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http://dx.doi.org/10.3978/j.issn.2304-3881.2014.12.03 | DOI Listing |
BMC Musculoskelet Disord
January 2025
General Hospital of Ningxia Medical University, Ningxia, 750004, China.
The case of Lumbar spinal stenosis (LSS) combined with tophi due to gout is rarely reported. In the course of our clinic work, we encountered a young male patient who was diagnosed with a history of gout for 5 years and was targeted as LSS combined with gouty tophi, and we would like to share this case. In addition, in order to further investigate the deep mechanism of LSS associated with gout, we obtained the intersecting genes of the two diseases based on a machine learning approach by obtaining the dataset GSE113212 related to LSS from the Gene Expression Omnibus (GEO) database, and the genes related to gout from the human gene database.
View Article and Find Full Text PDFBMC Med Educ
January 2025
HAN University of Applied Sciences, Academy Allied Health Sciences, Nijmegen, The Netherlands.
Background: Educational innovation in health professional education is needed to keep up with rapidly changing healthcare systems and societal needs. This study evaluates the implementation of PACE, an innovative curriculum designed by the physiotherapy department of the HAN University of Applied Sciences in The Netherlands. The PACE concept features an integrated approach to learning and assessment based on pre-set learning outcomes, personalized learning goals, flexible learning routes, and programmatic assessment.
View Article and Find Full Text PDFBr Dent J
January 2025
Head of School, Peninsula Dental School, University of Plymouth, UK.
Background Patient safety incident reporting and analysis are often confined to secondary care, despite 95% of dentistry occurring in primary care. Peninsula Dental Social Enterprise (PDSE) delivers primary care dentistry in education-based settings and uses a report-review-action process to underpin its patient safety framework.Aim This article analyses trends in clinical incident data, reflecting on learning to improve overall patient safety.
View Article and Find Full Text PDFSci Rep
January 2025
Research and Development Office, The Education University of Hong Kong, Hong Kong, China.
This article details the development of a next-word prediction model utilizing federated learning and introduces a mechanism for detecting backdoor attacks. Federated learning enables multiple devices to collaboratively train a shared model while retaining data locally. However, this decentralized approach is susceptible to manipulation by malicious actors who control a subset of participating devices, thereby biasing the model's outputs on specific topics, such as a presidential election.
View Article and Find Full Text PDFJ Dairy Sci
January 2025
NWNY Dairy, Livestock and Field Crops Team, College of Agriculture and Life Sciences, Cornell University, Ithaca NY 14853.
The first days and weeks on the job set the course for a new dairy farm employee. This project involved an educational intervention to increase the use of new employee onboarding practices in dairy farms and analyzes the resulting effects on (1) levels of onboarding practice use, (2) manager perceptions of employee performance, (3) manager satisfaction with the onboarding program, (4) manager concerns about compliance with state and federal employment regulations, and (5) employee turnover. Onboarding advisors (educators and consultants) provided templates, examples, and intensive facilitation directly with farm managers to learn and adopt onboarding practices.
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