Health Data Analysis Courses

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
• Self-Paced
• 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
• Self-Paced
• Free Online Course

Health Equity and Leadership for AANHPI Populations - Personal and Professional Perspectives

Explore AANHPI health disparities, progress in achieving equity, and the importance of understanding population heterogeneity. Dr. Howard Koh shares insights on documenting health outcomes and comparing them across diverse groups.

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

Prostate Health: Understanding Cancer, Prostatitis, and Benign Prostatic Hyperplasia

Explore prostate health issues: cancer, prostatitis, and BPH. Learn about risk factors, detection, screening, symptoms, and treatments from Stanford expert Dr. Randall Stafford.

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

AI's Role in Improving Health Care Services in Our Communities

Stanford experts discuss AI initiatives in healthcare, focusing on early disease detection, preventive care, and reducing provider burnout, while addressing privacy and equity concerns.

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

AI Transforms Health Care - The Future of Medicine and Health Care

Explore AI's transformative role in healthcare, focusing on ethical implementation, data structure, and real-world applications. Learn about Stanford's innovative AI projects and their impact on patient care.

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

Artificial Intelligence - The Future of Medicine and Health Care Is Here

Explore AI's transformative impact on healthcare through Stanford Medicine's innovations, including automated transcription and augmented reality in surgery, guided by responsible AI principles.

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

Fall Prevention and Modifiable Risk Factors for Older Adults - Mandarin Health Talk

探讨老年人跌倒的严重性及预防措施。介绍跌倒的风险因素、对健康和经济的影响，以及实用的预防策略，帮助老年人及其家人降低跌倒风险。

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

Integrating Pathology Images and Genomics Data for Cancer Grading

Innovative AI methods for integrating pathology images and genomics data to enhance cancer grading accuracy, addressing modality challenges and improving performance when genomics data is missing.

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

AI-Driven Advancements in Mammogram Analysis - MedAI #119

Exploring AI applications in mammogram analysis for cancer screening and cardiovascular risk assessment, addressing challenges in healthcare AI adaptation and extracting actionable clinical insights.

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

Data Compression - Video Compression - Lecture 18

Explore video compression techniques, including motion estimation and compensation, in this Stanford lecture on advanced data compression methods for efficient multimedia storage and transmission.

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

Data Compression I - Course Introduction and Lossless Compression Basics - Lecture 1

Introduction to lossless data compression fundamentals, covering key concepts and techniques for efficient information storage and transmission.

• YouTube
• 1 hour 3 minutes
• Self-Paced
• Free Video

Data Compression I - Lecture 5: Asymptotic Equipartition Property

Explore the Asymptotic Equipartition Property in data compression, a fundamental concept for understanding information theory and efficient coding techniques.

• YouTube
• 1 hour 20 minutes
• Self-Paced
• Free Video

Data Compression I - Lecture 4: Huffman Codes

Explore Huffman coding, a fundamental data compression technique, in this Stanford lecture. Learn its principles, implementation, and applications in information theory.

• YouTube
• 1 hour 15 minutes
• Self-Paced
• Free Video

Data Compression I - Lecture 3: Kraft Inequality, Entropy, and Introduction to SCL

Explore Kraft Inequality, entropy, and Source Coding Limit in data compression. Gain insights into fundamental concepts and their applications in information theory and coding.

• YouTube
• 1 hour 17 minutes
• Self-Paced
• Free Video