English Courses

The Limited Impact of Medical Adaptation of Large Language and Vision-Language Models

Discover why medical adaptations of large language and vision-language models often fail to outperform their base models in healthcare applications and question answering tasks.

• YouTube
• 1 hour
• Self-Paced
• Free Video

A Framework to Assess Clinical Safety and Hallucination Rates of LLMs for Medical Text Summarization

Discover a framework for evaluating clinical safety and hallucination rates in medical AI systems, focusing on ambient voice technology oversight and automated monitoring solutions.

• YouTube
• 54 minutes
• Self-Paced
• Free Video

MedAgentGym - Training LLM Agents for Code-Based Medical Reasoning at Scale

Discover MedAgentGym, a training environment for LLM agents in medical coding with 72,413 tasks across 129 biomedical categories, featuring interactive feedback and scalable training.

• YouTube
• 1 hour 3 minutes
• Self-Paced
• Free Video

Managed by AI - Artificial Pancreas and Contemporary Treatment of Diabetes

Explore AI-driven artificial pancreas systems and digital twins revolutionizing diabetes management through automated insulin delivery and personalized treatment optimization.

• YouTube
• 1 hour
• Self-Paced
• Free Video

LoRKD - Low-Rank Knowledge Decomposition for Medical Foundation Models

Discover how to decompose medical foundation models into specialized lightweight experts using Low-Rank Knowledge Decomposition for enhanced task performance.

• YouTube
• 49 minutes
• Self-Paced
• Free Video

Diffusion Models in Medical Imaging

Explore diffusion models in medical imaging through MedDelina for segmentation and ViCTr for synthesis, addressing data limitations and enhancing anatomical consistency.

• YouTube
• 59 minutes
• Self-Paced
• Free Video

Adaptive Federated Knowledge Injection into Medical Foundation Models

Explore federated learning techniques for injecting medical knowledge into foundation models while preserving privacy through the novel FedKIM approach and M3OE module.

• YouTube
• 1 hour 1 minute
• Self-Paced
• Free Video

How Can We Diagnose and Treat Bias in LLMs for Clinical Decision-Making - MedAI #142

Explore bias evaluation and mitigation strategies in large language models for clinical decision-making, focusing on gender and ethnicity biases through novel frameworks.

• YouTube
• 46 minutes
• Self-Paced
• Free Video

Using Physics Informed Neural Networks to Build Digital Twins of Cardiac Hemodynamics

Explore physics-informed neural networks for creating patient-specific cardiac digital twins using non-invasive data to eliminate invasive procedures and uncertain treatments.

• YouTube
• 47 minutes
• Self-Paced
• Free Video

The Electricity Grid - Transmission, Industry, and Markets

Explore electricity fundamentals, transmission systems, industry structure, grid reliability, and energy markets in this comprehensive Stanford lecture.

• YouTube
• 1 hour 8 minutes
• Self-Paced
• Free Video

Energy Transition Implications - Nuclear Power, Climate Protection, and Global Security - Part 2

Explore controversial energy transition implications including nuclear power economics, climate security, infrastructure challenges, and capital reallocation through expert analysis.

• YouTube
• 1 hour 39 minutes
• Self-Paced
• Free Video

Implications Part 1 - Hydrocarbon Exits, Renewable Challenges, and Energy Resilience

Explore hydrocarbon transitions, renewable challenges, and energy resilience through integrative design principles with expert Amory Lovins from Stanford and RMI.

• YouTube
• 1 hour 43 minutes
• Self-Paced
• Free Video

Mobility Part 1 - Light Duty Vehicle Efficiency

Explore revolutionary vehicle efficiency through integrative design, covering weight reduction, carbon-fiber composites, and whole-systems thinking for cars and light trucks.

• YouTube
• 1 hour 11 minutes
• Self-Paced
• Free Video

Mobility Part 2 - Electric and Heavy Vehicles - Extreme Energy Efficiency

Explore electric vehicles, autonomous transport, and heavy vehicle efficiency with Amory Lovins. Covers V2G integration, urban mobility design, and achieving oil-free transportation systems.

• YouTube
• 1 hour 47 minutes
• Self-Paced
• Free Video

Buildings Part 3 - Passive Techniques for Superefficient Buildings

Master passive cooling techniques, HVAC systems, and integrative design principles to achieve extreme energy efficiency in buildings with valuable co-benefits.

• YouTube
• 1 hour 19 minutes
• Self-Paced
• Free Video