Optical biosensing of monkeypox virus using novel recombinant silica-binding proteins for site-directed antibody immobilization.

The efficient immobilization of capture antibodies is crucial for timely pathogen detection during global pandemic outbreaks. Therefore, we proposed a silica-binding protein featuring core functional domains (cSP). It comprises a peptide with a silica-binding tag designed to adhere to silica surfaces and tandem protein G fragments (2C2) for effective antibody capture.

A novel lightweight deep learning based approaches for the automatic diagnosis of gastrointestinal disease using image processing and knowledge distillation techniques.

Background: Gastrointestinal (GI) diseases pose significant challenges for healthcare systems, largely due to the complexities involved in their detection and treatment. Despite the advancements in deep neural networks, their high computational demands hinder their practical use in clinical environments.

Objective: This study aims to address the computational inefficiencies of deep neural networks by proposing a lightweight model that integrates model compression techniques, ConvLSTM layers, and ConvNext Blocks, all optimized through Knowledge Distillation (KD).

Implementability of opioid deprescribing interventions at transitions of care: A scoping review.

Continuation of opioids at transitions of care increases the risk of long-term opioid use and related harm. To our knowledge, no study has examined the implementability of opioid deprescribing interventions at transitions of care. Our scoping review aimed to identify the type of opioid deprescribing interventions employed at transitions of care and assess the implementability of tested interventions.

Perspectives of aged care home staff and health care professionals on the Psychotropic medicines use in Residents And Culture: Influencing clinical Excellence (PRACTICE) tool ©.

Introduction: High use of psychotropic medications continues to be common in residential aged care homes despite the risk of harm and limited efficacy in people living with dementia. Research has shown that the organizational culture of aged care homes influences psychotropic medication use in residents with dementia. The Psychotropic medicines use in Residents And Culture: Influencing Clinical Excellence (PRACTICE) tool was developed to evaluate the organizational culture of aged care homes specific to the use of psychotropic medications.