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Introduction to advanced tomography
Lars Pilgaard Mikkelsen,
Vedrana Andersen Dahl,
Henning Osholm Soerensen,
Jakob Sauer Jørgensen,
and
Jens Wenzel Andreasen
Lars Pilgaard Mikkelsen,
Vedrana Andersen Dahl,
Henning Osholm Soerensen,
Jakob Sauer Jørgensen,
and
Jens Wenzel Andreasen
In this course you get the chance to get teaching and hands-on experience with the complete workflow of high-resolution tomography analysis. You will get introduced to data acquisition, 3D reconstruction, segmentation and meshing and, finally, 3D modelling of data to extract physical parameters describing mechanical and flow properties. The teaching and the exercises will take place in close interaction with top experts in the field. Exercises will require some basic programming skills, and will be carried out in a common python environment.
Register for this course and see more details by visiting:
OpenCourser.com/course/nnkv9o/introduction
What's inside
Syllabus
Introduction to Advanced Tomography
This modules introduces the course and the philosophy behind its structure
What is tomography and what can it do for me?
Read more
Syllabus
Introduction to Advanced Tomography
This modules introduces the course and the philosophy behind its structure
What is tomography and what can it do for me?
Read more
Introduction to Jupyter notebooks for data handling
Where is the data coming from?
Description of the cases studied throughout the course
Tomographic reconstruction
Imaging contrast
Segmentation
Computer resources
Modelling physical parameters
Closing session
Short presentation of the instructors and in the Honors part work with other cases
Good to know
Good to know
Know what's good ,
what to watch for , and
possible dealbreakers
Teaches advanced tomographic techniques, providing learners a comprehensive understanding of the field
Combines theory with practical exercises, providing hands-on experience in data acquisition, reconstruction, segmentation, and modeling
Led by top experts in the field, ensuring high-quality instruction and guidance throughout
Requires basic programming skills, catering to learners with some prior coding experience
Focuses on high-resolution tomography analysis, limiting its applicability to specific areas of research and industry
Incorporates Jupyter notebooks for data handling, necessitating familiarity with this tool
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Reviews summary
Advanced tomography fundamentals
Learners say this course offers a strong theoretical basis for advanced tomography with engaging assignments and a strong introduction to the field. They say the course is well-structured and the materials are well-organized. The honors track is said to be a highlight. While one learner says the course lacks complete examples, most learners say the course is taught clearly, the instructors are knowledgeable, and the assignments are rigorous.
Knowledgeable instructors
"Excellent!"
"Very complete course..."
"The best course"
Well-structured course
"Excellent!"
"The best course"
"muy bueno, practico y entendible"
Clear instruction
"Lectures are informative..."
"The mathematical background can help you if you want to go deeper in tomography."
"The FEniCS part of the last week should be given more time, since it is extremely detailed and also relevant."
Rigorous assessments
"Awesome course. Very useful in my field of research."
"I love the modules that covered regularization by total variation."
"Eventhough this course is hard, I love it."
Strong foundation
"Excellent basics on tomography and research oriented course."
"The framework of theoretical aspects and jupyter notebooks helped me a lot to understand and to create my own pipeline."
"Very complete course, it explained the workflow with high precision and good examples."
Limited practical examples
"Not a complete course."
"Lectures are informative but practical examples are limited."
Activities
Coming soon
We're preparing activities for
Introduction to advanced tomography.
These are activities you can do either before, during, or after a course.
Career center
Learners who complete Introduction to advanced tomography will develop knowledge and skills
that may be useful to these careers:
Microscopist
Microscopist
Microscopists are responsible for operating and maintaining microscopes to prepare, examine, and analyze biological or inorganic materials. They use advanced imaging techniques, such as tomography, to create detailed images of samples. This course provides a comprehensive overview of tomography, from data acquisition to 3D modeling, which will be highly beneficial for those who wish to pursue a career as a Microscopist.
Materials Scientist
Materials Scientist
Materials Scientists research and develop new materials, as well as improve existing ones. They use advanced techniques, such as tomography, to study the structure and properties of materials. This course provides a foundation in tomography, which will be helpful for those who wish to pursue a career as a Materials Scientist.
Biomedical Engineer
Biomedical Engineer
Biomedical Engineers design and develop medical devices and systems. They use advanced imaging techniques, such as tomography, to create detailed images of the human body. This course provides a strong foundation in tomography, which will be helpful for those who wish to pursue a career as a Biomedical Engineer.
Mechanical Engineer
Mechanical Engineer
Mechanical Engineers design and develop mechanical systems. They use advanced imaging techniques, such as tomography, to analyze the structure and properties of materials. This course provides a foundation in tomography, which will be helpful for those who wish to pursue a career as a Mechanical Engineer.
Civil Engineer
Civil Engineer
Civil Engineers design and construct infrastructure projects. They use advanced imaging techniques, such as tomography, to analyze the structure and properties of materials. This course provides a foundation in tomography, which will be helpful for those who wish to pursue a career as a Civil Engineer.
Geologist
Geologist
Geologists study the Earth's structure and history. They use advanced imaging techniques, such as tomography, to create detailed images of the Earth's interior. This course provides a foundation in tomography, which will be helpful for those who wish to pursue a career as a Geologist.
Archaeologist
Archaeologist
Archaeologists study human history and culture through the excavation and analysis of artifacts. They use advanced imaging techniques, such as tomography, to create detailed images of archaeological sites. This course provides a foundation in tomography, which will be helpful for those who wish to pursue a career as an Archaeologist.
Forensic Scientist
Forensic Scientist
Forensic Scientists collect and analyze evidence to solve crimes. They use advanced imaging techniques, such as tomography, to create detailed images of crime scenes and evidence. This course provides a foundation in tomography, which will be helpful for those who wish to pursue a career as a Forensic Scientist.
Quality Control Inspector
Quality Control Inspector
Quality Control Inspectors ensure that products meet safety and quality standards. They use advanced imaging techniques, such as tomography, to inspect products for defects. This course provides a foundation in tomography, which will be helpful for those who wish to pursue a career as a Quality Control Inspector.
Manufacturing Engineer
Manufacturing Engineer
Manufacturing Engineers design and develop manufacturing processes. They use advanced imaging techniques, such as tomography, to analyze the structure and properties of materials. This course provides a foundation in tomography, which will be helpful for those who wish to pursue a career as a Manufacturing Engineer.
Research Scientist
Research Scientist
Research Scientists conduct research in a variety of fields. They use advanced imaging techniques, such as tomography, to create detailed images of samples. This course provides a foundation in tomography, which will be helpful for those who wish to pursue a career as a Research Scientist.
Science Teacher
Science Teacher
Science Teachers teach science to students at all levels. They use advanced imaging techniques, such as tomography, to demonstrate scientific concepts. This course provides a foundation in tomography, which will be helpful for those who wish to pursue a career as a Science Teacher.
Technical Writer
Technical Writer
Technical Writers create technical documentation, such as manuals and reports. They use advanced imaging techniques, such as tomography, to create detailed illustrations. This course provides a foundation in tomography, which will be helpful for those who wish to pursue a career as a Technical Writer.
Science Communicator
Science Communicator
Science Communicators share scientific information with the public. They use advanced imaging techniques, such as tomography, to create engaging visuals. This course provides a foundation in tomography, which will be helpful for those who wish to pursue a career as a Science Communicator.
Medical Physicist
Medical Physicist
Medical Physicists use physics principles to develop and use medical imaging technologies, such as tomography. They use advanced imaging techniques, such as tomography, to create detailed images of the human body.
For more career information including salaries, visit:
OpenCourser.com/course/nnkv9o/introduction
Reading list
We've selected ten books
that we think will supplement your
learning. Use these to
develop background knowledge, enrich your coursework, and gain a
deeper understanding of the topics covered in
Introduction to advanced tomography.
Provides comprehensive coverage of medical image analysis, including chapters on different tomographic imaging modalities and their applications in clinical practice.
Provides a comprehensive overview of image processing techniques used in radiology, including chapters on different tomographic imaging modalities and their applications.
Provides a comprehensive overview of deep learning techniques used in computer vision, including chapters on image classification and object detection.
Provides a comprehensive overview of digital image processing techniques, including chapters on different image acquisition and processing methods used in tomography.
Save
Provides a comprehensive overview of artificial intelligence techniques used in computer vision, including chapters on image classification and object detection.
Provides a comprehensive overview of computer vision, including chapters on image acquisition and processing methods used in tomography.
Provides a comprehensive overview of image processing and analysis, including chapters on different image acquisition and processing methods used in tomography.
Provides a comprehensive overview of digital image processing, including chapters on different image acquisition and processing methods used in tomography.
Save
Provides a comprehensive overview of machine learning techniques used in computer vision, including chapters on image classification and object detection.
Save
Provides a concise overview of image processing techniques, including chapters on different image acquisition and processing methods used in tomography.
For more information about how these books relate to this course, visit:
OpenCourser.com/course/nnkv9o/introduction
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Via
Coursera
Institution
Technical University of Denmark (DTU)
Instructors
Lars Pilgaard Mikkelsen
Vedrana Andersen Dahl
Henning Osholm Soerensen
Jakob Sauer Jørgensen
Jens Wenzel Andreasen
Language
English
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Good to know
Teaches advanced tomographic techniques, providing learners a comprehensive understanding of the field
Combines theory with practical exercises, providing hands-on experience in data acquisition, reconstruction, segmentation, and modeling
Led by top experts in the field, ensuring high-quality instruction and guidance throughout
Requires basic programming skills, catering to learners with some prior coding experience
Focuses on high-resolution tomography analysis, limiting its applicability to specific areas of research and industry
Incorporates Jupyter notebooks for data handling, necessitating familiarity with this tool
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