BMJ

Estimating prevalence and predictors of glucose-lowering overtreatment among older adults with type 2 diabetes in long-term care and community settings: a machine learning ...

Objective To estimate the prevalence of potential overtreatment of type 2 diabetes mellitus (T2DM) among older adults and to develop and compare predictive models to identify patient and physician ...
British Journal of Ophthalmology

Advances in the laboratory diagnosis of non-viral microbial keratitis

Infectious keratitis remains a leading cause of corneal blindness and visual impairment worldwide, with bacterial, fungal, amoebic and viral pathogens presenting major diagnostic and therapeutic ...
Scientific Research Publishing

A Lightweight Self-Supervised Representation Learning Framework for Depression Risk Profiling from Synthetic Daily Behavioural Trajectories ()

Detecting behavioural signatures of depression from everyday digital traces is a central challenge in computational psychiatry. Real-world datasets from smartphones and wearables often suffer from ...
IEEE

Enhanced Crayfish Optimization Algorithm with Dimension and Covariance Matrix Learning

Abstract: The Crayfish Optimization Algorithm (COA) draws inspiration from crayfish foraging, summer dormancy, and competitive behaviors. However, it often struggles with local optima convergence and ...
IEEE

Weak Invisible Dot Matrix Recognition Algorithm Based on Image Processing and Frequency Modulation Pulse Duty Cycle

Abstract: Aiming at the problem of weak invisible dot matrix data being interfered by the background in the process of reading, which leads to the accuracy and slow speed of the reading algorithm, and ...