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Overview
Learn how to use Pytorch-Lightning to solve real world medical imaging tasks! What you'll learn: Learn how to use Num Py Learn classic machine learning theory principals Foundations of Medical Imaging Data Formats in Medical Imaging Creating Artificial Neural Networks with Py Torch Use Py Torch-Lightning for state of the art training Visualize the decision of a CNN2D & 3D data handling Automatic Cancer Segmentation Did you ever want to apply Deep Neural Networks to more than MNIST, CIFAR10 or...
Syllabus
- Introduction
- Crash Course: NumPy
- Machine Learning Concepts Overview
- PyTorch Basics
- CNN - Convolutional Neural Networks
- Medical Imaging - A short Introduction
- Data Formats in Medical Imaging
- Pneumonia-Classification
- Cardiac-Detection
- Atrium-Segmentation
Instructor
Jose Portilla
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