The course will cover applications of Machine Learning (ML) in medical imaging modalities like ultrasound, computed tomography (CT), and magnetic resonance imaging (MRI) that are commonly used in Radiology. Starting with a brief introduction to Artificial Intelligence and ML, this course will cover the perceptron model, multilayer perceptron (MLP), convolutional neural networks (CNN), recurrent neural networks (RNN), transformers, autoencoders, and generative models (like GANs). Image classif...
The course will cover applications of Machine Learning (ML) in medical imaging modalities like ultrasound, computed tomography (CT), and magnetic resonance imaging (MRI) that are commonly used in Radiology. Starting with a brief introduction to Artificial Intelligence and ML, this course will cover the perceptron model, multilayer perceptron (MLP), convolutional neural networks (CNN), recurrent neural networks (RNN), transformers, autoencoders, and generative models (like GANs). Image classif...
