Artificial Intelligence based Methods for Atrial Fibrillation Ablation Procedures As one of the most common types of heart arrhythmias, atrial fibrillation is a severe disorder of the heart rhythm affecting the left atrium. Among the most serious complications count stroke and tachycardia mediat...

In this video, we introduce the Laplacian SVM. Watch on:FAU TVYouTube

This video discusses Gated Recurrent Units and compares them to Elman and LSTM Cells. Watch on:FAU TVFAU TV (no memes)YouTube Read the Transcript (Summer 2020) at:LMETowards Data Science

In this video, we look at the Kernel PCA and advanced kernels such as sequence kernels. Watch on:FAU TVYouTube

Model-Based and Data-Driven Geometry Alignment for Angiography Systems Tomography is the reconstruction of internal structures based on a sensory signal. X-ray cone-beam computed tomography (CBCT) measures the X-ray absorption with a source-detector gantry mounted on a C-shaped arm that rotates ...

This video discusses Long-Short-Term Memory Units. Watch on:FAU TVFAU TV (no memes)YouTube Read the Transcript (Summer 2020) at:LMETowards Data Science

In this video, we look at kernels for Support Vector Machines and the Perceptron and learn about Mercer's Theorem. Watch on:FAU TVYouTube

This video discusses the training of simple RNNs using the backpropagation through time algorithm. Watch on:FAU TVFAU TV (no memes)YouTube Read the Transcript (Summer 2020) at:LMETowards Data Science

In this video, we see how strong duality helps us with the support vector machine optimization. Watch on:FAU TVYouTube

This video introduces the topic of recurrent neural networks and the Elman Cell. Watch on:FAU TVFAU TV (no memes)YouTube Read the Transcript (Summer 2020) at:LMETowards Data Science