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USMLE® Step 1 flashcards

AI in medical imaging

This class was created by Brainscape user Blink128 YourLove. Visit their profile to learn more about the creator.

By: Blink128 YourLove
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Decks in this class (9)

Lecture 1
Digital image,
Sampling,
Quantisation
12  cards
Lecture 2
Labelling,
Connectivity,
Connected component analysis
12  cards
Lecture 3
Machine learning basics,
Parametric models,
Training supervised models
7  cards
Lecture 4
Convolutional neural networks,
Parameters of a convnet,
Relu initialisation
8  cards
Lecture 5
Segmentation,
Fully convolutional network,
Receptive field
13  cards
Lecture 6
Googlenet,
Resnet,
Using pre trained networks
8  cards
Lecture 7
Natural language processing in he...,
Classical text mining methods,
Classical machine learning
7  cards
chatGPT questions exam2
What does stochastic gradient des...,
How does sgd differ from traditio...,
What are the key benefits and dra...
40  cards
chatGPT questions exam1
What is batch normalization and i...,
What does a convolution operation...,
Why is padding used in convolutio...
40  cards

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AI in medical imaging

  • Class purpose General learning

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