Publications by authors named "M Markey"
Article Synopsis
- The audit aimed to assess and improve the completeness and accuracy of the National Joint Registry (NJR) dataset specifically for elbow arthroplasty surgeries.
- In a two-phase approach, Phase 1 compared NJR data with NHS England Hospital Episode Statistics (HES), identifying thousands of unmatched and inaccurate records, particularly for radial head arthroplasties (RHAs).
- Phase 2 involved collaboration among 142 NHS hospitals to correct and update records, resulting in an improved completeness of the NJR dataset from 63% to 93% and accuracy from 94% to 98%.
Article Synopsis
- * The study introduces a novel model called In-and-Out Net, which uses Generative Adversarial Networks (GAN) to convert Reflectance Confocal Microscopy (RCM) images into Hematoxylin and Eosin (H&E) stained images, optimizing the visualization of tissue samples.
- * The research validates the model's effectiveness through a series of analyses and showcases its potential as a valuable tool for enhancing histological image analysis without the typical registration challenges.
Self-management of diabetes is extremely challenging and non-adherence is common. Health consequences are significant for those unable to adhere to the complex treatment regimen, which includes regular oral medication and/or insulin use, frequent blood sugar checks, strict dietary management, and regular physical activity. Mobile applications (apps) present a tremendous opportunity to help patients improve adherence to these behaviors.
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