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Artificial Intelligence for Breast Cancer Detection 

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Artificial Intelligence for Breast Cancer Detection
 at 
Coursera 
Overview

Duration

15 hours

Start from

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Total fee

Free

Mode of learning

Online

Difficulty level

Intermediate

Official Website

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Credential

Certificate

Artificial Intelligence for Breast Cancer Detection
 at 
Coursera 
Highlights

  • Reset deadlines in accordance to your schedule.
  • Earn a Certificate upon completion
  • Start instantly and learn at your own schedule.
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Artificial Intelligence for Breast Cancer Detection
 at 
Coursera 
Course details

More about this course
  • The course information content is focused on the AI processing paradigm along with the domain knowledge of breast imaging.
  • This course approach is unique, providing students a broad perspective of AI, rather than homing in a particular implementation method.

Artificial Intelligence for Breast Cancer Detection
 at 
Coursera 
Curriculum

Introduction to Breast Cancer and Breast Imaging

Instructor Introductions and Course Overview

Introduction to Breast Cancer and Breast Imaging

Overview of Breast Cancer Screening

Diagnostic Breast Cancer Imaging

Outcome Metrics

Paper on Magnification Views

ACR Outcome Metrics

Breast Cancer and Breast Imaging Introduction

Breast Cancer Screening

Diagnostic Breast Imaging

Outcome Metrics

Introduction of Artificial Intelligence

History of Artificial Intelligence

AI Training and Test

Parametric and Non-parametric Modeling

Classification Assessment Metrics

History of Artificial Intelligence

Algorithm Training and Test

Parametric and Non-parametric Modeling

Assessment Metrics

Mammographic Abnormalities

Typically Benign Calcifications

Suspicious Calcifications

Benign Appearing Masses

Suspicious Appearing Masses

Benign Calcifications Reading

Calcification Video

Ductal Carcinoma In Situ

Finish Calcification Video

Benign Breast Tumours

Breast Cancer Reading

Benign Calcifications

Suspicious Calcifications

Benign Masses

Suspicious Masses

AI Applications to Breast Cancer Detection

Building Classifier

Bayesian Neural Network

Convolutional Neural Network

Applications to Breast Cancer Detection

Bayesian Neural Network

Building Classifier

Bayesian Neural Network

Convolutional Neural Network

Applications to Breast Cancer Detection

Artificial Intelligence for Breast Cancer Detection
 at 
Coursera 
Admission Process

    Important Dates

    May 25, 2024
    Course Commencement Date

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    Artificial Intelligence for Breast Cancer Detection
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