Latest AI and machine learning research in critical care for healthcare professionals.
Document Question Answering (DocQA) is a very common task. Existing methods using Large Language M...
The fusion of Large Language Models with vision models is pioneering new possibilities in user-int...
Artificial Intelligence (AI) is revolutionizing emergency medicine by enhancing diagnostic process...
Sepsis is a life-threatening condition which requires rapid diagnosis and treatment. Traditional m...
Multi-modal time series analysis has recently emerged as a prominent research area in data mining,...
Recent advances in multi-modal large language models (MLLMs) have demonstrated strong performance ...
The widespread adoption of Large Language Models (LLMs) and LLM-powered agents in multi-user setti...
We developed and validated TRisk, a Transformer-based AI model predicting 36-month mortality in he...
With the continuous advancement of human exploration into deep space, intelligent perception and h...
Federated learning (FL) enables the collaborative training of deep neural networks across decentra...
The prediction of nanoparticles (NPs) distribution is crucial for the diagnosis and treatment of t...
This study reports the findings of qualitative interview sessions conducted with ICU clinicians fo...
Network pharmacology (NP) explores pharmacological mechanisms through biological networks. Multi-o...
All-in-One Degradation-Aware Fusion Models (ADFMs), a class of multi-modal image fusion models, ad...
Patient-ventilator asynchrony (PVA) is a common and critical issue during mechanical ventilation, ...
Acute brain dysfunction (ABD) is a common, severe ICU complication, presenting as delirium or coma...
Retinal vessel segmentation is critical for diagnosing ocular conditions, yet current deep learnin...
Automatic medical report generation supports clinical diagnosis, reduces the workload of radiologi...
While previous multimodal slow-thinking methods have demonstrated remarkable success in single-ima...
Septic acute respiratory distress syndrome (ARDS) is a complex and noteworthy type, but its molecula...
Individual treatment effect (ITE) estimation is to evaluate the causal effects of treatment strate...