Medical Technology Courses

MedAI - Training Medical Image Segmentation Models with Less Labeled Data - Sarah Hooper

Innovative semi-supervised method for training medical image segmentation models using minimal labeled data, achieving comparable accuracy to fully supervised approaches while significantly reducing labeling requirements.

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

Observational Supervision for Medical Image Classification

Exploring gaze data as a novel supervision source for training deep learning models in medical image classification, focusing on chest X-rays and brain MRI scans for improved efficiency and accuracy.

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

Multimodal Medical Research of Vision and Language - Jean-Benoit Delbrouck

Explore multimodal medical research combining vision and language, focusing on innovative tasks like Medical Visual Question Answering and Radiology Report Generation using advanced AI architectures and pre-training techniques.

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

Frontiers of Medical AI - Therapeutics and Workflows

Explore cutting-edge AI applications in medicine, focusing on therapeutics and workflow optimization. Learn about AI-driven cancer treatment decisions, protein engineering, and specialized medical search engines.

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

Stanford Seminar - Autonomous Driving, Are We There Yet? - Technology, Business, Legal Considerations

Exploring autonomous driving's technological, business, and legal challenges. Discusses paradigm shifts in personal mobility, industry transformation, and steps needed to realize this revolutionary vision for transportation.

• YouTube
• 1 hour 20 minutes
• Self-Paced
• Free Video

Technology for Today's Problems - Addressing Global Challenges with Semiconductor Advancements

Dr. Hoff explores semiconductor technology's progress since 1971, its impact, and how it can address current global challenges, particularly environmental issues caused by population and economic growth.

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

William J. Perry on Energy, National Security and Technology

Former U.S. Secretary of Defense William J. Perry shares insights on the intersection of energy, national security, and technology, drawing from his extensive experience in government and defense.

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

Action for India - Scaling Social Impact through Technology

Explore how technology can scale social impact in India, featuring insights from Action for India leaders on entrepreneurship, innovation, and transformative change.

• YouTube
• 1 hour 20 minutes
• Self-Paced
• Free Video

How Technology is Changing the Way We Work

Explore how new technologies impact work and organizations, focusing on rhetorics, first vs. second-order effects, and role relationships. Gain insights to optimize technological change.

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

Stanford Seminar - Hiroshi Shimizu on Electric Vehicle Technology

Explore open-source strategies for electric vehicle technology advancement, featuring insights on innovations, opportunities, and global implications for the automotive industry.

• YouTube
• 1 hour 10 minutes
• Self-Paced
• Free Video

Cryptocurrencies and Blockchains - The Science Behind the Technology

Explore the science behind blockchains, decentralized applications, and future trends with Stanford professor Dan Boneh in this comprehensive webinar on cryptocurrency technology.

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

Decarbonizing the Grid - Technology and Policy

Explore technical opportunities and policy drivers for integrating distributed energy resources to ensure grid resilience and decarbonization, featuring insights from Stanford experts.

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

Stanford Seminar - Deep Reckonings- Prosocial Uses of Deepfake Technology

Explore ethical uses of deepfake technology for social good, examining potential benefits and risks through case studies and discussions on responsible development and application.

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

Federated Learning in Medicine - Breaking Down Silos to Advance Medical Research

Explore federated learning's potential to revolutionize medical research by breaking data silos, enhancing privacy, and fostering collaboration across healthcare institutions.

• YouTube
• 1 hour 20 minutes
• Self-Paced
• Free Video

The Art of Diagnosis - Getting to the Root of Complex Medical Problems

Explore real-life diagnostic techniques, comparing them to TV portrayals. Learn about traditional processes, new methods, and interesting cases from Stanford's Consultative Medicine Clinic.

• YouTube
• 1 hour 20 minutes
• Self-Paced
• Free Video