Image Analysis Courses and Certifications

Lessons From the Regulatory Process for Medical Software for Image Analysis and AI

Explore regulatory processes for medical software and AI in image analysis, addressing challenges in AI/ML research and proposing improvements based on regulated software development practices.

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

Astronomy: images of the Universe

3 ratings at OpenLearn

Explore multiwavelength astronomy, measure celestial objects, and survey the Milky Way using online tools. Discover nebulae, stars, and galaxies while learning about astronomical imaging techniques.

• OpenLearn
• 6 hours
• On-Demand
• Free Certificate

Reading visual images

3 ratings at OpenLearn

What does a picture or an image tell you? This free course, Reading visual images, is an introduction to analysing and interpreting photographs as social data. Who controls what the image is ...

• OpenLearn
• 8 hours
• On-Demand
• Free Certificate

Applied Algebraic Topology Network

The Medial Axis - Image Analysis, Homological Simplification, Gerrymandering

Explore applications of the medial axis in image segmentation, shape simplification, and detecting gerrymandered districts. Learn about innovative approaches in computational geometry and topology.

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

Alan Turing Institute

Image Analysis in Neurodegenerative Disease

Explore AI-powered image analysis for neurodegenerative diseases, focusing on software that detects shape differences in diseased brain cells, with insights from PhD research.

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

DigitalSreeni

Color Separation and Nuclei Segmentation in Tissue Microarray Cores - Tutorial 344

Extract and analyze TMA core images: color separation, nuclei segmentation with StarDist, and intensity calculation for nuclear and cytosolic regions.

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

Labroots

Microphysiological Systems Research: Applications in Biopharmaceutics and Advancements in Image Analysis

Explore microphysiological systems in biopharmaceutics, focusing on microvascular network models and advanced 3D image analysis using deep learning for enhanced drug development and disease understanding.

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

Artificial Intelligence and Machine Learning in MSK Radiology

4 reviews

Explore AI and machine learning applications in musculoskeletal radiology, including a general tutorial on machine learning for radiologists.

• Independent
• On-Demand
• Free Online Course

Shoulder Radiography Fracture Dislocation

Explore humeral head fracture dislocation through radiography, enhancing diagnostic skills for accurate identification and interpretation of shoulder injuries.

• Independent
• On-Demand
• Free Online Course

Data Science in Stratified Healthcare and Precision Medicine

323 ratings at Coursera

Explore data science in biomedicine, from genomics to wearables. Learn computational methods for precision medicine, including sequence processing, image analysis, and machine learning. Gain hands-on experience with real-world data and case studies.

• Coursera
• 17 hours 24 minutes
• On-Demand
• Free Online Course (Audit)

Introduction to Radiology - Conventional Radiography

2 reviews

Explore conventional radiography's history, techniques, and image interpretation with Dr. Mathur. Learn to identify densities, patient positioning, and projections in X-rays.

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

Microcredential

Basics in computer vision

Comprehensive introduction to computer vision, covering mathematics, 2D image processing with OpenCV, and object-oriented programming in C++. Develop practical skills for real-world applications.

• Coursera
• 13 weeks, 4 hours a week
• On-Demand
• Paid Course

Introduction to Data, Signal, and Image Analysis with MATLAB

210 ratings at Coursera

Learn MATLAB for data, signal, and image analysis. Master machine learning, data visualization, image processing, and signal analysis techniques for practical applications in various fields.

• Coursera
• 23 hours
• On-Demand
• Free Online Course (Audit)

Introduction to Computer Vision

Explore essential algorithms and methods for computer vision, from traditional image analysis to modern deep learning techniques. Learn about AI-generated images and their ethical implications.

• Coursera
• 20 hours 1 minute
• On-Demand
• Free Online Course (Audit)

AI in Molecular Imaging

Explore AI applications in molecular imaging, focusing on deep reconstruction techniques and their impact on medical diagnostics and research.

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