3D Modeling for Medical Applications in Radiology
Study Course Implementer
Riga, 26a Anninmuizas boulevard, Floor No.1, Rooms 147 a and b, fizika@rsu.lv, +371 67061539
About Study Course
Objective
To train students in spatial modeling, creation, acquisition, improvement of spatial anatomical models, as well as preparation for 3D printing. To introduce students to various spatial modeling options and software, to give students the opportunity to create digital spatial models of various complexity and print them. It is expected that the students who have completed the study course will be able to independently develop and prepare spatial models for 3D printing, using data from radiology examinations, and will be able to apply the acquired knowledge in their professional activities.
Preliminary Knowledge
Knowledge of informatics at the level of the secondary school program. It is preferable to take the study course FK_069 "IT basics" in advance.
Learning Outcomes
Knowledge
1.To provide students with insight and practical knowledge in 3D scanning and modeling, which students could potentially encounter in the future in their professional environment, thereby increasing their competitiveness.
Skills
1.As a result of the study course, students will be able to use the acquired knowledge of 3D scanning and modeling in order to be able to work practically with various 3D modeling programs, as well as to be able to apply these technologies in practice. It is expected that the students who have completed the study course will be able to independently develop and prepare spatial models for printing, using data from radiology examinations, and will be able to apply the acquired knowledge in their professional activities.
Competences
1.As a result of learning the study course, students will be able to use the available 3D scanning and modeling technologies, will be able to assess the current situation in the field of 3D technologies, predict its development directions.
Assessment
Individual work
|
Title
|
% from total grade
|
Grade
|
|---|---|---|
|
1.
Individual work |
50.00% from total grade
|
10 points
|
|
Practical tasks of radiological examination segmentation and 3D model processing. |
||
Examination
|
Title
|
% from total grade
|
Grade
|
|---|---|---|
|
1.
Examination |
50.00% from total grade
|
10 points
|
|
Active participation in practical lessons. Successful completion of a test in the form of a test in the e-study environment, which accounts for 50% of the final grade. |
||
Study Course Theme Plan
-
Lecture
|
Modality
|
Location
|
Contact hours
|
|---|---|---|
|
Off site
|
Video
|
2
|
Topics
|
Basics of spatial modeling, geometry of objects, spatial planes, projections of spatial objects.
|
-
Class/Seminar
|
Modality
|
Location
|
Contact hours
|
|---|---|---|
|
On site
|
Computer room
|
3
|
Topics
|
Extraction of spatial 3D models from radiological examinations. Introduction to image segmentation. Introduction to parametric modeling.
|
-
Class/Seminar
|
Modality
|
Location
|
Contact hours
|
|---|---|---|
|
On site
|
Computer room
|
3
|
Topics
|
Practical examples of parametric modeling.
|
-
Class/Seminar
|
Modality
|
Location
|
Contact hours
|
|---|---|---|
|
Off site
|
Computer room
|
3
|
Topics
|
Introduction to image segmentation. Extraction of 3D spatial models from radiological examinations of solid tissues.
|
-
Class/Seminar
|
Modality
|
Location
|
Contact hours
|
|---|---|---|
|
On site
|
Computer room
|
3
|
Topics
|
Introduction to direct modeling, mesh models, direct modeling software, comparison of direct and parametric modeling. Scaling sizes and dimensions in direct modeling.
|
-
Class/Seminar
|
Modality
|
Location
|
Contact hours
|
|---|---|---|
|
On site
|
Computer room
|
3
|
Topics
|
Modification of "mesh" models, adaptation of models created by direct modeling to parametric modeling, parametric modeling options.
|
-
Class/Seminar
|
Modality
|
Location
|
Contact hours
|
|---|---|---|
|
On site
|
Computer room
|
3
|
Topics
|
Case study for soft tissue. Fusion of spatial models, advanced functions of direct modeling programs, processing of segmented files.
|
-
Class/Seminar
|
Modality
|
Location
|
Contact hours
|
|---|---|---|
|
On site
|
Computer room
|
3
|
Topics
|
Practical tasks of segmentation and model processing of radiological examinations.
|
-
Class/Seminar
|
Modality
|
Location
|
Contact hours
|
|---|---|---|
|
On site
|
Computer room
|
3
|
Topics
|
Work on the final project.
|
-
Class/Seminar
|
Modality
|
Location
|
Contact hours
|
|---|---|---|
|
On site
|
Computer room
|
3
|
Topics
|
Work on the final project.
|
-
Class/Seminar
|
Modality
|
Location
|
Contact hours
|
|---|---|---|
|
On site
|
Computer room
|
3
|
Topics
|
Defense of the final project.
|
Bibliography
Required Reading
Geoff Dougherty. Digital Image Processing for Medical Applications. California State University, Channel Islands, April 2009. (akcpetējams izdevums)Suitable for English stream
Image Processing in Radiology: Current Applications. (eds. Emanuele Neri, Davide Caramella, Carlo Bartolozzi), Springer Berlin, Heidelberg, Published: 14 November 2007 (akcpetējams izdevums)Suitable for English stream
Additional Reading
Richard Szeliski. Computer Vision: Algorithms and Applications, 2nd ed. The University of Washington, Springer, 2022Suitable for English stream