Latest AI and machine learning research in critical care for healthcare professionals.
Around 10% of newborns require some help to initiate breathing, and 5\% need ventilation assistanc...
In the early stages of architectural design, shoebox models are typically used as a simplified rep...
The complementary information found in different modalities of patient data can aid in more accurate...
Multi-omics data often suffer from the "big $p$, small $n$" problem where the dimensionality of feat...
The issue of failed weaning is a critical concern in the intensive care unit (ICU) setting. This s...
Hypertensive retinopathy (HR) is a severe eye disease that may cause permanent vision loss if not ...
Deploying depth estimation networks in the real world requires high-level robustness against vario...
Expert radiologists visually scan Chest X-Ray (CXR) images, sequentially fixating on anatomical st...
In biomedical research and other fields, it is now common to generate high content data that are b...
The multivariate, asynchronous nature of real-world clinical data, such as that generated in Inten...
Next-generation mixed-criticality Systems-on-chip (SoCs) for robotics, automotive, and space must ...
Motivation: Biomedical studies increasingly produce multi-view high-dimensional datasets (e.g., mu...
Background: The search for new biomarkers that allow an early diagnosis in sepsis has become a nec...
This paper introduces Multi-Modal Retrieval-Augmented Generation (M^2RAG), a benchmark designed to...
In low-income and resource-limited countries, distinguishing COVID-19 from other respiratory disease...
Heart failure is one of the leading causes of death worldwide, with millons of deaths each year, a...
In critical care settings, where precise and timely interventions are crucial for health outcomes,...
Multi-modal Large Language Models (MLLMs) are capable of precisely extracting high-level semantic ...
Sampling from diffusion models involves a slow iterative process that hinders their practical depl...
Predicting medical events in advance within critical care settings is paramount for patient outcom...
Conversational query clarification enables users to refine their search queries through interactiv...