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Endocrinology
Endocrine practice involves long-running patient relationships, frequent lab reviews, and patient education. AI tools can speed up note-taking, summarise lab trends, and help explain conditions clearly to patients.
Use cases
AI for Endocrinologists: A Practical Introduction
A warm welcome to AI tools for endocrinology clinicians, with concrete examples of where AI saves time in daily practice.
Drafting Patient Education for Newly Diagnosed Type 2 Diabetes
Use AI to draft clear, personalised education materials for patients newly diagnosed with type 2 diabetes, saving time while improving consistency.
Drafting Referral Letters to Primary Care and Allied Health
Use AI to draft structured, clear referral and correspondence letters to GPs, dietitians, and other specialists — faster and more consistently.
Explaining Thyroid Conditions in Plain Language
Use AI to translate complex thyroid physiology into clear explanations patients can actually understand and remember.
Preparing for Medication Adherence Conversations
Use AI to prepare clear, non-judgmental talking points and written materials to support medication adherence in patients with chronic endocrine conditions.
Preparing Teaching Materials and Grand Round Slides
Use AI to draft outlines, talking points, and structured content for teaching sessions, grand rounds, and departmental education — saving hours of preparation time.
Summarising Complex Case Histories Before a Review
Use AI to help structure and summarise long, multi-system case histories so you can walk into a review appointment prepared and focused.
Workflows
Workflow: Creating a Structured Follow-Up Checklist for a Long-Term Condition
A step-by-step guide to using AI to create a structured annual or 6-monthly review checklist for patients with long-term endocrine conditions.
Workflow: Drafting a Follow-Up Clinic Letter with AI
A step-by-step guide to using AI to draft a structured follow-up clinic letter from your own post-consultation notes.
Workflow: Drafting a Patient Education Letter for a Newly Diagnosed Condition
A step-by-step guide to using AI to draft a patient education letter from scratch — from opening the tool to sending a reviewed, personalised document.
Workflow: Preparing a Pre-Clinic Case Brief from Your Own Notes
A step-by-step guide to using AI to reorganise your own clinical notes into a structured one-page brief before a complex patient review.
Prompts
Prompt: Annual Review Summary Letter to Patient
A ready-to-use prompt for drafting a short, plain-English summary letter to send to a patient after their annual or 6-monthly review.
Prompt: Discharge Summary for a Metabolic or Endocrine Admission
A ready-to-use prompt for drafting a structured discharge summary after an endocrine or metabolic inpatient admission — systematically covering all key sections.
Prompt: Follow-Up Clinic Letter to a GP
A ready-to-use prompt for drafting a structured, professional follow-up clinic letter from an endocrinologist to a GP.
Prompt: Patient Explanation of a Test or Procedure
A ready-to-use prompt for generating a plain-English patient explanation of an investigation or procedure — what it is, what to expect, and when to get results.
Prompt: PCOS Patient Education Document
A ready-to-use prompt for generating a balanced, reassuring patient education document about PCOS — tailored to the patient's main concern.
Prompt: Plain-Language Explanation of a New Diagnosis
A ready-to-use prompt for generating a clear, warm patient explanation of any newly diagnosed endocrine condition.
Prompt: Referral Letter to a Dietitian
A ready-to-use prompt for drafting a clear, clinically contextualised referral letter from an endocrinologist to a dietitian service.
Prompt: Talking Points for a Difficult Consultation
A ready-to-use prompt for preparing structured, non-judgmental talking points before a challenging clinical conversation — starting insulin, weight, adherence, or an unexpected finding.
Tutorials
Tutorial: Explaining a Complex Lab Panel to a Patient Using AI
A complete walkthrough showing how to use AI to draft a patient-friendly explanation of a complex hormone or metabolic lab panel — including what each result means, why it matters, and what happens next.
Tutorial: Using AI to Prepare a Teaching Session on Diabetes for Junior Doctors
A complete walkthrough showing how to use AI to go from a topic idea to a structured, reviewed teaching session outline with talking points — in under an hour.
Tutorial: Your First AI-Assisted Patient Letter — A Complete Walkthrough
A complete beginner's walkthrough showing exactly how to use Claude or ChatGPT to draft a patient education letter for a newly diagnosed thyroid patient — from opening the tool to a reviewed, ready-to-use draft.