Medical Devices Courses

GANs in Medical Image Synthesis, Translation, and Augmentation - Jason Jeong

Explore GANs in medical imaging for synthetic data generation, addressing scarcity and imbalance issues. Learn about applications in CT, MRI, and disease detection, with insights on challenges and future directions.

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

Adversarial Debiasing With Partial Learning - Medical Image Studies

Explore adversarial debiasing techniques to reduce racial disparities in medical AI models for chest X-rays and mammograms while maintaining overall performance and trustworthiness.

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

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

Understanding the Utility of Haptic Feedback in Telerobotic Devices

Exploring haptic feedback in telerobotic applications, from prosthetic limbs to robotic surgery, and its impact on human-robot interaction and dexterous manipulation in challenging environments.

• YouTube
• 44 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

Disease Prediction Using Medical Imaging and Deep Learning - Summer 2022

Explore innovative techniques for predicting diseases using medical imaging and deep learning, focusing on opportunistic approaches with existing data for improved patient outcomes.

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

Pervasive Computing With Everyday Devices to Build and Sustain Resilience and Wellbeing

Explore pervasive computing's role in enhancing resilience and wellbeing using everyday devices, as discussed by Dr. Pablo Paredes from Stanford University's Psychiatry and Behavioral Sciences department.

• YouTube
• 1 hour 9 minutes
• Self-Paced
• Free Video

Mentorship for Medical Students with Disabilities - Specialty Selection and Residency Transition

Guidance on specialty selection and residency transition for medical students with disabilities, covering disclosure, applications, interviews, and post-match considerations.

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

New Frontier: Research on Disability in Medicine and Medical Education

Explore groundbreaking research on disability inclusion in medicine and medical education, focusing on innovative approaches and best practices for creating inclusive environments.

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

Integrating Interactive Devices with the User's Body

Exploring the future of human-computer interaction through devices that integrate with the user's body, offering enhanced abilities and miniaturized interfaces for VR/AR and mobile interactions.

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

Medical Aid-in-Dying - California's End of Life Option Act and Other Considerations

Explore California's medical aid-in-dying law, its implementation, challenges, and alternatives. Learn about end-of-life care options, including hospice and palliative sedation, to address patient suffering.

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