AI for Medical Diagnosis

DeepLearning.AI via Coursera

Coursera based on 2,006 ratings

Likes

Overview

AI is transforming the practice of medicine. Itsing doctors diagnose patients more accurately, make predictions about patients future health, and recommend better treatments. As an AI practitioner, you have the opportunity to join in this transformation of modern medicine. If you're already familiar with some of the math and coding behind AI algorithms, and are eager to develop your skills further to tackle challenges in the healthcare industry, then this specialization is for you. No prior medical expertise is required!...

Syllabus

Disease Detection with Computer Vision

By the end of this week, you will practice classifying diseases on chest x-rays using a neural network.

Evaluating Models

By the end of this week, you will practice implementing standard evaluation metrics to see how well a model performs in diagnosing diseases.

Image Segmentation on MRI Images

By the end of this week, you will prepare 3D MRI data, implement an appropriate loss function for image segmentation, and apply a pre-trained U-net model to segment tumor regions in 3D brain MRI images.