Latest AI and machine learning research in intensivists for healthcare professionals.
Early prediction of respiratory failure is critical for timely clinical intervention in intensive ca...
Despite strong predictive results in the clinical machine learning literature, the translation of th...
Background Patients worldwide receive healthcare in many languages, yet medical AI systems are valid...
Ensemble disagreement is widely used as a proxy for epistemic uncertainty in medical image segmentat...
Background: Meningiomas are the most common primary intracranial tumors in adults, and volumetric as...
The mechanical behavior of right ventricular (RV) myocardium is governed by its anisotropic microstr...
Sepsis management in the ICU requires sequential treatment decisions under rapidly evolving patient ...
Text- and image-conditioned video generation models have achieved strong visual fidelity and tempora...
Intensive Care Unit (ICU) readmissions are associated with adverse clinical outcomes and increased h...
Single-model ensembles (SMEs) have attracted attention as a way to approximate some of the benefits ...
We present Clin-JEPA, a multi-phase co-training framework for joint-embedding predictive (JEPA) pret...
Background: Machine learning models for intensive care unit (ICU) mortality prediction achieve stron...
Continuous monitoring of Arterial Blood Pressure (ABP) in critically ill patients requires invasive ...
We present a suite of foundational, outcome prediction models for critically ill patients, developed...
Sepsis is a leading cause of in-hospital mortality, yet systematically evaluating temporal adherence...
Multimodal clinical records contain structured measurements and clinical notes recorded over time, o...
Timely and interpretable early warning of sepsis remains a major clinical challenge due to the compl...
Wastewater treatment plants (WWTPs) need digital-twin-style decision support tools that can simulate...
Human-object interaction (HOI) detection aims to detect interactions between humans and objects in i...
Semiconductor failure analysis (FA) requires engineers to examine inspection images, correlate equip...
Background: The Therapeutic Distance framework (Paper 1) achieved AUC 0.61 for orbit-based mortality...