Work

Implementing Local Open-Source LLMs for Chatbot-Based Document Retrieval in a University Hospital

Year: 2026

Type: conference-paper

Abstract: Introduction: The integration of large language models (LLMs) into healthcare, with its strict data protection and security requirements, poses particular challenges, which is why powerful proprietary models such as ChatGPT are not suitable, even if they are increasingly being used informally. To close [for full text, please go to the a.m. URL]

Source: German Medical Science (German Research Foundation)

DOI: 10.3205/25gmds197

Authors: Demus, Christoph, Bossenz, Jan, Günzl, Carlo, Weise, Annemarie, Berns, Fabian, Jäger, Christian, Weber, Thomas, Kirchhoff, Jan, Christoph, Jan

Institutions: Martin Luther University Halle-Wittenberg, University Hospital in Halle

Language: English

Topic: Artificial Intelligence in Healthcare and Education

Subfield: Health Informatics

Field: Medicine

Domain: Health Sciences

Open Access status: green

OpenAlex ID: W7147546391

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