AI Medical Compendium

Seasonal synergistic management of PM2.5-O3-CO2 in key Chinese cities: analysis integrating synergistic indexes and machine learning models.

Environmental monitoring and assessment Apr 22, 2026

China confronts dual environmental challenges: PM2.5-O3 synergistic pollution and mounting CO2 emissions, demanding a strategic shift from single-pollutant control to coordinated management. In response, this study develops a trivariate synergy index... read more

A Multicenter Prospective Study to Develop a Prediction Model for Postherpetic Neuralgia Using Clinical and Laboratory Indicators.

Pain and therapy Apr 22, 2026

INTRODUCTION: Postherpetic neuralgia (PHN) is the most common and difficult-to-treat complication of herpes zoster (HZ). This complication not only causes significant suffering but also imposes a substantial economic burden on patients. Early identif... read more

Rare-Earth High-Entropy Oxides: Bridging Energy Catalysis and Optoelectronic Innovation.

Topics in current chemistry (Cham) Apr 22, 2026

Rare-earth high-entropy oxides (RE-HEOs) represent a distinct class of entropy-stabilized ceramics in which multiple lanthanide cations occupy a common crystallographic sublattice, generating strong chemical disorder, lattice distortion, and complex ... read more

Physics-informed structural diagnostics of model-data agreement beyond scalar metrics.

Scientific reports Apr 22, 2026

Physics-informed machine-learning models increasingly incorporate physical laws and constraints to improve data efficiency and predictive robustness; yet their validation remains dominated by pooled scalar accuracy metrics that are largely insensitiv... read more

Artificial Intelligence-Driven Antimicrobial Peptide Discovery: Prediction, Generation, Mining and Optimization.

Probiotics and antimicrobial proteins Apr 22, 2026

Towards Safer Antimicrobial Peptide Therapeutics: A Predictive-Generative Framework Targeting ESKAPE Pathogens.

Probiotics and antimicrobial proteins Apr 22, 2026

Predictive control of earth pressure balance in shield tunneling using a hybrid learning approach.

Scientific reports Apr 22, 2026

Existing machine learning-based predictive control systems for chamber pressure face limitations such as improper reference setting, weak dynamic adaptability, and suboptimal parameter tuning. This study proposes a predictive control framework that i... read more

ST-DTGCN: spatiotemporal forecasting with dynamic transformer and graph convolution networks.

Scientific reports Apr 22, 2026

Comparative study on the predictive value of PNI and GNRI for all-cause mortality rates of elderly patients in cardiac care unit and cardiovascular intensive care unit.

European journal of clinical nutrition Apr 22, 2026

BACKGROUND: The prognostic nutritional index (PNI) and geriatric nutritional risk index (GNRI) are reliable alternative biomarkers of nutrition. However, the relationship between nutritional indicators and mortality of elderly patients in the cardiac... read more

Multimodal clinical-imaging deep learning model for predicting refractory hypersplenism after liver transplantation.

Scientific reports Apr 22, 2026

Artificial Intelligence Medical Compendium

Seasonal synergistic management of PM2.5-O3-CO2 in key Chinese cities: analysis integrating synergistic indexes and machine learning models.

A Multicenter Prospective Study to Develop a Prediction Model for Postherpetic Neuralgia Using Clinical and Laboratory Indicators.

Rare-Earth High-Entropy Oxides: Bridging Energy Catalysis and Optoelectronic Innovation.

Physics-informed structural diagnostics of model-data agreement beyond scalar metrics.

Artificial Intelligence-Driven Antimicrobial Peptide Discovery: Prediction, Generation, Mining and Optimization.

Towards Safer Antimicrobial Peptide Therapeutics: A Predictive-Generative Framework Targeting ESKAPE Pathogens.

Predictive control of earth pressure balance in shield tunneling using a hybrid learning approach.

ST-DTGCN: spatiotemporal forecasting with dynamic transformer and graph convolution networks.

Comparative study on the predictive value of PNI and GNRI for all-cause mortality rates of elderly patients in cardiac care unit and cardiovascular intensive care unit.

Multimodal clinical-imaging deep learning model for predicting refractory hypersplenism after liver transplantation.

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