Back to search

Article

Interoperable web platform based on large language models for medicals data analysis

2025-04-03

Abstract excerpt

<title>Abstract</title> <p>This paper introduces an interoperable web platform for managing medical data, prioritizing security, and integration of information from multiple sources using FHIR (Fast Healthcare Interoperability Resources). The objective is to optimize medical record analysis with artificial intelligence (AI) and machine learning, offering automatic alerts and preventive recommendations while compl...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work
6f8ba291-9560-580d-8d3a-3788a92bb205
DOI
10.21203/rs.3.rs-5815389/v1
Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest
Interactive article relationship graphSelect a related publication card to move it into the centre and load its closest explainable connections. Solid lines are source-backed structured connections. Dashed lines are semantic discovery signals and are not scientific evidence.
Interoperable web platform based on large language models for medicals data analysisDOI 10.21203/rs.3.rs-5815389/v1
FHIR-RAG-MEDS: Integrating HL7 FHIR with Retrieval-Augmented Large Language Models for Enhanced Medical Decision SupportSemantic proximity
From Digital Health to Intelligent Health: Redefining Hospital Information Architecture in the Era of Large Language ModelsSemantic proximity
Evaluation of Care Quality for Atrial Fibrillation Across Non-Interoperable Electronic Health Record Data using a Retrieval-Augmented Generation-enabled Large Language ModelSemantic proximity
Privacy-PreservingLLM Middleware in LIS: Edge-Computing for Coagulation InterpretationUnder High-Dimensional NoiseSemantic proximity
AI-Enabled Public Health Agent for SupportingFrontline Healthcare Workers in Primary CareSettings: Design, Evaluation, and Decision SupportSemantic proximity
Real World Performance of the 21st Century Cures Act Population Level Application Programming InterfaceSemantic proximity
A Clinical Decision Support System for Post-Surgical Cardiovascular Remote MonitoringSemantic proximity
A Scalable Framework for Benchmarking Embedding Models for Semantic Medical TasksSemantic proximity
TurkishMedLLM: A Source-Grounded and Safety-Aware Turkish Medical LLM for Clinical Decision Support and Digital Health ApplicationsSemantic proximity
Enhancing Clinical Data Retrieval with Smart Watchers: A NiFi-based ETL Pipeline for Elasticsearch QueriesSemantic proximity
Multimodal Decision Support System for Improved Diagnosis and Healthcare Decision MakingSemantic proximity
A Simple, Privacy-Preserving Multimodal Stacking System for Clinical Progression Prediction in Low-Resource Rare DiseasesSemantic proximity
Select a neighboring publication to make it the new centre.