YouTube Courses

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

Style Transfer Augmentations for Computational Pathology - Rikiya Yamashita

Innovative style transfer augmentation technique for improving machine learning model generalization in computational pathology, enhancing robustness to domain shifts and achieving state-of-the-art performance in classification tasks.

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

Learning the Structure of EHR with Graph Convolutional Transformer - Edward Choi

Explore graph convolutional transformers for learning EHR structure, combining graph convolution and self-attention for supervised prediction tasks in healthcare analytics and representation learning.

• YouTube
• 1 hour 30 minutes
• Self-Paced
• Free Video

Patient-Specific COVID-19 Resource Utilization Prediction Using Fusion AI Model - Amara Tariq

Explore AI-driven prediction of COVID-19 resource utilization using fusion modeling, combining patient history and current indicators for efficient healthcare planning and allocation.

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

Self-Supervision & Contrastive Frameworks - A Vision-Based Review

Comprehensive review of self-supervised and contrastive learning frameworks in computer vision, exploring methodologies, performance, and potential applications in medical imaging.

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

Segmentation and Quantification of Breast Arterial Calcifications - Xiaoyuan Guo

Explore innovative techniques for segmenting and quantifying breast arterial calcifications in mammograms, aiming to improve cardiovascular risk assessment for women through non-invasive methods.

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

Few-Shot Chest X-Ray Diagnosis Using Clinical and Literature Images

Explore innovative few-shot learning methods for chest X-ray diagnosis using clinical and literature images, enhancing radiology image analysis with advanced machine learning techniques.

• YouTube
• 1 hour 6 minutes
• Self-Paced
• Free Video

Understanding Scanner Utilization with Metadata Extraction - Pradeeban Kathiravelu

Real-time DICOM metadata extraction for analyzing scanner utilization in radiology. Niffler framework enables accurate performance metrics, supports ML pipelines, and improves resource management in healthcare networks.

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

AI and Robotics: Current Challenges and Future Directions

Explore AI and robotics with Chelsea Finn and Andrew Ng, discussing career paths, current capabilities, challenges, and future prospects in the field. Gain insights into robotics research and learn how to enter this exciting domain.

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

Stanford Seminar - New Golden Age for Computer Architecture - John Hennessy

Explore the evolution of computer architecture, from early IBM systems to modern domain-specific designs, highlighting key innovations and challenges in processor development.

• YouTube
• 1 hour 15 minutes
• Self-Paced
• Free Online Course

Stanford Seminar - How the Chinese Government Fabricates Social Media Posts for Strategic Distraction

Explore China's strategic use of social media propaganda, including the 50c Party's tactics, government involvement, and implications for information control and public opinion.

• YouTube
• 32 minutes
• Self-Paced
• Free Online Course

Stanford Seminar - Bugs in Crypto Implementations

Explore common implementation errors in cryptographic systems, focusing on authenticated encryption and real-world examples from Apple and iMessage.

• YouTube
• 36 minutes
• Self-Paced
• Free Online Course

Stanford Seminar - The Future of Wireless Communications Hint- It's Not a Linear Amplifier

Explore the future of wireless communications, focusing on innovative technologies like MIRACLE module, software radio, and massive MIMO to enhance bandwidth efficiency and spectrum usage.

• YouTube
• 1 hour 39 minutes
• Self-Paced
• Free Online Course

Stanford Seminar: Computational Ecosystems

Explore computational ecosystems as integrative solutions for complex challenges, focusing on community-informed planning and developing regulation skills in research environments.

• YouTube
• 58 minutes
• Self-Paced
• Free Online Course

How to Build a Sustainable Organization

Explore systems thinking for sustainable organizations, focusing on connecting, adapting, and innovating. Learn from case studies and practical strategies to drive long-term success and positive impact.

• YouTube
• 52 minutes
• Self-Paced
• Free Online Course