Medical Imaging Course - Videos and Lecture-Notes/Slides
Click here to view the YouTube Playlist of the videos of this course.
Module-1: Introduction
L01 - Course Outline - Video and Slides
L02 - Medical Imaging Modalities - Video and Slides
L03 - Applications in Medical Imaging - Video and Slides
L04 - Challenges and Datasets in Medical Imaging - Video and Slides
L05 - Medical Imaging Software Imaging Tools - Video and Slides
L06 - Introduction to X-ray Imaging - Video and Slides
L07 - Introduction to Digital Imaging - Video and Slides
L08 - Discussion on L07 & Image Processing in MATLAB - Video
Module-2: Image Enhancements in the Spatial Domain
L09 - Pixel-based Intensity Transformations - Video and Slides
L10 - Histogram based Methods - Video and Slides
L11 - Detailed Discussion on L09 & L10 - Video
L12 - Histogram Equalization - Video and Slides and Notes
L13 - Discussion on L12 & More Insights into Histogram Equalization - Video
L14 - Adaptive Histogram Equalization (AHE) and Contrast Limited AHE - Video and Slides
L15 - Spatial Filtering: Part-1 - Video and Notes
L16 - Detailed Discussion on L14 & L15 - Video
L17 - Spatial Filtering: Part-2 - Video and Slides
L18 - Spatial Filtering: Part-3 - Video and Slides
L19 - Detailed Discussion on L17 & L18 - Video
Module-3: Image Enhancements in the Frequency Domain
L20 - Overview of Complex Numbers and Intro. to Fourier Transform - Video and Notes
L21 - Detailed Discussion on L20 - Video
L22 - Examples of 1D and 2D Continuous Time Fourier Transform (CTFT) - Video and Notes
L23 - Analysis of 2D CTFT - Video and Slides
L24 - Detailed Discussion on L23 and Intro. to Sampling - Video
L25 - Sampling: Part-1 - Video and Notes
L26 - Sampling: Part-2 - Video and Slides
L27 - Definitions of 2D DTFT and DFT - Video and Notes
Module-4: CT Image Reconstruction
L28 - Radon Transform - Video and Notes
L29 - Fourier Slice Theorem - Video and Notes
L30 - Fourier Slice Theorem Continued - Video and Notes
L31 - Filtered Back Projection Algorithm - Video and Notes
Module-5: MR Imaging
L32 - Physics of MR Imaging Part-1 - Video and Notes
L33 - Physics of MR Imaging Part-2 - Video and Notes
L34 - Physics of MR Imaging Part-3 - Video and Notes
L35 - Detailed Discussion on L34 - Video
L36 - Bloch Equation Part-1 - Video and Notes
L37 - Bloch Equation Part-2 - Video and Notes
L38 - Signal Equation & it's Interpretation - Video and Notes
L39 - Slice Selection - Video and Notes
L40 - Overview of Machine Learning in Medical Imaging - Video and Slides
Module-1: Introduction
L01 - Course Outline - Video and Slides
L02 - Medical Imaging Modalities - Video and Slides
L03 - Applications in Medical Imaging - Video and Slides
L04 - Challenges and Datasets in Medical Imaging - Video and Slides
L05 - Medical Imaging Software Imaging Tools - Video and Slides
L06 - Introduction to X-ray Imaging - Video and Slides
L07 - Introduction to Digital Imaging - Video and Slides
L08 - Discussion on L07 & Image Processing in MATLAB - Video
Module-2: Image Enhancements in the Spatial Domain
L09 - Pixel-based Intensity Transformations - Video and Slides
L10 - Histogram based Methods - Video and Slides
L11 - Detailed Discussion on L09 & L10 - Video
L12 - Histogram Equalization - Video and Slides and Notes
L13 - Discussion on L12 & More Insights into Histogram Equalization - Video
L14 - Adaptive Histogram Equalization (AHE) and Contrast Limited AHE - Video and Slides
L15 - Spatial Filtering: Part-1 - Video and Notes
L16 - Detailed Discussion on L14 & L15 - Video
L17 - Spatial Filtering: Part-2 - Video and Slides
L18 - Spatial Filtering: Part-3 - Video and Slides
L19 - Detailed Discussion on L17 & L18 - Video
Module-3: Image Enhancements in the Frequency Domain
L20 - Overview of Complex Numbers and Intro. to Fourier Transform - Video and Notes
L21 - Detailed Discussion on L20 - Video
L22 - Examples of 1D and 2D Continuous Time Fourier Transform (CTFT) - Video and Notes
L23 - Analysis of 2D CTFT - Video and Slides
L24 - Detailed Discussion on L23 and Intro. to Sampling - Video
L25 - Sampling: Part-1 - Video and Notes
L26 - Sampling: Part-2 - Video and Slides
L27 - Definitions of 2D DTFT and DFT - Video and Notes
Module-4: CT Image Reconstruction
L28 - Radon Transform - Video and Notes
L29 - Fourier Slice Theorem - Video and Notes
L30 - Fourier Slice Theorem Continued - Video and Notes
L31 - Filtered Back Projection Algorithm - Video and Notes
Module-5: MR Imaging
L32 - Physics of MR Imaging Part-1 - Video and Notes
L33 - Physics of MR Imaging Part-2 - Video and Notes
L34 - Physics of MR Imaging Part-3 - Video and Notes
L35 - Detailed Discussion on L34 - Video
L36 - Bloch Equation Part-1 - Video and Notes
L37 - Bloch Equation Part-2 - Video and Notes
L38 - Signal Equation & it's Interpretation - Video and Notes
L39 - Slice Selection - Video and Notes
L40 - Overview of Machine Learning in Medical Imaging - Video and Slides