Medical Artificial Intelligence: Deep Learning and Computer Vision

Introduction

What this guide covers

Introduction // ADVANCED CLINICAL ARTIFICIAL INTELLIGENCE

Overview

Topics covered

• Introduction
• Deep Learning and Computer Vision in Medicine
• Introduction to Medical AI and Clinical Workflows
• Physics of Image Modalities and Data Structure
• Computed Tomography (CT)
• Magnetic Resonance (MRI)

Related concepts

Main connections

• Diagnostic test evaluation & ROC
• Neural networks & deep learning
• Supervised machine learning
• Calculus & differentiation
• Self-attention & Transformer architectures
• Preprocessing pipelines & transform recipes

Compatible notation

Mathematical sample in LaTeX

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