A5086866143- Emergency and Acute Care Studies
- Trauma and Emergency Care Studies
- Statistics Education and Methodologies
- Behavioral Health and Interventions
- Data Visualization and Analytics
- Time Series Analysis and Forecasting
- Injury Epidemiology and Prevention
- Anomaly Detection Techniques and Applications
- IoT and GPS-based Vehicle Safety Systems
- Mechanical Failure Analysis and Simulation
- Teaching and Learning Programming
- Cardiac Arrest and Resuscitation
- Online and Blended Learning
- Hospital Admissions and Outcomes
- Computational Drug Discovery Methods
- Sepsis Diagnosis and Treatment
- Public Health Policies and Education
- Remote-Sensing Image Classification
- Target Tracking and Data Fusion in Sensor Networks
- Child and Adolescent Psychosocial and Emotional Development
- Advanced Clustering Algorithms Research
- Economic and Technological Innovation
- Neural Networks and Applications
- Data Stream Mining Techniques
- Traffic and Road Safety
Hadassah Academic College
2020-2024
Bar-Ilan University
2018-2023
The association between emergency department (ED) length of stay (EDLOS) with in-hospital mortality (IHM) in older patients remains unclear. This retrospective study aims to delineate the relationship EDLOS and IHM elderly patients. From ED (n = 383,586) who visited an urban academic tertiary care medical center from January 2010 December 2016, 78,478 (age ≥60 years) were identified stratified into three age subgroups: 60-74 (early elderly), 75-89 (late ≥90 years (longevous elderly). We...
Medical emergencies such as anaphylaxis may require immediate use of emergency medication. Because the low adherence chronic patients (ie, carrying anti-anaphylactic medication) and potentially long response time medical services (EMSs), alternative approaches to provide first aid are required. A smartphone-based community (ERC) was established for with allergies enable members share their automatic adrenaline injector (AAI) other who do not have AAI at onset anaphylactic symptoms. The is...
Abstract Background Child injury is a global public health problem. Children spend 25–50% of their daytime in school and risks accidents are high. The purpose this study to perform comprehensive analysis game-related injuries. Methods A nationwide dataset 36,002 events that occurred Israel between 2013 2019 were served by the National EMS, was used. relations different variables demonstrated using multidimensional frequency tables. Z-tests, chi-square tests, ANOVA J48 classification trees...
The ever-growing data acquisition speed represents a challenge for analysis in materials sciences general and the field of solar cells particular. This is because many unsupervised supervised learning algorithms require model re-derivation when presented with new samples which are markedly different from those used construction. Dynamic segmentation addresses this problem by continuously updating clusters structure, example, splitting old or opening ones, as presented. In work we present...
Background Smartphone-based emergency response apps are increasingly being used to identify and dispatch volunteer first responders (VFRs) medical emergencies provide faster aid, which is associated with better prognoses. Volunteers’ availability willingness respond uncertain, leading in recent studies rates of 17% 47%. Dispatch algorithms that select volunteers based on their estimated time arrival (ETA) without considering the likelihood may be suboptimal due a large percentage alerts...
Child safety in schools is paramount for decision-makers globally, with a focus on ensuring children return home safely. However, the prevalent issue of injuries across educational systems demands comprehensive investigation into their causes, incorporating interdisciplinary perspectives and social dynamics, to develop effective prevention strategies. The objective this study comprehensively analyze factors contributing school-related examine impact school climate student safety. By...
The article describes the inclusive perspective of instruction multi-stage practical projects in undergraduate non-STEM statistics and data mining courses at an academic college Israel. student population is highly diverse, comprising individuals from various cultural ethnic groups. study examines impact diversity on students' choices project topics, database selection, methodological choice, research question formulation, results interpretation. findings can contribute to educators...
Classification, a fundamental data analytics task, has widespread applications across various academic disciplines, such as marketing, finance, sociology, psychology, education, and public health. Its versatility enables researchers to explore diverse research questions extract valuable insights from data. Therefore, it is crucial extend familiarity with classification methods non-STEM students, who will encounter problems in their professional careers. To address this need, paper presents...
This research reveals failure patterns of firms within the life sciences industry, by utilizing a cluster analysis approach. We uncover hidden in ceased and identify four distinct patterns: false start, promise, realistic management, walking dead. Each pattern represents unique combination firm characteristics that led to their downfall. The study sample consists 230 industry are registered Israel Venture Capital database. By examining similarities dissimilarities between patterns, aims...
In dynamic and big data environments the visualization of a segmentation process over time often does not enable user to simultaneously track entire pieces. The key points are sometimes incomparable, is limited static visual presentation certain point. proposed concept, called ExpanDrogram, designed support classifiers that run in environment subject changes characteristics. It offers wide range features seek maximize customization problem. main goal ExpanDrogram improve comprehensiveness by...
Micro-mobility (MM) transport modes, such as e-bikes and e-scooters, have experienced incredible growth in the last decade. Together with a long list of undeniable advantages, economic efficiency sustainability, there are numerous dangers using these modes. The combination many factors results steady increase severe fatal accidents which micro-mobility riders involved. A comprehensive advanced analysis is required to address problem. classification models insights obtained can be used...
<sec> <title>BACKGROUND</title> Medical emergencies such as anaphylaxis may require immediate use of emergency medication. Because the low adherence chronic patients (ie, carrying anti-anaphylactic medication) and potentially long response time medical services (EMSs), alternative approaches to provide first aid are required. A smartphone-based community (ERC) was established for with allergies enable members share their automatic adrenaline injector (AAI) other who do not have AAI at onset...
<sec> <title>BACKGROUND</title> Smartphone-based emergency response apps are increasingly being used to identify and dispatch volunteer first responders (VFRs) medical emergencies provide faster aid, which is associated with better prognoses. Volunteers’ availability willingness respond uncertain, leading in recent studies rates of 17% 47%. Dispatch algorithms that select volunteers based on their estimated time arrival (ETA) without considering the likelihood may be suboptimal due a large...