Medical Imaging Techniques: CT Imaging and Reconstruction Techniques
( 30 Modules )

Module #1
Introduction to Medical Imaging
Overview of medical imaging modalities and their applications

Module #2
Principles of X-ray CT Imaging
Basics of X-ray CT imaging, including absorption and scattering of X-rays

Module #3
History of CT Imaging
Development of CT imaging from its inception to modern advancements

Module #4
CT Scanner Components
Overview of CT scanner components, including X-ray tube, detectors, and gantry

Module #5
CT Imaging Acquisition Modes
Explanation of different CT imaging acquisition modes, including axial, spiral, and cone-beam

Module #6
Introduction to CT Reconstruction
Basics of CT reconstruction, including algebraic reconstruction techniques (ART) and filtered backprojection (FBP)

Module #7
Filtered Backprojection (FBP)
In-depth explanation of FBP algorithm, including filtering and backprojection steps

Module #8
Algebraic Reconstruction Techniques (ART)
In-depth explanation of ART algorithm, including iterative reconstruction and algebraic equations

Module #9
Iterative Reconstruction Techniques
Overview of iterative reconstruction techniques, including ML-EM and OS-EM

Module #10
Model-Based Reconstruction
Introduction to model-based reconstruction, including prior knowledge and regularization techniques

Module #11
Sparse-View CT Reconstruction
Techniques for reconstructing images from limited-angle or sparse-view data

Module #12
Limited-Angle CT Reconstruction
Reconstruction techniques for limited-angle CT data

Module #13
Motion Correction and Compensatory Techniques
Methods for correcting motion artifacts and compensating for patient movement

Module #14
Beam-Hardening Correction
Techniques for correcting beam-hardening artifacts

Module #15
Metal Artifact Reduction
Methods for reducing metal artifacts in CT images

Module #16
CT Perfusion Imaging
Principles and applications of CT perfusion imaging

Module #17
Dual-Energy CT Imaging
Principles and applications of dual-energy CT imaging

Module #18
Spectral CT Imaging
Principles and applications of spectral CT imaging

Module #19
CT-Guided Interventional Procedures
Role of CT in guiding interventional procedures

Module #20
Future Directions in CT Imaging
Emerging trends and advancements in CT imaging

Module #21
CT Image Processing Fundamentals
Basic concepts of image processing, including filtering and feature extraction

Module #22
Image Segmentation and Registration
Techniques for segmenting and registering CT images

Module #23
Image Feature Extraction and Analysis
Methods for extracting and analyzing features from CT images

Module #24
Machine Learning in CT Imaging
Applications of machine learning in CT image analysis and diagnosis

Module #25
Clinical Applications of CT Image Analysis
Role of CT image analysis in clinical decision-making

Module #26
CT Imaging in Radiation Therapy
Role of CT imaging in radiation therapy planning and treatment

Module #27
CT Imaging in Cardiovascular Disease
Applications of CT imaging in cardiovascular disease diagnosis and treatment

Module #28
CT Imaging in Neurological Disorders
Role of CT imaging in neurological disorder diagnosis and treatment

Module #29
Case Studies in CT Imaging
Real-world case studies demonstrating applications of CT imaging

Module #30
Course Wrap-Up & Conclusion
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Medical Imaging Techniques: CT Imaging and Reconstruction Techniques ( 30 Modules )

Medical Imaging Techniques: CT Imaging and Reconstruction Techniques
( 30 Modules )