Public Health & Policy

Environmental Health

Latest AI and machine learning research in environmental health for healthcare professionals.

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Drug-induced multisystem syndromes: An overlooked challenge in pharmacovigilance.

BackgroundDrug-Induced Multisystem Syndromes (DIMS) represent a clinically significant yet under-recognized group of delayed immune-mediated adverse drug reactions characterized by heterogeneous clinical presentations, diagnostic uncertainty, and substantial morbidity. Drug Reaction with Eosinophilia and Systemic Symptoms (DRESS) and Drug-Induced Hypersensitivity Syndrome (DIHS) are prototypical c...

Jun 15 2026 42294973

Environmental Heavy Metal Pollution Disrupts Heading in Major Cereal Crops: Mechanisms and Implications for Food Security.

Heavy-metal contamination threatens cereal food security through a dual pathway: it destabilizes reproductive development around heading and increases toxic-element transfer into edible grain. This review synthesizes evidence for rice, wheat, maize, and selected secondary cereals, with maize tasseling/silking treated as the functional analogue of heading. Across cadmium, arsenic, lead, chromium, n...

Jun 15 2026 42297270
Machine-learning-guided inverse design of lead-free relaxors enabled by multimodal literature mining.

Lead-free relaxors combining high permittivity with thermal robustness are essential for integrated electronics and power systems operating at elevate...

Jun 15 2026 42297784
Hybrid genome‑scale metabolic modeling and machine learning reveal cost‑efficient strategies for phototrophic polyhydroxybutyrate production in Rhodopseudomonas palustris.

Plastic pollution from fossil-based materials is a major global environmental challenge. Microbially derived bioplastics, such as polyhydroxybutyrate ...

Jun 14 2026 42289249
Investigation of the molecular network underlying PET-MPs-induced inflammatory bowel disease via integrated machine learning and molecular docking approaches.

Polyethylene terephthalate microplastics (PET-MPs), as environmental contaminants, have raised significant concerns due to their potential toxicity, l...

Jun 14 2026 42289588
Coupling Hydrological Connectivity with Environmental Thresholds for Targeted Legacy Phosphorus Management in Subtropical Watersheds.

Legacy phosphorus (P) stored in soils from historical human activities can be remobilized under changing hydrological conditions, undermining water qu...

Jun 14 2026 42289885
Trends in vibrational spectroscopy on optical waveguides.

Vibrational spectroscopy, due to its inherent specificity in providing a spectral "fingerprint" of molecular composition, is an important tool to iden...

Jun 13 2026 42286361
Machine learning-assisted screening of natural product database for the identification of novel chalcone-based derivative as a potent DHODH inhibitor in cancer therapy.

BACKGROUND: Dihydroorotate dehydrogenase (DHODH), an important enzyme in de-novo pyrimidine synthesis, and its dysregulation has been frequently assoc...

Jun 12 2026 42283901
Regulatory patterns and driving factors of soil aggregates on the environmental behavior of heavy metals: A global study based on meta-analysis and machine learning.

Soil heavy metal (HM) pollution poses a global threat, yet the aggregate-governed relationships and mechanisms linking HM adsorption, distribution, an...

Jun 12 2026 42283938
An Ultrasoft Initiator-Free Eutectogel for Strain Sensing and Gesture Recognition Assisted by Machine Learning.

With the rapid development of Internet of Things and artificial intelligence technologies, flexible wearable sensors have shown great potential in hum...

Jun 12 2026 42284074
Understanding the importance of social and environmental stressors in predicting maternal sleep quality during late pregnancy.

Poor pregnancy sleep quality has been linked to adverse pregnancy and birth outcomes, particularly in late pregnancy when sleep symptoms worsen. We ai...

Jun 12 2026 42285248
Simulation of long-term spatio-temporal environmental dynamics using a unified benchmark of neighbor augmenting, LSTM and graph attention models.

Rapid environmental change has increased the need for predicting the long-term geospatial reliably. However, accurately modeling spatio-temporal geosp...

Jun 12 2026 42286150
Proteomics in environmental pollution research: Advances, challenges, and future directions.

Environmental proteomics has emerged as a powerful approach for elucidating the molecular mechanisms underlying pollutant-induced biological effects. ...

Jun 11 2026 42276166
Artificial intelligence in dermatology: Clinical promise and environmental impact.

Artificial intelligence (AI) is reshaping dermatology through diagnostic image analysis, clinical documentation, and patient communication tools. Howe...

Jun 10 2026 42274450
Assessing long-term spatiotemporal patterns of PM2.5 using hybrid geostatistical modeling.

Air pollution and fine particulate matter (PM2.5) pose significant environmental and public health challenges, particularly in rapidly urbanizing regi...

Jun 10 2026 42268431
Analysis of vehicle-related non-exhaust PM10 and emerging pollutants in Beijing with machine-learning.

With the growth of electric vehicles, non-exhaust PM10 is becoming the dominant contributor to vehicle-related particulate pollution and a source of e...

Jun 10 2026 42269508
Exploring the drivers of PM2.5 under different pollution durations using an advanced modeling framework in an industrial inland city of China.

Characterizing the dynamic evolution of fine particulate matter (PM2.5) across varying pollution persistence is vital for structural air quality manag...

Jun 10 2026 42269745
Regression based hybrid machine learning model performance evaluation on air quality index prediction in Kolkata.

Air pollution, especially elevated particulate matter concentrations, presents a substantial risk to public health and environmental sustainability in...

Jun 10 2026 42270759
Integrating google trends and hybrid statistical-machine learning models for dengue surveillance in an inland vietnamese province: a 94-month evaluation (2013-2021) with search-signal anomaly screening.

Dengue transmission in inland Southeast Asia shows strong seasonality and short-term surges that challenge timely public-health response. We assessed ...

Jun 8 2026 42258012
Microplastics across marine food webs: bioaccumulation, exposome interactions, and emerging oncogenic risks.

Microplastic pollution is a major environmental problem affecting ecosystems, wildlife and people worldwide. Microplastics are solid synthetic polymer...

Jun 6 2026 42249102
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