Overview

The AI for Healthcare programme at Udacity project involves training a CNN to classify chest X-rays for the presence of pneumonia and writing an FDA validation plan. The second course covers 3D imaging data, including clinical fundamentals, imaging modalities, and common analysis tasks.

It also explores how AI can be integrated into the clinical workflow. Both courses are designed to teach students how to derive clinically relevant insights from medical imaging data using AI.

Nanodegree Skills

Applying AI to 2D Medical Imaging Data

Fda medical device framework

Pydicom

AI for 2d medical imaging

Hyperparameter tuning

Data augmentation

Image pre-processing

Data pre-processing

Convolutional neural networks

Medical and healthcare regulations and standards

Applying AI to 3D Medical Imaging Data

Medical and healthcare regulations and standards

Medical imaging basics

Clinical basics

Dicom

Clinical environment modeling

Multiplanar reconstruction

Image segmentation

Convolutional kernels

Applying AI to EHR Data

Medical code sets

Shapley value

Feature engineering

TensorFlow

Healthcare privacy regulations

Applying AI to Wearable Device Data

Feature engineering

Signal-to-noise ratio

Electrocardiographs

Basic heart physiology

Pan-tompkins algorithm

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Programme Structure

Courses include:

Applying AI to 2D Medical Imaging Data

Applying AI to 3D Medical Imaging Data

Applying AI to EHR Data

Applying AI to Wearable Device Data

Check out the full curriculum

Visit programme website

Key information

Duration

Part-time
- 4 days

Start dates & application deadlines

You can apply for and start this programme anytime.

Language

English

Delivered

Online

Campus Location

Mountain View, United States

Disciplines

Health Sciences Artificial Intelligence View 897 other preparation in Health Sciences in United States

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Academic requirements

We are not aware of any specific GRE, GMAT or GPA grading score requirements for this programme.

English requirements

We are not aware of any English requirements for this programme.

Other requirements

General requirements

Prior to enrolling, you should have the following knowledge:

Data cleaning

Machine learning frameworks in Python

Intermediate Python

Basic supervised machine learning

You will also need to be able to communicate fluently and professionally in written and spoken English.

Make sure you meet all requirements

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Tuition Fees

Tuition fees are shown in and the most likely applicable fee is shown based on your nationality.

International Applies to you

Applies to you

Non-residents

499 USD / full

≈ 499 USD / full
Out-of-State

499 USD / full

≈ 499 USD / full
Domestic

Applies to you

In-State

499 USD / full

≈ 499 USD / full

Additional Details

249$ - Monthly Subscription - Unlimited access to all Udacity programs, skills and projects

Funding

Win a €10000 Scholarship! Deadline: 30 June 2020

Embark on your journey with the Studyportals Scholarship! We're giving away a total of 20,000 euros to help you achieve your dream of studying abroad.

Win a €10000 Scholarship! Deadline: 30 June 2020

Embark on your journey with the Studyportals Scholarship! We're giving away a total of 20,000 euros to help you achieve your dream of studying abroad.

In order for us to give you accurate scholarship information, we ask that you please confirm a few details and create an account with us.

Scholarships Information

Below you will find Master's scholarship opportunities for AI for Healthcare.

Available Scholarships

You are eligible to apply for these scholarships but a selection process will still be applied by the provider.

On this page

About

Overview

Nanodegree Skills

Get more details

Programme Structure

Check out the full curriculum

Key information

Duration

Start dates & application deadlines

Language

Delivered

Campus Location

Disciplines

Explore more key information

What students do after studying

Academic requirements

English requirements

Other requirements

General requirements

Make sure you meet all requirements

Tuition Fees

International Applies to you

Domestic

Additional Details

Funding

Scholarships Information

Available Scholarships

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