Deep Learning with PyTorch for Medical Image Analysis
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Genre: eLearning | MP4 | Video: h264, 1280x720 | Audio: AAC, 48.0 KHz
Language: English | Size: 3.64 GB | Duration: 12h 0m
Learn how to use Pytorch-Lightning to solve real world medical imaging tasks!
What you'll learn
Learn how to use NumPy
Learn classic machine learning theory principals
Foundations of Medical Imaging
Data Formats in Medical Imaging
Creating Artificial Neural Networks with PyTorch
Use PyTorch-Lightning for state of the art training
Visualize the decision of a CNN
2D & 3D data handling
Automatic Cancer Segmentation
Description
Did you ever want to apply Deep Neural Networks to more than MNIST, CIFAR10 or cats vs dogs?
Do you want to learn about state of the art Machine Learning frameworks while segmenting cancer in CT-images?
Then this is the right course for you!