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August 11, 2025International Journal of Environmental Sciences

AI-Enabled Medical Chatbots: Advancements in Patient Query Handling and Automated Healthcare Delivery

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Authors

SSSandeep SinghTRTripti RatheeNSNipun Singhal

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Overview

Performance analysis of multimodal LLMs highlights improvements in diagnostic support and healthcare delivery.

Key Points

  • High accuracy in diagnosing medical images was achieved with specialized models, but processing times lagged.
  • Model evaluations showcased that text-based systems offered clear insights, despite struggling with complex scenarios.
  • Approach involved testing multimodal LLMs using real-time X-ray images and symptom descriptions for accuracy and efficiency.
  • This research suggests significant enhancements in automated healthcare delivery through synergized AI functionalities.

Cite This Study

Singh et al. (2025) studied this question.

synapsesocial.com/papers/68a35efb0a429f7973328570https://doi.org/10.64252/1n1waz11
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