Medical Technology Courses

Stanford Seminar - Deep Learning for Medical Diagnoses

Stanford University's seminar explores deep learning for medical diagnoses, covering AI in diagnostics, arrhythmia detection, chest radiograph interpretation, and future AI applications.

• YouTube
• 57 minutes
• On-Demand
• Free Online Course

Curation and Analysis of Annotated Medical Images Across Institutions - Xiaoyuan Guo

Stanford University offers a short, intensive study on medical image curation and analysis, focusing on supervised deep learning and anomaly detection. Led by Xiaoyuan Guo, the program includes interactive discussions and Q&A sessions.

• YouTube
• 47 minutes
• On-Demand
• Free Online Course

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

Explore Stanford's brief yet comprehensive exploration of Generative Adversarial Networks (GANs) in medical imaging, focusing on image synthesis, translation, and augmentation.

• YouTube
• 56 minutes
• On-Demand
• Free Online Course

Adversarial Debiasing With Partial Learning - Medical Image Studies

Stanford University offers a short, interactive session on adversarial debiasing in AI for medical imaging, led by Ph.D. student Ramon Correa.

• YouTube
• 33 minutes
• On-Demand
• Free Online Course

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

Stanford University offers a less than 1-hour program on training medical image segmentation models with less data. Led by PhD candidate Sarah Hooper, it explores semi-supervised methods for network training.

• YouTube
• 54 minutes
• On-Demand
• Free Online Course

Observational Supervision for Medical Image Classification

Learn from Stanford's Khaled Saab about using gaze data for medical image classification in this under 1-hour session. Explore deep learning models, gaze features, and multi-task learning frameworks.

• YouTube
• 36 minutes
• On-Demand
• Free Online Course

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

Explore multimodal medical research at the intersection of vision and language with Stanford's Jean-Benoit Delbrouck. Learn about machine learning, radiology report generation, and more in under an hour.

• YouTube
• 50 minutes
• On-Demand
• Free Online Course

Frontiers of Medical AI - Therapeutics and Workflows

Explore AI's impact on medicine with Stanford's Andre Esteva. Learn about AI in therapeutics and workflows, including cancer treatment decision-making and building a COVID-specialized search engine.

• YouTube
• 46 minutes
• On-Demand
• Free Online Course

Stanford Seminar - Straddling a Medical Device IoT Startup Between Taiwan and the United States

Stanford University's seminar explores the challenges and strategies of integrating IoT in healthcare, focusing on a medical device startup between Taiwan and the US.

• YouTube
• 1 hour
• On-Demand
• Free Online Course

Stanford Seminar - Designing Culturally-Relevant Educational Technology at a Global Scale

Stanford University offers a seminar on creating globally applicable, culturally-sensitive educational technology. Topics include personalization, virtual agents, and research distribution.

• YouTube
• 53 minutes
• On-Demand
• Free Online Course

Supporting Fast-Response Medical Teams Through Interactive Information Displays

Stanford University offers a seminar on human-computer interaction, focusing on supporting medical teams with interactive information displays. Duration: 1-2 hours.

• YouTube
• 1 hour 5 minutes
• On-Demand
• Free Online Course

Entrepreneurs and Emerging Technology - Intensive Innovation in Asia

Stanford University offers an intensive look into Asian entrepreneurship and emerging technology trends, featuring expert speakers and case studies. Duration: 1-2 hours.

• YouTube
• 1 hour 11 minutes
• On-Demand
• Free Online Course

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

Explore federated learning in medicine with Stanford University. Learn from OWKIN's CEO about data privacy, healthcare systems, and future projects in a 1-2 hour seminar.

• YouTube
• 1 hour 20 minutes
• On-Demand
• Free Online Course

Debriefing Medical Scenarios - Lou Halamek, M.D. & Nicole Yamada, M.D.

Stanford University offers a concise webinar on debriefing medical scenarios, teaching effective communication, objective initiation, and defensiveness avoidance in under an hour.

• YouTube
• 54 minutes
• On-Demand
• Free Online Course

Mastering Medical Teaching

Stanford University offers a less than 1-hour webinar on mastering medical teaching, covering a comprehensive framework for teaching effectiveness in clinical settings.

• YouTube
• 58 minutes
• On-Demand
• Free Online Course