Large‐scale UK Biobank analyses identify clinical and proteomic signatures for early prediction of valvular heart disease and its subtypes. Proteins add predictive value for VHD, AVS, and MVR, with outcome‐specific compact panels showing translational potential. Multi‐layer evidence highlights matrix remodeling, protease regulation, immune inflammation,
Zhihao Jiang +10 more
wiley +1 more source
Explainable Machine Learning for Risk Prediction of Reduced Quality of Life in Hypertension. [PDF]
Andala S +7 more
europepmc +1 more source
High Tree Species Diversity Promotes Thermal Enhancement Response of Microbial Carbon Use Efficiency
ABSTRACT Predicting soil carbon dynamics under warming is constrained by limited understanding of microbial thermal adaptation, particularly whether microbial carbon use efficiency (CUE) can adapt to warming and how plant diversity modulates this response. Using soils from a natural tree species diversity gradient in a subtropical forest, we combined a
Pengpeng Duan +11 more
wiley +1 more source
Modelling forest carbon stocks on the Canary Islands. [PDF]
Otto R +8 more
europepmc +1 more source
Caspofungin heteroresistance is prevalent in clinical Candida glabrata isolates and depends on calcineurin‐mediated stress adaptation. This transient phenotype serves as a reservoir for resistance evolution, enabling the emergence of stable resistant descendants under prolonged drug pressure.
Yanyu Su +7 more
wiley +1 more source
Exploring data-driven algorithms to identify Lyme disease cases in electronic health records. [PDF]
Linz AM +7 more
europepmc +1 more source
Machine Learning and Metabolomics to Characterize Warburg-Like Metabolic Subtypes in Human Retinal Endothelial Cells Exposed to Risk Factors Associated With Proliferative Diabetic Retinopathy. [PDF]
Sbei O +5 more
europepmc +1 more source
Development and Explainable Machine Learning Validation of a Novel Sleep Disturbance Ratio for Obstructive Sleep Apnea Severity Assessment. [PDF]
Kabak M, Irmak H, Kılıç AR, Çil B.
europepmc +1 more source
Clinically interpretable prediction models of stroke functional outcomes: A national cohort study of adults in inpatient rehabilitation facilities in the US. [PDF]
Cogan AM +5 more
europepmc +1 more source
Family context, directed and random exploration profiles, and child socioemotional functioning. [PDF]
Li Z, Li Y, Davies PT, Sturge-Apple ML.
europepmc +1 more source

