Statistical Shape Modelling: Computing the Human Anatomy
Learn the technology of modelling, as used in computational face recognition or in surgeries, with this free online course._x000D_
What You'll Learn in This Course
Master key concepts and practical skills through structured learning modules. By completing this curriculum, you'll gain valuable expertise applicable to real-world scenarios.
Learning Outcome 1
Statistical shape models are one of the most important technologies in computer vision and medical image analysis. With this technology, the computer learns the characteristic shape variations of an object or organ. The model resulting from this analysis may then be used in implant design, image analysis, surgery planning and many other fields.
Learning Outcome 2
In this free online course, you will get insights from mathematics, statistics and machine learning, in order to address practical problems, as well as a theoretical and practical introduction to the open source software Scalismo.
Skills You'll Develop
This comprehensive Statistical Shape Modelling: Computing the Human Anatomy curriculum is designed to take you from foundational concepts to advanced implementation. Each module builds upon the previous, ensuring a structured learning path that maximizes knowledge retention and practical application.
Course Requirements & Target Audience
Understand what you need to succeed in this course and determine if it's the right fit for your learning goals
What you need before starting this Statistical Shape Modelling: Computing the Human Anatomy course:
- Model the normal shape variations of anatomical shapes using Gaussian processes
- Explore the mathematical concept of Gaussian processes visually on 3D shapes
- Apply the theoretical concepts of shape modelling to clinically relevant problems in shape and image analysis
- Develop programs for building and fitting statistical shape models to images using the open source software Scalismo
This course is perfect for:
- Motivated learners at any level
- Self-paced students
- Anyone interested in the subject
This course might not be suitable if:
- • You're looking for a quick tutorial rather than comprehensive learning
- • You prefer learning without structured curriculum
- • You need highly specialized or niche content
Course Information & Details
Everything you need to know about this online course, from duration to certification
Course Instructor
Establishing point-to-point correspondence between example shapes
Expert instructor with industry experience
Subject Category
IT & Computer Science, Healthcare & Medicine, Medical Technology
Part of our IT & Computer Science, Healthcare & Medicine, Medical Technology curriculum
Course Language
English
All materials in English
Start Your Learning Journey Today
This online course offers comprehensive training with expert instruction, practical exercises, and a certificate of completion. Join thousands of students advancing their careers through quality online education.
View Current Pricing
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What's Included
- Modelling families of anatomical shapes
- Basic theory of Gaussian Processes for modelling shape variations
- Usage of the shape modelling software Scalismo
- Building classical statistical shape models from example data
- Reconstruction of partially observed shapes
- Fitting statistical shape models to surfaces
- ✓Instant access after enrollment
- ✓Learn at your own pace
- ✓Direct enrollment with University of Basel
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