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

Supporting Fast-Response Medical Teams Through Interactive Information Displays

Interactive information displays for fast-response medical teams: design, evaluation, and impact on trauma resuscitation processes. Explores innovative solutions to enhance team performance in critical care settings.

• YouTube
• 1 hour 5 minutes
• Self-Paced
• Free Online Course

Entrepreneurs and Emerging Technology - Intensive Innovation in Asia

Explore entrepreneurship trends in Asia, focusing on nanotechnology's impact, innovation ecosystems, and venture dynamics. Gain insights from expert speakers on emerging business opportunities and challenges.

• YouTube
• 1 hour 11 minutes
• Self-Paced
• Free Online Course

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
• Self-Paced
• Free Video

Solving Medical Mysteries at the Stanford Center for Undiagnosed Diseases

Explore Stanford's innovative approach to solving complex medical cases using advanced diagnostics, expert clinicians, and cutting-edge research in the Undiagnosed Diseases Network.

• YouTube
• 1 hour 5 minutes
• Self-Paced
• Free Video

Virtual Reality Technology Treatment for Mental Illness

Explore virtual reality's potential in treating mental illnesses, from anxiety to psychotic disorders, with insights on embodied VR and its impact on cognition and body image.

• YouTube
• 1 hour 16 minutes
• Self-Paced
• Free Video

Hearing, Hearing Loss, and Current Technology

Comprehensive overview of hearing loss causes, current hearing aid technologies, and future interventions. Explores age-related issues, device improvements, and effective solutions for better hearing health.

• YouTube
• 1 hour 21 minutes
• Self-Paced
• Free Video

Continuous Glucose Monitors and Over-the-Counter Biosensors - Managing Blood Sugar with Modern Technology

Discover practical strategies for blood sugar management using CGMs and biosensors, including accuracy optimization, cost considerations, and troubleshooting techniques for effective diabetes self-management.

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

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
• Self-Paced
• Free Video

From Data to Diagnosis - Advancing Medical Imaging with Curated Datasets and AI Algorithms - MedAI #136

Explore how Debesh Jha addresses medical imaging challenges through curated datasets and innovative AI algorithms for improved diagnostic accuracy in radiology and GI endoscopy.

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

Towards Robust Medical Image Analysis

Explore robust medical image analysis techniques for handling data from different centers, including domain generalization, diffusion models for synthesis, and semi-supervised learning with large models.

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

Solar Energy: Technology, Growth Trends, and Environmental Impact

Discover the fundamentals of solar photovoltaic technology, from basic principles to economic implications, exploring growth trends, environmental impacts, and latest industry developments.

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