Research Insights

This section focuses on recent global studies and discoveries in the various fields of healthcare.

Machine learning using entropy–based texture features from MRI to differentiate histological subtypes of non–small cell lung cancer identified as metabolically active on PET/MRI

Texture analysis is a foundational approach in imaging studies and demonstrates excellent diagnostic performance with radiomic analysis being the most widely used method

Construction of an intelligent screening model for allergic rhinitis based on routine blood tests

The incidence of allergic rhinitis AR has been increasing annually severely impacting patients quality of life and increasing socioeconomic burdens The limitations of current diagnostic methods

Clinical features and pulmonary infections of diffuse alveolar hemorrhage in rheumatic disease patients

Diffuse alveolar hemorrhage DAH is an uncommon but potentially lifethreatening pulmonary complication in patients with rheumatic diseases RD Immunosuppression endothelial injury and systemic inflammation may increase

Patient safety risk associated with synchronous telehealth: A scoping review

Telehealth as defined by the World Health Organization WHO encompasses activities systems and health services conducted remotely by professionals using Information and Communication Technologies ICT

Visual prediction of outcomes in patients undergoing intravenous thrombolysis

This research presents a novel visual predictive model aimed at the early identification of patients at elevated risk of poor prognosis following intravenous thrombolysis assessed six months postacute ischemic stroke

Assessing the clinical relevance of point-of-care ultrasound for hospitalists: Influence on clinical reasoning and decision-making

Pointofcare ultrasonography POCUS is increasingly recognized in internal medicine yet its influence on hospitalists clinical reasoning remains underexplored

Reliability, validity, and correlates of an AI voice emotion recognition app among nurses

Digital tools are increasingly widespread in healthcare particularly in the fields of emotion recognition and mental health assessment

Effect of telemedicine-supported structured exercise program in patients with chronic low back pain: a randomized controlled trial

Structured exercise programs delivered via telemedicine have the potential to benefit patients with chronic low back pain CLBP However evidencepractice gaps exist such as low exercise adherence and lack

Effect of health education intervention on treatment adherence and health status in patients with Chronic obstruction pulmonary disease: A random control trial

Adherence to treatment is critical to effective management of COPD and is key to addressing the growing burden of disease So this study conducted to evaluate the effectiveness of a health education intervention on treatment

Attributing non-specific symptoms to cancer in general practice: A scoping review

Nonspecific cancer symptoms are challenging to interpret in general practice They can be attributed to a wide range of other conditions and delay the cancer diagnosis increasing the risk of poor outcomes