AI Medical Compendium

How can hydrological connectivity inform catchment scale stormwater flood management?

Water research Mar 16, 2026

Landscape-based stormwater solutions can attenuate runoff locally, yet translating hydrological benefits into catchment-scale flood mitigation often remains difficult. This shortfall reflects a current site-focused paradigm that overlooks the role of... read more

A smart colorimetric film coupling deep eutectic solvents and deep learning for real-time Salmon freshness monitoring.

Food chemistry Mar 16, 2026

Effective freshness monitoring is essential for aquatic products to ensure food safety and reduce waste. To overcome the limitations of stability and sensitivity in colorimetric films, we developed a novel composite film by integrating a tannic acid-... read more

Artificial intelligence and automation bias: A perspective from residency training.

Clinical imaging Mar 16, 2026

Ultrasonic-assisted extraction, purification, identification, and bioactivity evaluation of phlorotannins from Sargassum fusiforme: A comparative study of RSM and SVM-GA.

Ultrasonics sonochemistry Mar 16, 2026

Sargassum fusiforme is a medicinal and edible species present in China, Korea, and Japan, and its phlorotannins are considered valuable bioactive components. Response surface methodology (RSM) and a support vector machine integrated with a genetic al... read more

Composite pathway-guided Cox modeling for interpretable survival prediction in breast cancer.

Journal of biomedical informatics Mar 16, 2026

Accurate survival prediction in breast cancer is essential for patient risk stratification and personalized treatment planning. Although transcriptomic data offer valuable insights into tumor biology, existing predictive models often suffer from poor... read more

A review on molecular crosstalk: Bioactive polysaccharides and gut microbiota in type 2 diabetes-Pathways, signaling, and therapeutic translation.

International journal of biological macromolecules Mar 16, 2026

Type 2 diabetes mellitus (T2D) is a chronic metabolic disorder characterized by insulin resistance, impaired glucose homeostasis, and low-grade inflammation, in which gut microbiota dysbiosis plays a pivotal role in disease progression. Natural bioac... read more

Spatial Modeling of Anthrax Risk in India's Agro-Climatic Zones: A Future Perspective.

Acta tropica Mar 16, 2026

Climate change is altering ecosystems, posing a risk of major impact for both human and animal health. Emerging zoonotic diseases, such as anthrax, are particularly vulnerable to changes in climate and biodiversity. anthrax, a classic zoonotic diseas... read more

Ganglioside-Mediated Neural-Acinar Crosstalk Facilitates Pancreatic Carcinogenesis via Metaplastic Niche Remodeling.

Gastroenterology Mar 16, 2026

BACKGROUND & AIMS: Neural networks constitute a crucial component of the tumor microenvironment that remains underexplored in pancreatic carcinogenesis. This study systematically investigated the reciprocal interactions between acinar-to-ductal metap... read more

Integrated molecular and clinical profiling of primary mitochondrial oxidative phosphorylation disorders in an Indian cohort: Insights from genetics, neuroimaging, and machine learning.

Mitochondrion Mar 16, 2026

Primary mitochondrial disorders are clinically and genetically heterogeneous and remain underdiagnosed in resource-limited settings. We performed a retrospective observational study (March 2016- January 2024) at a tertiary neurology center in Eastern... read more

Joint effects of physical activity and diet quality on depressive symptoms and all-cause mortality in adults with diabetes: NHANES 2007-2018.

Journal of affective disorders Mar 16, 2026

Depressive symptoms are common among adults with diabetes and are associated with adverse clinical outcomes, including mortality. Evidence from general populations suggests that physical activity (PA) and diet quality (DQ) may have a joint relationsh... read more

Artificial Intelligence Medical Compendium