KG4Diagnosis: A Hierarchical Multi-Agent LLM Framework with Knowledge Graph Enhancement for Medical Diagnosis [PDF]
Integrating 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
Polyamide 12 powder nanoadditivated with laser‐synthesized silver nanoparticles is deposited and sintered on polymer parts via EPA‐PBF‐LB/P. The thin surface coating (140 µm) inhibits E. coli and S. aureus bacteria growth and significantly increases the UV light absorption, whereas the mechanical and thermal properties remain unchanged due to minimal ...
Jan Lino Kricke+9 more
wiley +1 more source
Optical Microfiber Biomedical Sensors: Classification, Applications, and Future Perspectives
This review delves deeply into the various types of optical microfiber biosensors, grounded firmly in their fundamental principles, and underscores their indispensable roles in pushing forward biomedical advancements. It examines the latest advancements, challenges faced by these biosensors in practical applications, future directions, breakthroughs ...
Lili Liang+5 more
wiley +1 more source
CliBench: A Multifaceted and Multigranular Evaluation of Large Language Models for Clinical Decision Making [PDF]
The 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
Latest Progress on Tuberculosis and HIV Co‐Infection: A Closer Look at People of Different Ages
Tackling the problem of tuberculosis (TB) and human immunodeficiency virus (HIV) co‐infection is a serious global health concern affecting people of all ages. This review presents the characteristics of both diseases, current treatment and diagnostic guidelines, associated problems, innovations in disease management, and overall effects on global ...
Anna Yusuf Aliyu, Oluwatoyin A. Adeleke
wiley +1 more source
A case report of Mpox (Monkeypox) in male traveler
Salma AlBahrani+3 more
doaj
Achieving Optimal Health With Host‐Directed Therapies (HDTs) in Infectious Diseases—A New Horizon
Host‐directed therapies (HDTs) represent a transformative approach in infectious disease management by targeting host factors to enhance immune responses and inhibit viral replication. This innovative strategy leverages advanced genomics and gene editing technologies, offering promising avenues for improved patient outcomes and a new horizon in ...
Amol D. Gholap+10 more
wiley +1 more source
Chronic eosinophilic pneumonia: clinical perspectives
Matthew Crowe,1 Drew Robinson,2 Malvika Sagar,3 Li Chen,4 Shekhar Ghamande1 1Department of Medicine, Division of Pulmonary and Critical Care, Baylor Scott and White Medical Center, Temple, TX, USA; 2Department of Medicine, Baylor Scott and White Medical
Crowe M+4 more
doaj
Clinically Relevant Metallic Nanoparticles in Tuberculosis Diagnosis and Therapy
Tuberculosis (TB) remains a global health challenge, with drug‐resistant strains exacerbating the issue. Metallic nanoparticles (MNPs) show promise in TB diagnosis as sensor probes and in combination therapy with antimycobacterial drugs, requiring further pre‐clinical and clinical research for clinical translation.
Christianah Aarinola Akinnawo+1 more
wiley +1 more source
High-precision medical speech recognition through synthetic data and semantic correction: UNITED-MEDASR [PDF]
Automatic Speech Recognition (ASR) systems in the clinical domain face significant challenges, notably the need to recognise specialised medical vocabulary accurately and meet stringent precision requirements. We introduce United-MedASR, a novel architecture that addresses these challenges by integrating synthetic data generation, precision ASR fine ...
arxiv