Let's Build Brain Bleeding AI Detector From Scratch скачать в хорошем качестве

Let's Build Brain Bleeding AI Detector From Scratch

This is the most step-by-step spelled-out explanation of training clinical neural networks to detect brain bleeding (intracranial hemorrhage) from scratch. It assumes zero to basic knowledge of Python, Kaggle, deep learning, artificial neural networks, CT of the brain, brain anatomy, and neurology. You only need curiosity about AI in medicine and interest in building clinical AI tools. Links: Website: https://clinicalaiacademy.com/ Newsletter: https://clinicalaiacademy.substack.com/ Discussion forum: Just use youtube comments below. On linkedin:   / drahmadnazzal   The notebook on Kaggle: https://www.kaggle.com/code/amdnzl/in... Chapters: 00:00:00 intro 00:01:54 principles guiding this tutorial 00:03:07 introducing Kaggle 00:03:41 computed tomography (CT) and intracranial hemorrhage (ICH) 00:09:16 finding, loading, and exploring the dataset 00:17:44 train/validation split 00:20:45 preprocessing using pytorch dataset and dataloaders 00:26:14 human visual system 00:29:15 convolutional neural networks (CNNs) 00:37:23 training the neural networks 00:45:41 evaluating the performance of neural networks 00:49:16 predictions, inference, and visualisation 00:52:13 summary, reflections, and conclusion Video for educational purposes only.