Data science is a bridge discipline involving computer science, statistics, and knowledge of the health field. We developed a Jupyter Notebook to enable novice users to easily and autonomously analyze data from social networks. We conducted an experimentation with non-programmer students. They had to adapt a R Notebook and complete 14 questions and to perform descriptive analyses. The average rate of correct answers was 90.7. Jupyter Notebook enabled novice users to easily and autonomously analyze data from Twitter.
Download full-text PDF |
Source |
|---|---|
| http://dx.doi.org/10.3233/SHTI220598 | DOI Listing |
Publication Analysis
Top Keywords
Similar Publications
Preliminary validation of the virtual bariatric endoscopic simulator.
IGIE
December 2024
School of Computer Science, University of Oklahoma, Norman, Oklahoma, USA.
Background And Aims: Obesity is a global health concern. Bariatric surgery offers reliably effective and durable weight loss and improvements of other comorbid conditions. However, the accessibility of bariatric surgery remains limited.
View Article and Find Full Text PDFArtificial Intelligence Assistance in Point-of-Care Ultrasound Skill Retention for Novice Users in Space Medicine Scenarios.
Wilderness Environ Med
January 2025
Department of Emergency Medicine, Denver Health Medical Center, Denver, CO.
Introduction: As humanity progresses further into space, astronauts must be increasingly independent from mission control, especially in high-consequence medical scenarios. The high-utility and low-mass nature of point-of-care ultrasound (POCUS) makes this imaging modality ideal for spaceflight mission deployment. However, POCUS operator skill degrades over time, presenting an operational barrier to continuous, effective use.
View Article and Find Full Text PDFThe role of artificial intelligence in standardizing global longitudinal strain measurements in echocardiography.
Eur Heart J Imaging Methods Pract
October 2024
Department for Internal Medicine and Cardiology, Herzzentrum Dresden, Faculty of Medicine and University Hospital Carl Gustav Carus, TUD Dresden University of Technology, Fetscherstr. 76, 01307 Dresden, Germany.
Aims: To evaluate the accuracy and feasibility of artificial intelligence (AI) in left ventricular global longitudinal strain (GLS) analysis as compared to conventional (Manual) and semi-automated (SemiAuto) method in echocardiography (Echo).
Methods And Results: GLS validation was performed on 550 standard Echo exams by expert cardiologists. The performance of a beginner cardiologist without experience of GLS analysis was assessed on a subset of 90 exams.
The Effect of a Non-Surgical Adhesive Bone Conduction Device on Temporal Processing Performance in Adults with Single Sided Deafness: A Pilot Study.
J Otolaryngol Head Neck Surg
December 2024
Division of Otolaryngology, Department of Surgery, The University of British Columbia, Vancouver, BC, Canada.
Background: There is a dearth of information on the effects of bone conductive devices on temporal processing in individuals with single-sided deafness (SSD). This study investigates the effect of an adhesive bone conductive device on temporal processing in adults with SSD.
Methods: A prospective cohort study of temporal processing in adults with SSD was undertaken.
Injured Cyclists' Experiences of Risk Factors: A Content Analysis.
Bull Emerg Trauma
January 2024
Guilan Road Trauma Research Center, Guilan University of Medical Sciences, Rasht, Iran.
Objective: Cycling is a healthy and pleasurable activity, but it can also be hazardous. The risk factors for cycling injury are unknown, considering the cycling infrastructure and cyclists' behavior in northern Iran. This study aimed to explain the experiences of injured cyclists admitted to Poursina Educational and Medical Center, Rasht in 2021, as one of the risk factors associated with cycling.
View Article and Find Full Text PDFWant AI Summaries of new PubMed Abstracts delivered to your In-box?
Enter search terms and have AI summaries delivered each week - change queries or unsubscribe any time!