Andychen

Building a Medical Chatbot: Best Practices for AI Healthcare Assistants

Disclaimer: This article and any content provided by the chatbot are for informational purposes only and do not constitute medical advice, diagnosis, or treatment. Always consult a qualified healthcare professional for any medical concerns. Medical chatbot projects live or die on safety, data governance, and measurable clinical utility, not demos. I’ve shipped and evaluated healthcare

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Top 5 Medical AI Models Compared: MedGemma, GPT-4, Med-PaLM 2 & More

If you’re evaluating models for clinical-grade workflows, a medical AI comparison needs more than hype. I’ve piloted these systems in HIPAA/GDPR-bound environments and learned where each shines, where they stumble, and what it takes to deploy safely. Below, I map Med-PaLM 2, GPT-4, MedGemma, BioGPT, and Clinical BERT to real healthcare tasks, with benchmarks, access

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AI in Radiology: How X-Ray Analysis Models Like CheXagent Improve Diagnoses

Legal and Compliance Disclaimer: The content of this article is provided for educational and technical sharing purposes only. The cases, methods, metrics, and deployment examples described herein do not constitute medical advice or regulatory guidance. Any artificial intelligence (AI) systems discussed are intended solely as assistive tools and cannot replace the clinical judgment of qualified

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How to Fine-Tune and Deploy a Medical Language Model: Complete Guide

IMPORTANT DISCLAIMER This article provides technical information for educational and research purposes only and does not constitute medical, legal, regulatory, or professional advice. Medical AI deployment requires multidisciplinary teams including clinicians, regulatory experts, legal counsel, and ethics committees. Do not deploy any medical AI system based solely on this guidance. Patient safety is paramount –

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Ensuring HIPAA Compliance in Medical AI Applications

IMPORTANT DISCLAIMER: This is educational content only, not legal, technical, or compliance advice. HIPAA regulations are complex and subject to change. You must consult with qualified HIPAA compliance attorneys, certified privacy professionals, and security experts before implementing any compliance strategy. This article does not create an attorney-client relationship. Last updated: November 20, 2025 – Regulations

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Med-PaLM 2 Explained: How Google’s Medical LLM is Advancing Clinical Q&A

Disclaimer: This article is intended for educational and research purposes only. It does not provide medical advice, diagnosis, or treatment guidance. AI-generated outputs should never be used for patient care or clinical decision-making. All information is presented in the context of technical evaluation, research, and educational discussion. Information Sources: This article is based on publicly

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