Knowledge Tree
Clinical decision support systems
Also known as: CDSS, clinical decision support
Facts (9)
Sources
Medical Hallucination in Foundation Models and Their ... medrxiv.org Mar 3, 2025 3 facts
claimRetrieval-augmented generation (RAG) has been adopted for various medical applications, including patient education (Wang et al., 2024), doctor education (Yu et al., 2024), and clinical decision support (Wang et al., 2024).
procedureConsistency Analysis uses Natural Language Inference (NLI) and Question-Answer Consistency techniques to detect Decision-Making Hallucinations and Diagnostic Hallucinations in Clinical Decision Support Systems (CDSS) and Electronic Health Record (EHR) Management.
claimFoundation models, including Large Language Models (LLM) and Large Vision Language Models (VLM), are used in healthcare for clinical decision support, medical research, and improving healthcare quality and safety.
A survey on augmenting knowledge graphs (KGs) with large ... link.springer.com Nov 4, 2024 1 fact
claimClinical decision support systems (CDSS) utilize Knowledge Graphs to integrate patient data with medical literature, clinical guidelines, and drug information, enabling healthcare providers to make more informed decisions.
Construction of intelligent decision support systems through ... - Nature nature.com Oct 10, 2025 1 fact
claimThe knowledge graph structure is connected to facilitate semantic traversal for clinical decision support queries.
Medical Hallucination in Foundation Models and Their Impact on ... medrxiv.org Nov 2, 2025 1 fact
claimFoundation models are increasingly used in healthcare for clinical decision support, medical research, and health-system operations.
Reference Hallucination Score for Medical Artificial ... medinform.jmir.org Jul 31, 2024 1 fact
referenceOzmen B, Singh N, Shah K, Berber I, Singh D, Pinsky E, Schulz S, Bishop S, Bernard S, Djohan R, and Schwarz G developed MicroRAG, a novel artificial intelligence retrieval-augmented generation model designed for microsurgery clinical decision support, as published in Microsurgery in 2025.
Enterprise AI Requires the Fusion of LLM and Knowledge Graph linkedin.com Jan 2, 2025 1 fact
claimAI agents can be applied to clinical decision support, patient summarization, clinical trial matching, and prior authorization in healthcare.
Practices, opportunities and challenges in the fusion of knowledge ... frontiersin.org 1 fact
claimLarge Language Models cannot reliably reconstruct the logical chain connecting input premises to final predictions, which is a critical shortfall for Human-Machine Interaction (HMI) applications requiring auditability, such as clinical decision support systems.