Latest AI and machine learning research in critical care for healthcare professionals.
Embodied coding agents construct robot policies from natural-language instructions by generating exe...
Retrieval-augmented generation (RAG) is a widely used approach for grounding large language models (...
Foundation models can generate scientific code, but authoring a scientific simulator (an executable ...
Time-series data are often sampled irregularly at high frequencies and exhibit long-range dependenci...
Enlarged perivascular spaces (PVS) visible in brain magnetic resonance imaging (MRI) are increasingl...
Accurate prediction of adverse events in the intensive care unit (ICU) following cardiothoracic surg...
Sepsis causes approximately 11 million deaths globally each year. Whole-genome sequencing (WGS) of f...
Tabular foundation models are used as off-the-shelf predictors for heterogeneous tabular tasks, but ...
Multi-agent systems (MAS) are increasingly used to automate enterprise workflows involving multiple ...
Continuous-time sensing and monitoring with timely and accurate decision-making are critical for man...
Patient knowledge graphs from bedside monitoring should type their relations and state whether the d...
Quantitative evaluation of generative models for radiology remains challenging. Clinically relevant ...
Speech-breath segmentation is a fundamental preprocessing step in respiratory audio analysis, enabli...
Hi-OPD addresses a failure mode left uncontrolled by flat open-prompt training: descendant retrieval...
Clinical multimodal models must often predict before all chest X-ray (CXR) and electronic health rec...
Counterfactual simulation with a clinical world model means fixing a patient's history, changing the...
Defensive survival behaviors are shaped by both danger attributes and internal physiological states....
Machine learning can be crucial to help scale complex signal processing applications in scenarios su...
Sepsis and heart failure share early-warning physiology but require divergent treatments, complicati...
The heightened prevalence of respiratory disorders, particularly exacerbated by a significant upswin...
Rapid evaluation of many simultaneous road-link disruptions requires a practical compromise between ...