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Decks in this class (17)
Intro to Medical Imaging Modalities
Define emission and provide an ex...,
Define transmission and provide a...,
Define reflection and provide an ...
16
cards
CT and MRI
Explain the principles of ct imag...,
What is hounsfield unit and why i...,
How many ray sums projections are...
17
cards
MRI / FMRI / PET
How does phase encoding gradient ...,
How many repetitions peg acquisit...,
What is k space a what info does ...
12
cards
Fundamentals of Image Processing
2d vs 3d a how are 2d and 3d imag...,
Modality and resolution 2,
Noise a what is additive white ga...
9
cards
Fundamentals of 2D Signal Processing
Lsi system a what is a linear spa...,
Describe how 2d convolution is do...,
Dsft a given the formulas explain...
7
cards
Medical Image Filtering
Considerations a what are some co...,
Goals a what are goals of medical...,
What is a point to point operation 3
9
cards
Medical Imaging Segmentation
Segmentation a what does it mean ...,
Segmentation a what are some trad...,
Segmentation by thresholding 3
14
cards
Evaluation Metrics and Deformable Models
Segmentation a what is a crisp vs...,
Evaluation metrics a what are som...,
True false negative positive 3
14
cards
4.1 Unsupervised Learning
What does machine learning mean 1,
What is the main difference betwe...,
Name some machine learning applic...
18
cards
4.2 Clustering
A what is the main idea for densi...,
Name 3 performance evaluation met...,
A what is the main idea for a fuz...
10
cards
4.3 General ML principles
What does an svd algorithm do 1,
What are the similarities and dif...,
A in a typical ml algo how would ...
8
cards
5.1 Supervised Learning
A what does supervised learning m...,
What is the diff between binary a...,
A what are regression metrics 3
15
cards
5.2 K-Nearest + Decision Tree
A what does non parametric classi...,
What is the main principle that t...,
A describe the algo for the k nn ...
12
cards
5.3 SVM
A why is svm a discriminative alg...,
Why is the svm goal 2,
A explain the general equation of...
8
cards
6.1 Neural Networks
A what is the key idea for an art...,
A describe what a perceptron is 2,
A what are the main components of...
15
cards
6.2 CNN Training
What is the goal of training a ma...,
What are common loss functions an...,
A describe the two paths during t...
9
cards
6.3 Regularization and Architecture
A why is regularization needed 1,
A what is the main difference bet...,
A what does drop out mean 3
12
cards
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BMEG 400Q
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