Latest AI and machine learning research in pneumonia for healthcare professionals.
Forest cover restoration is urgently needed in a semi-arid district of West Bengal, where land degradation endangers environmental stability and community welfare. The present study introduces and validates a robust, data-driven framework using machine learning to isolate optimal sites for afforestation, aiming to enhance climate adaptability and create sustainable, forest-centric livelihood oppor...
PURPOSE: To evaluate the diagnostic performance of deep learning (DL) algorithms applied to chest radiographs (CXR) for detecting osteoporosis and assess their potential for clinical implementation. METHODS: A systematic review and meta-analysis was conducted including studies that validated convolutional neural network (CNN)-based DL models to detect osteoporosis from CXRs. Exclusion criteria inc...
BACKGROUND: Oral cancer is a major public health problem among the population of India. In rural setting whereby there is exposure to high-risk factor...
Traditional vaccine development faced significant hurdles, including lengthy timelines and high costs, which hindered rapid responses to pathogens. Al...
BACKGROUND: Coughing is a common clinical symptom and a protective respiratory reflex closely associated with various respiratory system diseases. The...
A global shortage of radiologists has increased the burden of chest X-ray interpretation, particularly in primary and resource-limited settings. Altho...
The 2022 global outbreak of clade IIb mpox represented a turning point in public health's handling of poxviruses. The primary vaccine available for th...
BACKGROUND: Compared with normoglycaemic pregnancies, gestational diabetes mellitus (GDM) confers a markedly elevated risk of dysglycaemia at 6-12 wee...
Against the backdrop of the rapid diffusion of Artificial Intelligence Generated Content (AIGC) and the rise of the "surprise economy," trendy blind-b...
Human T-lymphotropic virus type 1 (HTLV-1) is the first discovered human oncogenic retrovirus that can cause adult T-cell leukemia/lymphoma, HTLV-1-as...
Adolescent cyberbullying victimization has emerged as a pressing global concern, with complex risk factors spanning across multiple ecological levels....
OBJECTIVE: Generative AI is now used to access eating disorder (ED) information, yet the suitability of its outputs remains unclear. Using two vignett...
BACKGROUND: With the acceleration of global aging, the potential of digital technologies for self-care management among older adults has surged. Older...
INTRODUCTION: Exercise interventions are widely used to promote physical and psychosocial health in community-dwelling older adults; however, the comp...
BACKGROUND: Research consistently shows that depression and suicidal ideation (SI) often cooccur. However, SI can arise without elevated depressive sy...
Molecular profiling enabled by meta-omics technologies has significantly expanded our knowledge of microbial catalog across diverse environments. Incr...
BACKGROUND: Generative artificial intelligence (AI) systems are increasingly used in health and community settings, yet empirical evidence on how they...
In the intelligence information sharing era, social media paved a way to share information around the world without any moratorium, which helps more i...
Respiratory syncytial virus (RSV) remains a major cause of severe acute respiratory infections across the life course, particularly in infants, older ...
The human microbiome is ubiquitous across nearly all body sites and exhibits biological characteristics that enable stable detection under diverse env...