Medical Technology Courses

Using Far from Perfect ML to Help Patients - A Billion Medical Devices

Explore how machine learning systems in personal devices can help manage health conditions despite imperfect accuracy, with insights on making sensed information actionable for patients, caretakers, and doctors.

• YouTube
• 1 hour
• On-Demand
• Free Video

Silicon Valley and the U.S. Government: Shield AI's Innovations in Defense Technology

Explore Shield AI's innovative AI and autonomy technology for defense, featuring insights from co-founder Brandon Tseng on collaborations between Silicon Valley and the U.S. government.

• YouTube
• 1 hour
• On-Demand
• Free Video

Leveraging Technology to Improve Police-Community Relations - Session 2

Discover how AI and large language models analyze police body camera footage to enhance law enforcement training and improve community relations through data-driven insights.

• YouTube
• 44 minutes
• On-Demand
• Free Video

Geothermal Energy: Importance, Technology, and Economics

Explore geothermal energy fundamentals, technology, economics, and future trends with Dawn Owens, covering how it works, development processes, market dynamics, and promising innovations.

• YouTube
• 1 hour 4 minutes
• On-Demand
• Free Video

Hydropower 10-Minute Take - Introduction to Hydropower Technology and Grid Applications

Discover how hydropower generates electricity, its grid benefits, environmental impacts, and pumped storage technology in this concise Stanford energy primer.

• YouTube
• 13 minutes
• On-Demand
• Free Video

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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• Free Video

Leveraging Technology to Improve Police-Community Relations

Discover how AI and large language models analyze police body camera footage to enhance accountability and improve law enforcement-community interactions through data-driven insights.

• YouTube
• 46 minutes
• On-Demand
• Free Video

Fusion Energy - Fundamentals, Fuels, and Technology Overview

Explore fusion energy fundamentals: what it is, fuel types, energy harnessing methods, key players, and machine types in this comprehensive Stanford lecture.

• YouTube
• 39 minutes
• On-Demand
• Free Video

From Clinic to Technology - Advancing Child Health for Asians and Asian Americans in the Age of AI

Explore how AI and technology can advance pediatric healthcare for Asian and Asian American communities, addressing health disparities and responsible innovation strategies.

• YouTube
• 1 hour 1 minute
• On-Demand
• Free Video

Climate Innovation - Digital Technology for Sustainable Agriculture and Infrastructure Development

Discover how AI transforms building energy analysis and climate solutions through civil engineering, data analytics, and social science applications in sustainable agriculture and infrastructure.

• YouTube
• 53 minutes
• On-Demand
• Free Video