What's new in ICU in 2050: big data and machine learning

Association of Positive airway pressure adherence with mortality and cardiovascular events in high vs low risk sleep apnoea patients.

The European respiratory journal·2026

Intracranial pressure physiology, monitoring and individualized management in the acute brain injured patient.

Intensive care medicine·2026

Home blood pressure monitoring completion rates and continuous positive airway pressure adherence during the first six months following CPAP initiation: An exploratory, observational study.

Sleep medicine·2026

Anthropometric indices with high sensitivity for moderate-to-severe obstructive sleep Apnea: A sex-stratified diagnostic accuracy study based on the ESADA cohort.

Sleep medicine·2026

Clinical profile of responders to adaptive servo-ventilation: a cluster analysis from the READ-ASV European cohort.

Sleep medicine·2026

Hypnodensity sleep metrics from fingertip photoplethysmography are better associated with daytime sleepiness and fatigue than traditional metrics from polysomnography.

Pulmonology·2026

Corticosteroids in ARDS: old controversies, new insights, and future directions.

Intensive care medicine·2026

Decades of intensive care medicine trials: what randomised evidence has changed, corrected, and still questions to resolve.

Intensive care medicine·2026

Ultra-early versus early adjunctive vasopressin initiation after norepinephrine escalation in septic shock: a target trial emulation.

Intensive care medicine·2026

STARDaki: a consensus-based STARD extension for standardized reporting of diagnostic accuracy in acute kidney injury.

Intensive care medicine·2026

Prone positioning in ARDS.

Intensive care medicine·2026

OphthoChat: A HIPAA-Compliant, Artificial Intelligence-Driven Natural-Language Chatbot for Ophthalmic Electronic Medical Record Querying and Analysis.

Ophthalmology science·2026

A Locally Executed Agentic Artificial Intelligence Framework for Deduplication, Screening, and Structured Data Extraction in Spine Surgery Systematic Reviews: A PRISMA-Transparent Reporting of Artificial Intelligence in Comprehensive Evidence Synthesis-Compliant Evaluation.

JB & JS open access·2026

Passive non-line-of-sight imaging with diffuse-aware attention-enhanced encoding.

Optics express·2026

Analyzing Frequency-Space-Time EEG Signatures via Interpretable Neural Networks: A Simulation Study.

IEEE transactions on bio-medical engineering·2026

Range-FDSeg: LiDAR semantic segmentation based on fusion interactive learning and dynamic sampling for autonomous driving scenarios.

Applied optics·2026

A fused attention-based hybrid model for semi-supervised medical image segmentation.

Biomedical engineering advances·2026

Related Experiment Videos

What's new in ICU in 2050: big data and machine learning

Related Concept Videos

Association of Positive airway pressure adherence with mortality and cardiovascular events in high vs low risk sleep apnoea patients.

Intracranial pressure physiology, monitoring and individualized management in the acute brain injured patient.

Home blood pressure monitoring completion rates and continuous positive airway pressure adherence during the first six months following CPAP initiation: An exploratory, observational study.

Anthropometric indices with high sensitivity for moderate-to-severe obstructive sleep Apnea: A sex-stratified diagnostic accuracy study based on the ESADA cohort.

Clinical profile of responders to adaptive servo-ventilation: a cluster analysis from the READ-ASV European cohort.

Hypnodensity sleep metrics from fingertip photoplethysmography are better associated with daytime sleepiness and fatigue than traditional metrics from polysomnography.

Corticosteroids in ARDS: old controversies, new insights, and future directions.

Decades of intensive care medicine trials: what randomised evidence has changed, corrected, and still questions to resolve.

Ultra-early versus early adjunctive vasopressin initiation after norepinephrine escalation in septic shock: a target trial emulation.

STARDaki: a consensus-based STARD extension for standardized reporting of diagnostic accuracy in acute kidney injury.

Prone positioning in ARDS.

OphthoChat: A HIPAA-Compliant, Artificial Intelligence-Driven Natural-Language Chatbot for Ophthalmic Electronic Medical Record Querying and Analysis.

A Locally Executed Agentic Artificial Intelligence Framework for Deduplication, Screening, and Structured Data Extraction in Spine Surgery Systematic Reviews: A PRISMA-Transparent Reporting of Artificial Intelligence in Comprehensive Evidence Synthesis-Compliant Evaluation.

Passive non-line-of-sight imaging with diffuse-aware attention-enhanced encoding.

Analyzing Frequency-Space-Time EEG Signatures via Interpretable Neural Networks: A Simulation Study.

Range-FDSeg: LiDAR semantic segmentation based on fusion interactive learning and dynamic sampling for autonomous driving scenarios.

A fused attention-based hybrid model for semi-supervised medical image segmentation.

Related Experiment Videos

What's new in ICU in 2050: big data and machine learning

Related Concept Videos

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