Scientific Reports

Optimised knowledge distillation for efficient social media emotion recognition using DistilBERT and ALBERT

Abstract Accurate emotion recognition in social media text is critical for applications such as sentiment analysis, mental health monitoring, and human-computer interaction. However, existin...

Druggable genome-wide Mendelian randomization integrating GWAS and eQTL/pQTL data identifies targets for lung squamous cell carcinoma

The multivariate shared truncated normal frailty model with application to medical data

Experimental investigation on impact of fuel jet size on performance of gasoline-ethanol blend in a SI engine vehicle

Physical function evaluation in volleyball training based on intelligent GRNN

Effectiveness of the family medicine curriculum in the improvement of skills and knowledge of family medicine residents in Sudan 2024: a quantitative and qualitative survey

Hydroxytyrosol ameliorates imiquimod-induced psoriasis-like dermatitis by modulating ERK and NF-κB signaling pathways in mice

Comparing the effect of pre-anesthesia clonidine and tranexamic acid on intraoperative bleeding volume in rhinoplasty: a machine learning approach

Relationships between burnout and coping strategies among assistant medical officers in Malaysian public healthcare facilities

Vegetation variations and driving mechanisms in northern China based on kNDVI

Mycobiome of low maintenance iconic landscape plant boxwood under repeated treatments of contact and systemic fungicides

Determination of disintegration time using formulation data for solid dosage oral formulations via advanced machine learning integrated optimizer models

Comparative study of ontogenetic trophic transition in large yellow croaker from Hong Kong and Taiwan using metabarcoding and isotope analysis

Transcriptionally up-regulation of CDKN1A/p21 by TFE3 fusion proteins worsened TFE3-rearranged renal cell carcinoma

Reliability of the single leg stance test for safe removal of external fixator after tibial bone lengthening

Abstract The timing of fixator removal in distraction osteogenesis is an important decision. Bipedal weight bearing may not be an accurate estimate of body weight distribution on both limbs....

Exploring behavior of Clinoptilolite@Graphene oxide compositeas a novel adsorbent for CO2 capture

Discrete event simulation and agent-based modelling of distributed situation awareness in patient flow management

Network pharmacology and metabolomics reveal mathurameha, a Thai traditional Anti-Diabetic formula, enhances glucose metabolism through PI3K-AKT/AMPK/GLUT4 pathway modulation

Imaging characteristics of renal epithelioid angiomyolipoma and its correlation with risk stratification

An efficient and interactive feature selection approach based on copula entropy for high-dimensional genetic data

Computational analysis of entropy generation in EMHD micropolar dusty fluid flow incorporating esterification process

SCSFish2025: a large dataset from South China sea for coral reef fish identification

Research on the improvement of daily living skills of children with autism in virtual campus environments

Causal association between employment transitions and suicide in Australia

Abstract Suicide remains a significant public health concern globally, with unemployment, financial hardship, and employment transitions cited as contributing factors. However, their causal...

A novel solid phase synthesis of an estradiol derivative and preclinical evaluation for targeting estrogen-receptor positive breast cancer