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Theoretical and Mathematical Biology

Theoretical and Mathematical Biology

By: Theoretical and Mathematical Biology
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 This is the podcast from the channel: https://www.youtube.com/channel/UCNRmSus_UIUETlWA7bZCZ4A© 2025 Theoretical and Mathematical Biology Education
Episodes
  • Um chatbot para conversar médicas usando openAI, TensorFlow.js e Angular

    Um chatbot para conversar médicas usando openAI, TensorFlow.js e Angular
    Jul 21 2025


    Artigo completo: A conversational artificial intelligence based web application for medical conversations: a prototype for a chatbot

    Créditos, criado pelo pesquisador Giseldo Geo (https://www.youtube.com/@giseldoneo)
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    7 mins
  • Robodoc: a conversational-AI based app for medical conversations

    Robodoc: a conversational-AI based app for medical conversations
    Jul 17 2025

    This document presents a prototype for a medical chatbot that integrates various specialized models, aiming to simplify user interaction with complex diagnostic tools. The system utilizes OpenAI's large language models (LLMs) to process both image-based inputs (like X-rays for pneumonia and OCT scans for ocular conditions) and text-based physiological data for diabetes prediction. A key innovation is the chatbot's ability to extract relevant parameters from natural language, trigger appropriate diagnostic models, interpret outputs, and deliver user-friendly responses. The author emphasizes that this modular approach allows for the easy addition of new diagnostic capabilities, positioning the chatbot as a central "hub of medical models" to enhance accessibility and user experience in bioinformatics, while acknowledging the importance of human oversight.


    Learn more: Robodoc: a conversational-AI based app for medical conversations
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    19 mins
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