ChatGPT for neurosurgical teaching

• Transforming neurosurgical practice with large language models: comparative performance of ChatGPT-omni and Gemini in complex case management
• Transforming Neurosurgical Practice with Large Language Models: Comparative Performance of ChatGPT-Omni and Gemini in Complex Case Management
• Accuracy and quality of ChatGPT-4o and Google Gemini performance on image-based neurosurgery board questions
• Performance evaluation of ChatGPT-4.0 and Gemini on image-based neurosurgery board practice questions: A comparative analysis
• Assessing AI Simplification of Medical Texts: Readability and Content Fidelity
• The performance of ChatGPT versus neurosurgery residents in neurosurgical board examination-like questions: a systematic review and meta-analysis
• Examining the Readability of AtlasGPT, the Premiere Resource for Neurosurgical Education
• Large Language Models in Neurosurgery

Interactive Case Discussions: Use ChatGPT to generate neurosurgical case studies with differential diagnoses, imaging interpretations, and treatment plans.

Anatomy & Physiology Tutorials: ChatGPT can explain complex neuroanatomy in a step-by-step manner, reinforcing key structures and pathways.

Neurosurgical Technique Guides: Generate simplified descriptions of procedures like craniotomies, spine stabilization, or endovascular techniques.

Student-Generated Question Evaluation: As per your idea, you can design an assessment where students formulate their own questions, and ChatGPT helps analyze their depth and relevance.

MCQs and Scenario-Based Questions: AI can generate question banks for formative and summative assessments.

Real-Time Feedback: Provide instant feedback on students' answers, including references to textbooks and articles.

AI-Based Simulated Mentorship: Residents can interact with ChatGPT in a Q&A format to simulate real-world neurosurgical decision-making.

Checklist-Based Guidance for Surgeries: ChatGPT can help structure pre-op planning, intra-op steps, and post-op management in a structured manner.

AI-Enhanced Surgical Logbook: Automatically categorize and summarize operative experiences for residents.

Summarizing Neurosurgical Papers: Quickly distill complex neurosurgical articles into key takeaways. Finding Gaps in Research: AI can suggest potential areas for research based on existing literature. AI-Assisted Manuscript Writing: Draft research papers, grant proposals, or conference abstracts more efficiently.

Given your interest in creating a neurosurgical assistant using AI, consider:

Fine-Tuning an AI Model: Training it specifically on neurosurgical texts and journals. Embedding AI in an EHR System: Automating documentation, case summaries, and surgical reports. Developing a Real-Time Decision Support System: AI can provide evidence-based recommendations during surgeries or preoperative planning.