Health Data Analysis Courses

Building a Culture of Health Equity Monthly Lecture Series: Operationalizing Racial Justice (RECORDING)

Explore strategies for promoting anti-racism in healthcare, addressing structural determinants, and identifying root causes of health inequity with expert-led discussions.

• Independent
• On-Demand
• Free Online Course

Pediatric Orthopedics and Sports Medicine Monthly Lecture Series: Mental Health (Recording)

Explore psychological impacts of sports injuries on young athletes, interventions for education, and strategies for successful rehabilitation and return to play.

• Independent
• On-Demand
• Free Online Course

Race in Science, Technology, & Medicine Series - Equity and Access in Digital Mental Health

Exploring equity and access in digital mental health, focusing on how technology can improve care for underserved populations and address health disparities.

• Independent
• On-Demand
• Free Online Course

Stanford Medcast Episode 8: COVID-19 Mini-series - Social Determinants of Health

Explore social determinants of health's impact on COVID-19, focusing on higher incidence among people of color and strategies to overcome healthcare bias and racism.

• Independent
• On-Demand
• Free Online Course

Health Across the Gender Spectrum

Explore gender identity through real stories of transgender children, gaining insights and practical tips for creating inclusive environments where all can thrive authentically.

• Independent
• On-Demand
• Free Online Course

Introduction to Food and Health

Explore innovative strategies to address global health crises through practical approaches to healthy eating, benefiting both physicians and patients.

• Independent
• On-Demand
• Free Online Course

Stanford Seminar - Theories of Inference for Visual Analysis

Explore theories of visual inference, including uncertainty visualization, effect size judgments, and Bayesian cognition. Learn how visualizations support causal inference and model checks in data analysis.

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

Data Overload - Making Sense of Statistics in the News, Kristin Sainani

Learn to critically analyze statistics in news, understand risk communication, and navigate common pitfalls in data interpretation with Stanford professor Kristin Sainani's insightful webinar.

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

Stanford Seminar - Towards Theories of Single-Trial High Dimensional Neural Data Analysis

Explore high-dimensional neural data analysis, focusing on single-trial theories, task complexity, and latent state recovery. Gain insights into advanced neuroscience concepts and methodologies.

• YouTube
• 1 hour 16 minutes
• On-Demand
• Free Online Course

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

Explore techniques for curating and analyzing annotated medical images across institutions, focusing on data sharing challenges, anomaly detection, and OOD-aware image retrieval for improved dataset quality and future analysis.

• YouTube
• 47 minutes
• On-Demand
• 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
• On-Demand
• Free Video

Rethinking Architecture Design for Data Heterogeneity in FL - Liangqiong Qu

Explores innovative architecture designs for federated learning in medical AI, focusing on Transformers to address data heterogeneity challenges and improve model performance across diverse healthcare institutions.

• YouTube
• 38 minutes
• On-Demand
• Free Video

Stanford Webinar - Regulation and Health-Eco Value Assess. - Two Critical Gauges for MedTech Innovation

Explore regulation and health-economic value assessment in MedTech innovation, focusing on safety, effectiveness, and economic implications for healthcare systems and innovators.

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

Stanford Seminar - Big Data Is -At Least- Four Different Problems

Explore the multifaceted nature of Big Data, its challenges, and emerging solutions in this Stanford seminar, covering volume, velocity, variety, and analytics approaches.

• YouTube
• 1 hour 3 minutes
• On-Demand
• Free Online Course

Stanford Seminar - Computational Epidemiology: The Role of Big Data and Pervasive Informatics

Explore computational epidemiology, from historical outbreaks to modern big data approaches. Learn about networked models, synthetic contact networks, and real-time epidemic science applications.

• YouTube
• 1 hour 14 minutes
• On-Demand
• Free Online Course