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Computer Science and Education in Computer Science. 20th EAI International Conference, CSECS 2024, Sofia, Bulgaria, June 28–30, 2024, Proceedings

Research Article

Eliminating Risk Involved in Using ChatGPT for Clinical Decision Support System

Cite
BibTeX Plain Text
  • @INPROCEEDINGS{10.1007/978-3-031-84312-9_14,
        author={Kenisha D’Costa and Vijay Kanabar},
        title={Eliminating Risk Involved in Using ChatGPT for Clinical Decision Support System},
        proceedings={Computer Science and Education in Computer Science. 20th EAI International Conference, CSECS 2024, Sofia, Bulgaria, June 28--30, 2024, Proceedings},
        proceedings_a={CSECS},
        year={2025},
        month={3},
        keywords={Generative Artificial Intelligence (AI) Clinical Decision Support (CDSS) Spiral HITL model ChatGPT},
        doi={10.1007/978-3-031-84312-9_14}
    }
    
  • Kenisha D’Costa
    Vijay Kanabar
    Year: 2025
    Eliminating Risk Involved in Using ChatGPT for Clinical Decision Support System
    CSECS
    Springer
    DOI: 10.1007/978-3-031-84312-9_14
Kenisha D’Costa1,*, Vijay Kanabar1
  • 1: Boston University, Metropolitan College, 1010 Commonwealth Ave.
*Contact email: dcostk2@bu.edu

Abstract

The paper discusses the integration of Generative AI, specifically ChatGPT, in Clinical Decision Support Systems (CDSS). These intelligent models have applications that are being widely adopted in every industry, even in a clinical setting. It helps optimize Clinical Decision Support (CDS) and provides unique suggestions. It can recognize possible modifications to alert logic and even help clinicians recommend CDS development. However, AI use does have certain risks, such as hallucination. ChatGPT, a very well-known generative AI model, can handle large amounts of data, and it also makes it convenient for clinicians to review diagnostic suggestions during the process of CDS. This paper examines the possible challenges of implementing ChatGPT in a clinical setting. Our research introduces a new model, essentially an AI loop called Spiral Human-In-The-Generative (Spiral HITL), which seeks to mitigate risks involved with AI applications in CDS.

Keywords
Generative Artificial Intelligence (AI) Clinical Decision Support (CDSS) Spiral HITL model ChatGPT
Published
2025-03-14
Appears in
SpringerLink
http://dx.doi.org/10.1007/978-3-031-84312-9_14
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