Registered NursesvsGeneral Medicine Physicians

until most of the change has landed

Medium adoption

until most of the change has landed

Medium adoption

AI augmenting diagnostics, monitoring, and administrative tasks.

AI augmenting diagnostics, administrative tasks, and personalized patient management.

1. Need to Improve Patient Outcomes & Safety
2. Shortage of Healthcare Professionals & Staff Burnout
3. Advancements in AI for Medical Image Analysis & Diagnostics
4. Availability of Large Healthcare Datasets (for AI training)
5. Demand for More Efficient Healthcare Delivery
6. Rise of Telehealth & Remote Patient Monitoring
7. Focus on Personalized Medicine & Care
8. Pressure to Reduce Healthcare Costs
9. Integration of AI into Electronic Health Record (EHR) Systems
10. Patient Expectations for More Accessible & Proactive Care

1. Explosive Growth of Patient Data (EHRs, Wearables)
2. Advancements in AI for Diagnostics & Prediction
3. Need for Scalable & Accessible Primary Care
4. Rising Healthcare Costs & Demand for Efficiency
5. Shortage of Healthcare Professionals & Burnout
6. Demand for Personalized & Preventative Medicine
7. Complexity of Chronic Disease Management
8. Growth of Telehealth & Remote Monitoring
9. Regulatory Push for Improved Patient Outcomes
10. Patient Expectations for Modern Healthcare Delivery

1. Clinical Judgment & Critical Thinking
2. Empathy & Patient Communication
3. Technical Proficiency with AI Clinical Tools
4. Data Interpretation & Validation
5. Interdisciplinary Collaboration (with AI insights)
6. Adaptability & Continuous Learning (of new tech)
7. Ethical AI Application & Patient Privacy
8. Patient Advocacy in an AI-Augmented Setting

1. Clinical Judgment & Diagnostic Reasoning
2. AI/Digital Health Literacy
3. Patient-Centered Communication & Empathy
4. Data Interpretation & Validation of AI Outputs
5. Ethical Reasoning & Patient Advocacy (in AI context)
6. Interprofessional Collaboration
7. Complex Problem-Solving (Ambiguous Cases)
8. Adaptability & Continuous Learning

1. Epic / Cerner (EHRs with increasing AI capabilities)
2. Viz.ai (AI for stroke detection and care coordination)
3. Current Health / Biofourmis (Remote Patient Monitoring & AI Analytics)
4. Nuance Dragon Medical One (Voice recognition for clinical documentation)
5. Various internal predictive models developed by hospital systems (e.g., for sepsis prediction)

1. DiagnosUs
2. Epic
3. TytoCare
4. Nuance Dragon Medical One
5. Amwell