A 3 months study conducted in the intensive care unit (ICU) in Japan, revealed that healthcare workers experience reduced environmental satisfaction and concentration due to lack of natural light and excessive ambient noise. When designing ICUs, architects should focus on increasing natural light and mitigating noise. These factors could help enhance healthcare worker satisfaction, productivity, and quality of patient care.

The iMetaMed framework illustrates the integrative vision for medicine by dissolving disciplinary boundaries. Four major modules are highlighted: (1) Molecular & Computational Frontiers, represented by AlphaFold3 protein structure prediction (precision diagnostics), GeneCompass federated learning, and single-cell transcriptome integration; (2) AI-Enabled Clinical Translation, including AI-driven drug discovery, virtual cell modeling, and generative virtual staining; (3) Data Science & Infrastructure, featuring big data methodologies, dual-axis slicing, semantic dictionaries, and accelerated Biobank data extraction; and (4) Health Systems & Public Impact, encompassing telemedicine applications, open science, transparent peer review, multilingual dissemination, and diversity-oriented equity frameworks. At the core, iMetaMed envisions a seamless continuum from molecules to clinical practice, population health, and policy—transforming information abundance into actionable breakthroughs for global health.

An increase in nitrogen dioxide (NO₂) levels in the air is associated with a 7% rise in the risk of cardiac arrest over four days. Particulate matter (PM₂.₅ and PM₁₀) elevates the risk on the same day as the peak.