Interpretable Machine Learning Model for Fungal Infection Prediction: A Real‐World Study
Our study successfully developed and validated a machine learning model based on large‐scale electronic health record data to predict the risk of fungal infections in hospitalized patients. Through a Streamlit‐powered web platform, the model was seamlessly embedded into clinical workflows, completing the full pipeline from model construction to real ...
Jinru Yang +5 more
wiley +1 more source
Longest survivor of pulmonary atresia with ventricular septal defect without surgical intervention
ESC Heart Failure, Volume 12, Issue 2, Page 1499-1507, April 2025.
Sang Zhou +5 more
wiley +1 more source
Organ transplantation integrates surgery, immunosuppression, training, and quality systems. This analysis compares the United States, Germany, and Chinese Mainland, showing convergence toward data‐driven quality and competency‐based training. Chinese Mainland's centralized model enhances standardization and scalability, while Western systems emphasize ...
Björn Nashan +3 more
wiley +1 more source
Research progress on the depth of anesthesia monitoring based on the electroencephalogram
Electroencephalogram (EEG) can noninvasive, continuous, and real‐time monitor the state of brain electrical activity, and the monitoring of EEG can reflect changes in the depth of anesthesia (DOA). The development of artificial intelligence can enable anesthesiologists to extract, analyze, and quantify DOA from complex EEG data.
Xiaolan He, Tingting Li, Xiao Wang
wiley +1 more source
Monocyte inflammation and adaptive immune dysfunction in severe Klebsiella pneumoniae pneumonia
Severe Klebsiella pneumoniae pneumonia combines intense inflammation with failure to control infection, yet the cellular basis is unclear. Using a severity‐focused single‐cell atlas of 708,894 peripheral blood mononuclear cells from 100 individuals, complemented by plasma protein measurements and flow cytometry, we show that disease severity redirects ...
Hongquan Chen +23 more
wiley +1 more source
Simulating the effect of forces pit ventilation on ammonia emission from naturally ventilated cow houses with CFD [PDF]
Atmospheric NH3, mainly originates from agricultural sources, can cause serious environmental problems related to eutrophication and soil acidification. Emissions from dairy houses are 15% of total agricultural NH3 emissions.
Campen, J.B. +3 more
core
Heatwaves have intensified under a warming climate, producing substantial environmental and societal impacts. This study characterizes heatwave regimes in two contrasting regions of Mexico using a percentile‐based threshold and a Poisson distribution framework.
Jorge Cortés‐Ramos +6 more
wiley +1 more source
Artificial Intelligence for Mechanical Ventilation: A Transformative Shift in Critical Care
With the large volume of data coming from implemented technologies and monitoring systems, intensive care units (ICUs) represent a key area for artificial intelligence (AI) application. Despite the last decade has been marked by studies focused on the use of AI in medicine, its application in mechanical ventilation management is still limited ...
Giovanni Misseri +4 more
openaire +2 more sources
Early discharge after paediatric liver biopsy: A prospective observational study
Abstract Objective To evaluate the safety of early discharge after percutaneous liver biopsy (PLB) in children using prospective bleeding risk stratification. Methods In this prospective observational cohort study, paediatric patients scheduled for PLB were stratified into low‐ and high‐risk groups based on bleeding history and laboratory values.
Fie Brantbjerg Tinning +4 more
wiley +1 more source
Early enteral nutrition and neurodevelopment in very low birth weight preterm infants
Abstract Objective Very low birth weight (VLBW) preterm infants are at increased risk of neurodevelopmental impairment. Although human milk may promote brain development, the association between type of feeding at discharge and neurodevelopmental outcomes remains uncertain.
Serafina Perrone +7 more
wiley +1 more source

