Prompt Library for GenServe Users

Clinical & Physician Prompts

1. Patient Summarization
1. “Summarize the medical history, lab results, and current treatment plan for Patient X from the uploaded records.”
2. “Generate a concise SOAP note from the patient encounter transcript.”
3. “Extract comorbidities and risk factors for Patient Y from the uploaded discharge summary.”

2. Decision Support
1. “Based on these lab values, suggest possible causes for elevated liver enzymes.”
2. “Compare treatment options for diabetes in patients with kidney disease.”
3. “Identify potential contraindications in the current medication list.”

3. Patient Education & Communication
1. “Create a simple 1-page aftercare sheet in Hindi for a patient post-PCI with stent placement.”
2. “Draft a discharge instruction leaflet at a 6th-grade reading level for a child with asthma.”
3. “Translate the uploaded patient education handout into Telugu.”

4. Clinical Guidelines & Evidence
1. “Compare the uploaded 2021 vs 2023 hypertension guidelines and summarize the differences.”
2. “Summarize recent evidence on GLP-1 agonists for obesity from the uploaded PDFs.”
3. “Generate a 200-word summary of the WHO tuberculosis guidelines for frontline health workers.”

5. Specialized Tasks
1. “Create a medication reconciliation table for Patient X with dosages, frequency, and interactions.”
2. “Generate a risk-benefit summary for anticoagulation in elderly patients.”
3. “Draft a referral letter to a cardiologist based on this patient’s notes.”

Research & Data Analysis Prompts

1. Data Summarization & Cleaning
1. “Summarize key findings from the uploaded dataset in plain English”
2. “Identify missing values and inconsistencies in this dataset.”
3. “Generate descriptive statistics (mean, median, range) for HbA1c levels.”

2. Comparative Analysis
1. “Compare outcomes between intervention and control groups in the uploaded clinical trial dataset.”
2. “Test whether BMI significantly correlates with HbA1c in the data provided.”
3. “Identify predictors of hospital readmission using logistic regression on this dataset.”

3. Literature Reviews & Evidence Synthesis
1. “Summarize the common findings across all uploaded PDFs about sleep apnea treatment.”
2. “Extract all cited references in APA format from these papers.”

4. Grant & Research Writing
1. “Draft a 200-word abstract summarizing the uploaded research findings.”
2. “Generate key points for the ‘Methods’ section of a clinical trial proposal.”
3. “Create a lay summary of this research for patient advocates.”

Administration & Operations Prompts

1. Meeting Management
1. “Summarize the uploaded meeting transcript into 5 key action items with owners and deadlines.”
2. “Create a bullet-point agenda for the next follow-up meeting.”
3. “Draft a thank-you email to participants with attached minutes.”

2. Policy & SOP Drafting
1. “Draft a standard operating procedure for handling patient complaints.”
2. “Compare telemedicine policies from 2020 vs 2023 and highlight differences.”
3. “Create a compliance checklist for HIPAA using uploaded regulations.”

3. Finance & Planning
1. “Summarize revenue vs expenses from the uploaded Q2 financials.”
2. “Create a table of department-level budgets with percentage change from last year.”
3. “Generate a dashboard summary of top-line and bottom-line performance.”

4. HR & Training
1. “Draft a new employee onboarding guide for the cardiology department.
2. “Create 10 quiz questions for staff on infection control policies.”
3. “Generate a performance review summary template for managers.”

5. Project Management
1. “Create a project timeline with milestones from this SOW.”
2. “Summarize risks and mitigation strategies from the project plan.”
3. “Draft a status update email to stakeholders with progress highlights.”

Education & Learning Prompts

1. Concept Simplification
1. “Explain the mechanism of beta-blockers in simple language for first-year med students.”
2. “Create a layman’s explanation of HbA1c for a patient.”
3. “Generate a diagram showing the stages of sleep.”

2. Teaching & Training Materials
1. “Create a 5-slide lecture outline on digital health in cardiology.”
2. “Draft 3 case-based questions with answers for residents.”
3. “Generate a quiz with 5 multiple-choice questions about insulin types.”

3. Curriculum Development
1. “Draft a module outline for AI in healthcare for medical students.”
2. “Create a reading list for a public health epidemiology course.”
3. “Generate a weekly study schedule for preparing for USMLE Step 2.”

4. Role-Play & Simulation
1. “Simulate a patient presenting with chest pain for training purposes.”
2. “Role-play a physician explaining treatment options to a hesitant patient.”
3. “Create a scenario for nurses to practice triage in an ER.”

Data & Technical Analyst Prompts

1. Data Extraction & Transformation
1. “Extract all lab values and dates.”
2. “Summarize the data into patient cohorts by diagnosis.”

2. Coding & Automation
1. “Write Python code to run regression analysis on this dataset.”
2. “Generate SQL queries to filter patients over age 65 with diabetes.”
3. “Create a script to automate weekly summaries of lab values.”

3. Modeling & Forecasting
1. “Predict readmission risk using uploaded patient data.”
2. “Generate time-series analysis of ER visits over 12 months.”
3. “Forecast patient volume for next quarter based on past data.”

4. Advanced Analytics
1. “Cluster patients by similar lab values and comorbidities.”
2. “Run sentiment analysis on uploaded patient feedback.”
3. “Identify outliers in hospital stay durations.”

General Productivity Prompts

1. Summarization
1. “Summarize this 20-page PDF into a 1-page executive brief.”
2. “Extract 5 key insights from the uploaded presentation.”
3. “Create a bulleted list of all action items mentioned in this transcript.”

2. Document Drafting
1. “Draft a professional email to the client summarizing the proposal.”
2. “Write a 500-word blog post based on the attached notes.”
3. “Generate a LinkedIn post highlighting key outcomes from our project.”

3. Comparisons
1. “Compare the two contracts and list differences in payment terms.”
2. “Identify overlapping content between these policies.”
3. “Summarize differences in tone between two press releases.”

4. Brainstorming & Creativity
1. “Generate 10 campaign ideas for healthy eating awareness.”
2. “List innovative ways to engage physicians with digital tools.”
3. “Create 5 slogans for a hospital diabetes program.”

5. Task Organization
1. “Create a to-do list with priorities based on this meeting transcript.”
2. “Draft a project Gantt chart outline.”
3. “Generate a weekly schedule template for balancing research and patient care.”