Eric Rojas
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View article: The State of Practice About Security in Telemedicine Systems in Chile: Exploratory Study
The State of Practice About Security in Telemedicine Systems in Chile: Exploratory Study Open
Background Information security within telemedicine systems is essential to advancing the digital transformation of health care. Telemedicine encompasses diverse modalities, including teleconsultation, telehealth, and remote patient monito…
View article: Combining Process Mining and Process Simulation in Healthcare: A Literature Review
Combining Process Mining and Process Simulation in Healthcare: A Literature Review Open
Organizations are increasingly incorporating new strategies to ensure that the complex processes involved in the healthcare sector are comprehensively understood and enhanced. This includes the adoption of process mining (PM) and process s…
View article: Endothelial Dysfunction and Cardiovascular Risk in Obstructive Sleep Apnea: A Review Article
Endothelial Dysfunction and Cardiovascular Risk in Obstructive Sleep Apnea: A Review Article Open
Obstructive sleep apnea (OSA) is a respiratory condition during sleep caused by repeated pauses in breathing due to upper airway obstruction. It is estimated that OSA affects 30% of the population, but only 10% are well diagnosed due to th…
View article: Association between serum sphingolipids and eudaimonic well-being in white U.S. adults
Association between serum sphingolipids and eudaimonic well-being in white U.S. adults Open
Emerging research has linked psychological well-being with many physiological markers as well as morbidity and mortality. In this analysis, the relationship between components of eudaimonic well-being and serum sphingolipids levels was inv…
View article: Process Mining of Disease Trajectories: A Literature Review
Process Mining of Disease Trajectories: A Literature Review Open
Disease trajectories model patterns of disease over time and can be mined by extracting diagnosis codes from electronic health records (EHR). Process mining provides a mature set of methods and tools that has been used to mine care pathway…
View article: Process Mining to Explore Variations in Endometrial Cancer Pathways from GP Referral to First Treatment
Process Mining to Explore Variations in Endometrial Cancer Pathways from GP Referral to First Treatment Open
The main challenge in the pathway analysis of cancer treatments is the complexity of the process. Process mining is one of the approaches that can be used to visualize and analyze these complex pathways. In this study, our purpose was to u…
View article: Association Between Serum Sphingolipids and Eudaimonic Well-Being in White U.S. Adults
Association Between Serum Sphingolipids and Eudaimonic Well-Being in White U.S. Adults Open
Emerging research has linked psychological well-being with many physiological markers as well as morbidity and mortality. In this analysis, the relationship between components of eudaimonic well-being and serum sphingolipids levels was inv…
View article: A Framework for Assurance of Medication Safety using Machine Learning
A Framework for Assurance of Medication Safety using Machine Learning Open
Medication errors continue to be the leading cause of avoidable patient harm in hospitals. This paper sets out a framework to assure medication safety that combines machine learning and safety engineering methods. It uses safety analysis t…
View article: Mapping the Patient’s Journey in Healthcare through Process Mining
Mapping the Patient’s Journey in Healthcare through Process Mining Open
Nowadays, assessing and improving customer experience has become a priority, and has emerged as a key differentiator for business and organizations worldwide. A customer journey (CJ) is a strategic tool, a map of the steps customers follow…
View article: Individual Behavior Modeling with Sensors Using Process Mining
Individual Behavior Modeling with Sensors Using Process Mining Open
Understanding human behavior can assist in the adoption of satisfactory health interventions and improved care. One of the main problems relies on the definition of human behaviors, as human activities depend on multiple variables and are …
View article: Toward Value-Based Healthcare through Interactive Process Mining in Emergency Rooms: The Stroke Case
Toward Value-Based Healthcare through Interactive Process Mining in Emergency Rooms: The Stroke Case Open
The application of Value-based Healthcare requires not only the identification of key processes in the clinical domain but also an adequate analysis of the value chain delivered to the patient. Data Science and Big Data approaches are tech…
View article: Performance Analysis of Emergency Room Episodes Through Process Mining
Performance Analysis of Emergency Room Episodes Through Process Mining Open
The performance analysis of Emergency Room episodes is aimed at providing decision makers with knowledge that allows them to decrease waiting times, reduce patient congestion, and improve the quality of care provided. In this case study, P…
View article: Process Mining in Primary Care: Avoiding Adverse Events Due to Hazardous Prescribing
Process Mining in Primary Care: Avoiding Adverse Events Due to Hazardous Prescribing Open
Process mining helps healthcare professionals understand processes within healthcare. While often used in secondary care, there is little work in process mining using primary care data. Serious adverse events that result from hazardous pre…
View article: The assessment of data quality issues for process mining in healthcare using Medical Information Mart for Intensive Care III, a freely available e-health record database
The assessment of data quality issues for process mining in healthcare using Medical Information Mart for Intensive Care III, a freely available e-health record database Open
There is a growing body of literature on process mining in healthcare. Process mining of electronic health record systems could give benefit into better understanding of the actual processes happened in the patient treatment, from the even…
View article: Does Reinforcement Learning outperform PID in the control of FES-induced elbow flex-extension?
Does Reinforcement Learning outperform PID in the control of FES-induced elbow flex-extension? Open
Functional electrical stimulation (FES) is an effective technology in post-stroke rehabilitation of the upper limbs. Because of the complexity of the system, traditional linear controllers are still far to drive accurate and natural moveme…
View article: Reinforcement Learning Control of Functional Electrical Stimulation of the upper limb: a feasibility study.
Reinforcement Learning Control of Functional Electrical Stimulation of the upper limb: a feasibility study. Open
Controllers for Functional Electrical Stimulation are still not able to produce natural movements of the paretic arm. In this work, Reinforcement Learning was used to design a non-linear controller for a hybrid upper limb robotic system th…
View article: Question-Driven Methodology for Analyzing Emergency Room Processes Using Process Mining
Question-Driven Methodology for Analyzing Emergency Room Processes Using Process Mining Open
In order to improve the efficiency and effectiveness of Emergency Rooms (ER), it is important to provide answers to frequently-posed questions regarding all relevant processes executed therein. Process mining provides different techniques …
View article: Clinical Processes and Its Data, What Can We Do with Them?
Clinical Processes and Its Data, What Can We Do with Them? Open
Global healthcare services have evolved over time, and nowadays they are expected to follow high-quality
optimized standards. Analyzing healthcare processes has become a relevant field of study, and different
techniques and tools hav…