Thank you for sending your enquiry! One of our team members will contact you shortly.
Thank you for sending your booking! One of our team members will contact you shortly.
Duration 14 hours
Course Outline
Introduction to Ollama in Medical Settings
- Concepts of local LLM deployment
- The advantages of on-device models for the healthcare industry
- Primary capabilities and constraints of the Ollama platform
Installation and Configuration of Ollama
- Hardware prerequisites and initial setup
- Choosing models and the installation process
- Tailoring the environment for medical applications
Medical-Specific Use Cases
- Assistance with clinical documentation
- Streamlining patient communication and summary generation
- Automating workflows in hospitals and outpatient clinics
Model Customization and Fine-Tuning
- Prompt engineering techniques for medical scenarios
- Enhancing models with specialized domain data
- Optimizing performance and inference accuracy
Integration with Healthcare Systems
- API connectivity and interoperability standards
- Linking with EHR and HIS platforms
- Scripting and automation for routine tasks
Data Privacy, Security, and Compliance
- Benefits of local models for data safeguarding
- HIPAA and other regional regulatory requirements
- Secure deployment strategies
Testing, Validation, and Quality Assurance
- Evaluating model precision and dependability
- Assessing clinical safety and potential risks
- Strategies for ongoing enhancement
Operational Rollout and Maintenance
- Tracking performance metrics and usage patterns
- Updating models and system dependencies
- Resolving common technical issues
Conclusion and Future Directions
Requirements
- Knowledge of clinical operational processes
- Background in data analytics or healthcare information technology systems
- Basic understanding of artificial intelligence principles
Intended Participants
- Clinical practitioners
- Medical IT specialists
- Analysts and technical system administrators
Custom Corporate Training
Training solutions designed exclusively for businesses.
- Customized Content: We adapt the syllabus and practical exercises to the real goals and needs of your project.
- Flexible Schedule: Dates and times adapted to your team's agenda.
- Format: Online (live), In-company (at your offices), or Hybrid.
Price per private group, online live training, starting from 3200 € + VAT*
Contact us for an exact quote and to hear our latest promotions
