AI Medical Compendium

Explainable machine learning with routine biomarkers identifies culture-defined bacteremic urosepsis.

Scientific reports Mar 4, 2026

Urosepsis is a severe complication of urinary tract infection (UTI) and may lead to organ dysfunction and death. Early identification remains challenging at initial presentation, highlighting the need for improved risk stratification using routinely ... read more

Interpretable ESG-sentiment hybrid deep learning for asset return forecasting with quantified interactions and latency-aware deployment.

Scientific reports Mar 4, 2026

Accurate forecasting of financial time series increasingly relies on alternative data such as environmental, social and governance (ESG) scores and news-based sentiment, yet the way these signals interact and when they actually improve forecasts is s... read more

Radiology AI makes consistent diagnoses using 3D images from different health centres.

Nature Mar 4, 2026

AI can write genomes - how long until it creates synthetic life?

Nature Mar 4, 2026

Deep learning for vessel segmentation and flow analysis to identify clusters associated with adverse outcomes in a fontan patient registry.

Scientific reports Mar 4, 2026

Cut instance mixing: A domain-specific data augmentation method applied to gastrointestinal lesion detection.

Scientific reports Mar 4, 2026

Magnification-independent breast cancer diagnosis using a GWO-enhanced vision transformer with multi-stage stain normalization.

Scientific reports Mar 4, 2026

Breast cancer diagnosis from histopathological images remains a critical yet challenging task due to staining variability, magnification differences, and complex tissue morphology. This study presents a comprehensive preprocessing, balancing, and cla... read more

Genome modelling and design across all domains of life with Evo 2.

Nature Mar 4, 2026

All of life encodes information with DNA. Although tools for genome sequencing, synthesis and editing have transformed biological research, we still lack sufficient understanding of the immense complexity encoded by genomes to predict the effects of ... read more

Advancing operational global aerosol forecasting with machine learning.

Nature Mar 4, 2026

Aerosol forecasting is important for air-quality management, health risk assessment and climate change mitigation1,2. However, it is more complex than weather forecasting, owing to the interactions between aerosol physicochemical processes and atmosp... read more

Cell-free chromatin state tracing reveals disease origin and therapy responses.

Nature Mar 4, 2026

Cell-free DNA in blood originates from fragmented chromatin released by dying cells from both healthy and diseased tissues1,2. These fragments carry rich molecular modalities that can reveal pathological alterations in tissues of origin3-10. Here we ... read more

Artificial Intelligence Medical Compendium

Explainable machine learning with routine biomarkers identifies culture-defined bacteremic urosepsis.

Interpretable ESG-sentiment hybrid deep learning for asset return forecasting with quantified interactions and latency-aware deployment.

Radiology AI makes consistent diagnoses using 3D images from different health centres.

AI can write genomes - how long until it creates synthetic life?

Deep learning for vessel segmentation and flow analysis to identify clusters associated with adverse outcomes in a fontan patient registry.

Cut instance mixing: A domain-specific data augmentation method applied to gastrointestinal lesion detection.

Magnification-independent breast cancer diagnosis using a GWO-enhanced vision transformer with multi-stage stain normalization.

Genome modelling and design across all domains of life with Evo 2.

Advancing operational global aerosol forecasting with machine learning.

Cell-free chromatin state tracing reveals disease origin and therapy responses.

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Artificial Intelligence Medical Compendium

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