KG4Diagnosis: A Hierarchical Multi-Agent LLM Framework with Knowledge Graph Enhancement for Medical Diagnosis [PDF]
arXivIntegrating Large Language Models (LLMs) in healthcare diagnosis demands systematic frameworks that can handle complex medical scenarios while maintaining specialized expertise. We present KG4Diagnosis, a novel hierarchical multi-agent framework that combines LLMs with automated knowledge graph construction, encompassing 362 common diseases across ...
arxiv
End of Life Care Practices for Patients Who Die in Intensive Care Units (ICU) [PDF]
, 2017 Today, one in five hospital deaths happens in the intensive care unit with the expectation of twice as many by 2030. Increasing, mortality has triggered a growing attention to end-of-life (EOL) care in the ICU.
Ghabeljoo, Jila
core +1 more source
Multiplexed Bio‐detection on an Interferometric Optical Waveguide Assembly
Advanced Materials Interfaces, EarlyView.Multiplexed remote bio‐detection is demonstrated through an image conduit composed of 3012 individual cores and coated with interferometric layers. The proof of concept of biodetection is performed through the kinetic monitoring of two complementary DNA strands hybridization paving the way for applications in multiplex in situ biosensing, and ...
Oleksii Bratash +6 more
wiley +1 more source
Current Advances of Antibacterial Biomaterials for Bone Regeneration
Advanced Materials Interfaces, EarlyView.Effective treatment of infectious bone defects requires not only robust bone regeneration, but also the elimination of bacterial infection. This review highlights current cutting‐edge concepts and innovations in synthetic bone repair biomaterials and antibacterial bone repair materials, aiming to promote clinical translation and inspire broader ...
Xueping Kong +3 more
wiley +1 more source
Performance of Large Language Models in Supporting Medical Diagnosis and Treatment [PDF]
arXivThe integration of Large Language Models (LLMs) into healthcare holds significant potential to enhance diagnostic accuracy and support medical treatment planning. These AI-driven systems can analyze vast datasets, assisting clinicians in identifying diseases, recommending treatments, and predicting patient outcomes. This study evaluates the performance
arxiv
A Pre-Katrina Look At the Health Care Delivery System for Low-Income People in New Orleans [PDF]
, 2006 Provides an overview of the public safety net structure, and how health care was delivered to the low-income and uninsured residents of New Orleans before Hurricane Katrina.
core
Progress and Application of Multifunctional Hydrogel in Radioactive Skin Injury
Advanced Materials Interfaces, EarlyView.This review examines healing challenges in radiation‐wound injuries, where ionizing radiation impairs immune and tissue repair processes. Hydrogels, with their biocompatibility, antimicrobial properties, and drug delivery capabilities, present a transformative solution. It compares hydrogel efficacy in radiation‐induced versus common wounds, highlights
Xinyue Cui +5 more
wiley +1 more source
A case report of Mpox (Monkeypox) in male traveler
New Microbes and New Infections, 2023 Salma AlBahrani +3 more
doaj
CliBench: A Multifaceted and Multigranular Evaluation of Large Language Models for Clinical Decision Making [PDF]
arXivThe integration of Artificial Intelligence (AI), especially Large Language Models (LLMs), into the clinical diagnosis process offers significant potential to improve the efficiency and accessibility of medical care. While LLMs have shown some promise in the medical domain, their application in clinical diagnosis remains underexplored, especially in ...
arxiv
Understanding the Workforce Needs of New Jersey's Public Health and Other Disaster Management Employers [PDF]
, 2008 This report explores the priority workforce needs of New Jersey's public disaster management system. An advisory group of disaster management-related employers from law enforcement and state and local public health systems and educational institutions ...
Aaron Fichtner +2 more
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