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Artificial Intelligence for Breast Cancer Detection
Intermediate
Online
2 Weeks
Free Quick Facts
| Medium Of Instructions | Mode Of Learning | Mode Of Delivery |
|---|---|---|
| English | Self Study | Video and Text Based |
Courses and Certificate Fees
| Fees Informations | Certificate Availability | Certificate Providing Authority |
|---|---|---|
| INR 2421 | yes | Coursera |
The Syllabus
Videos
- Instructor Introductions and Course Overview
- Introduction to Breast Cancer and Breast Imaging
- Overview of Breast Cancer Screening
- Diagnostic Breast Cancer Imaging
- Outcome Metrics
Readings
- Paper on Magnification Views
- ACR Outcome Metrics
Practice Exercises
- Breast Cancer and Breast Imaging Introduction
- Breast Cancer Screening
- Diagnostic Breast Imaging
- Outcome Metrics
VIdeos
- History of Artificial Intelligence
- AI Training and Test
- Parametric and Non-parametric Modeling
- Classification Assessment Metrics
Practice Exercises
- History of Artificial Intelligence
- Algorithm Training and Test
- Parametric and Non-parametric Modeling
- Assessment Metrics
Videos
- Typically Benign Calcifications
- Suspicious Calcifications
- Benign Appearing Masses
- Suspicious Appearing Masses
Readings
- Benign Calcifications Reading
- Calcification Video
- Ductal Carcinoma In Situ
- Finish Calcification Video
- Benign Breast Tumours
- Breast Cancer Reading
Practice Exercises
- Benign Calcifications
- Suspicious Calcifications
- Benign Masses
- Suspicious Masses
Videos
- Building Classifier
- Bayesian Neural Network
- Convolutional Neural Network
- Applications to Breast Cancer Detection
Readings
- Bayesian Neural Network
Practice Exercises
- Building Classifier
- Bayesian Neural Network
- Convolutional Neural Network
- Applications to Breast Cancer Detection