Kunming Children's Hospital

Analysis of pediatric absence epilepsy electroencephalograms using a mining-based association rule approach

Association rule mining (ARM) is an interpretable data mining method that can identify co-occurrence patterns among predefined clinical features. This study applied ARM to clinically labeled EEG data from children with absence epilepsy to identify association rules linking abnorm...

Common SAEs and their impact on the prognosis of children treated with the CCCG-ALL-2015 protocol: a retrospective multicentre Chinese study

This study was intended to evaluate common serious adverse events (SAEs) and analyze their effects on the prognosis of acute lymphoblastic leukemia (ALL) children. We retrospectively collected the data of 7640 consecutive ALL children with/ without SAEs who were enrolled in CCCG-...

A large-scale multi-center analysis reveals that HNRNPA2B1 variants increase neuroblastoma risk in Chinese children

Neuroblastoma has significant clinical heterogeneity, more precise genetic biomarkers are needed for early risk stratification. Although m 6 A modification has been reported to affect tumor development, the epidemiological impact of HNRNPA2B1 polymorphisms on neuroblastoma suscep...

Uncertainty-inspired open-set model for identifying infantile fundus abnormalities

Accurate and safe identification of infantile fundus abnormalities is critical for large-scale screening, yet remains challenging because of heterogeneous disease presentations and overconfident predictions by conventional artificial intelligence (AI) models. In this study, we ai...

Comprehensive genomic characterization of extraintestinal pathogenic Escherichia coli isolated from neonates: multiple center insights into virulence, resistance, and transmission dynamics

Neonatal extraintestinal pathogenic Escherichia coli (ExPEC), which can cause severe long-term sequelae by systemic infections, is gradually becoming the primary pathogen threatening neonatal health. The lack of large-scale genomic epidemiological investigation hinders further un...

Glymphatic-meningeal lymphatic dysfunction drives remote organ injury after aneurysmal subarachnoid hemorrhage: a unified neuroimmune framework and time-stratified therapeutic roadmap

Aneurysmal subarachnoid hemorrhage (aSAH) confers substantial mortality and morbidity driven not only by primary brain injury but also by systemic remote organ complications across the pulmonary, cardiac, renal and gastrointestinal systems. Despite growing recognition of neuroimm...