Deep Learning

Peering into the Lungs: A Comprehensive Guide to 3D Lung Visualization with Streamlit, Lungmask, and AI Welcome to a world where data comes to life! This blog post will be your comprehensive guide to building a powerful 3D lung visualization application using Python, Streamlit, and the magic of AI. We’ll journey through the fascinating world of medical imaging, exploring the intricacies of DICOM files, the power of the lungmask library, and the elegance of 3D visualization with Plotly....

Chapter 1: Introduction to Deep Learning and Neural Networks 1.1 Overview of Artificial Intelligence and Machine Learning 1.1.1 History of AI and ML Artificial Intelligence (AI) refers to the simulation of human intelligence by machines, typically through computer systems. These systems are designed to perform tasks that normally require human intelligence, such as recognizing speech, making decisions, or translating languages. The roots of AI trace back to the mid-20th century, where early pioneers like Alan Turing laid the groundwork with concepts such as the Turing Test, a criterion to judge whether a machine’s behavior is indistinguishable from that of a human....