Patient-Clinician Bidirectional Translation
Real-time translation between patients and clinicians with medical terminology verification, safety checkpoints, and regional medication awareness. Text example uses Claude Sonnet 4, audio example uses GPT-4o Audio Realtime.
Clinical Pharmacist Copilot
LLM-powered clinical decision support for medication analysis, drug interactions, and evidence-based treatment recommendations. This example demonstrates a comprehensive clinical assessment for a 68-year-old male with Type 2 Diabetes, CKD Stage 4, and complex cardiovascular history, including detailed risk stratification, medication-by-medication analysis, guideline compliance, and a systematic risk-benefit assessment.
📋 Clinical Vignette
Complete patient profile with demographics, medical history, current medications, and clinical data for pharmaceutical care assessment.
🔬 Complete Analysis Report
Comprehensive medication review and clinical assessment with systematic risk-benefit analysis, drug interactions, evidence-based recommendations, and monitoring plans.
🎥 Live App Demo
Watch the Clinical Pharmacist Copilot in action with real-time medication analysis, drug interaction detection, and evidence-based recommendations in our web application.
Key Capabilities:
Patient Profile
68-year-old male with multiple comorbidities
Demographics
68-year-old Caucasian male, retired engineer, lives alone, limited social support, sedentary, uses walking aid, requires assistance for some ADLs
Medical History
Type 2 diabetes mellitus (15 yrs, poorly controlled, with retinopathy, CAD, PAD, stroke complications)
Hypertension (sub-optimal control)
Chronic Kidney Disease Stage 4 (eGFR 25 mL/min/1.73m², progressive decline)
Cardiovascular Disease (prior MI, atrial fibrillation, HFrEF 35%, peripheral arterial disease, ischemic stroke)
Diabetic retinopathy
Chronic pain syndrome
Critical Lab Values
egfr
25 mL/min/1.73m²
creatinine
2.8 mg/dL
ldl
2.6 mmol/L
hba1c
8.9%
potassium
5.2 mmol/L
inr
4.2
LLM Courses for Medical Decision Making
We will teach you how to use state-of-the-art LLM clients for complex medical decision-making assistance, including advanced prompting techniques and clinical workflow integration.
Original Case Report
Rare medical case from literature
Rare Case Analysis: "Hypomagnesemia as a potentially life-threatening adverse effect of omeprazole" - Oxford Medical Case Reports
Pharmaceutical Malpractice Detection
Automated system for identifying potential medication prescription errors and pharmaceutical malpractice through pattern recognition and automated case assessment. This example demonstrates analysis of a 67-year-old female with rheumatoid arthritis who suffered an ischemic stroke.
📋 Patient Case Vignette
Complete patient profile including medical history, current medications, chronic diseases, and presenting problem for pharmaceutical malpractice assessment.
⚖️ Legal Malpractice Analysis
Comprehensive pharmaceutical malpractice legal analysis with SPC regulatory compliance, causality assessment, and quantified malpractice probability (95% confidence).
Key Capabilities:
Patient Profile
67-year-old female with multiple comorbidities
Demographics
67-year-old female, retired factory worker, weight 78kg
Primary Diagnoses
M06.9 - Rheumatoid arthritis, unspecified
I10 - Essential hypertension
Chronic Conditions
Rheumatoid arthritis (2018, moderate activity)
Essential hypertension (poorly controlled)
Gastroesophageal reflux disease
Critical Vitals
admission bp
180/110 mmHg
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