022; 6 (4)

Venous thromboembolism (VTE) is a well-recognized complication that is prevalent in patients undergoing major orthopedic surgery (e.g., total hip arth......

A Case Study of Bluetooth Technology as a Supplemental Tool in Contact Tracing

期刊: JOURNAL OF HEALTHCARE INFORMATICS RESEARCH, 2022; 6 (2)

We present results from a 7-day trial of a Bluetooth-enabled card by the New Zealand Ministry of Health to investigate its usefulness in contact traci......

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