J. G. Lu
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View article: Mining Social Determinants of Health for Heart Failure Patient 30-Day Readmission via Large Language Model
Mining Social Determinants of Health for Heart Failure Patient 30-Day Readmission via Large Language Model Open
Heart Failure (HF) is one of the leading causes of rehospitalization in the United States. While Social Determinants of Health (SDOH) play critical roles in health outcomes, they are often underrepresented in structured electronic health r…
View article: KERAP: A Knowledge-Enhanced Reasoning Approach for Accurate Zero-shot Diagnosis Prediction Using Multi-agent LLMs
KERAP: A Knowledge-Enhanced Reasoning Approach for Accurate Zero-shot Diagnosis Prediction Using Multi-agent LLMs Open
Medical diagnosis prediction plays a critical role in disease detection and personalized healthcare. While machine learning (ML) models have been widely adopted for this task, their reliance on supervised training limits their ability to g…
View article: Mining Social Determinants of Health for Heart Failure Patient 30-Day Readmission via Large Language Model
Mining Social Determinants of Health for Heart Failure Patient 30-Day Readmission via Large Language Model Open
Heart Failure (HF) affects millions of Americans and leads to high readmission rates, posing significant healthcare challenges. While Social Determinants of Health (SDOH) such as socioeconomic status and housing stability play critical rol…
View article: Unveiling Advanced Frequency Disentanglement Paradigm for Low-Light Image Enhancement
Unveiling Advanced Frequency Disentanglement Paradigm for Low-Light Image Enhancement Open
Previous low-light image enhancement (LLIE) approaches, while employing frequency decomposition techniques to address the intertwined challenges of low frequency (e.g., illumination recovery) and high frequency (e.g., noise reduction), pri…
View article: Fabrication of tetraethyl orthosilicate/ethanol–water surfactant-free microemulsions and their applications in self-templating synthesis of monodispersed silica colloidal spheres
Fabrication of tetraethyl orthosilicate/ethanol–water surfactant-free microemulsions and their applications in self-templating synthesis of monodispersed silica colloidal spheres Open
There is a clear correlation between silica morphologies and mesostructures of SFMEs.