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Quick Facts

Medium Of Instructions	Mode Of Learning	Mode Of Delivery
English	Self Study	Video and Text Based

Course Overview

The Medical Image Analysis certification course delves into automated analysis techniques for diagnostic medical images, such as X-rays, CT scans, and MRI scans. It targets undergraduates and postgraduates with a foundation in calculus, linear algebra, introductory optimisation, and matrix computations. Participants learn image visualization, processing, segmentation, and registration

With the Medical Image Analysis certification by NPTEL, students engage in practical demonstrations and case studies, honing their skills in computer-aided diagnosis. They emerge equipped to apply sophisticated techniques in real-world scenarios, making them sought-after professionals in the field and appealing to diagnostic imaging companies seeking expertise in automated medical image analysis.

Also Read: Online Medical Imaging Certification Courses

The Highlights

Online Course
12 Weeks Duration
Offered by IIT Madras

Programme Offerings

Certificate of completion
Practical Learning
Hands-on Experience

Courses and Certificate Fees

Fees Informations	Certificate Availability	Certificate Providing Authority
INR 1000	yes	IIT Madras

The Medical Image Analysis certification fees is free. However, if you want a certificate, you must register and take the proctored exam at designated centers, which is optional and comes with a fee of Rs 1000.

Medical Image Analysis Certification Fee Structure

Particulars	Total Fees
Medical Image Analysis (exam)	Rs 1000/-

Eligibility Criteria

Academic Qualifications

You need to know calculus, linear algebra, basic optimisation, and introductory matrix calculations before taking the Medical Image Analysis certification course.

Certification Qualifying Details

To receive the Medical Image Analysis certification by NPTEL, you need a minimum average assignment score of 10/25 and an exam score of 30/75.

What you will learn

After completing the Medical Image Analysis certification syllabus, you will acquire a comprehensive understanding of automated analysis techniques tailored specifically for diagnostic medical images, including X-rays, CT scans, and MRI scans. You will also delve into various aspects of image processing, segmentation, and registration.

Upon completion of the Medical Image Analysis training, you will explore image visualization, interpretation of the resolution, and basic image processing techniques. You will also learn image segmentation and registration techniques, both with rigid and non-rigid models.

Who it is for

Bio Medical EngineerMachine Learning EngineerResearch ScientistClinician

The Medical Image Analysis online course suits individuals interested in diagnostic medical images, particularly those with a background in calculus, linear algebra, introductory optimisation, and introductory matrix computations. This course can also be beneficial for:

Admission Details

Follow these steps to join the Medical Image Analysis classes:

Step 1: Browse the URL below: https://swayam.gov.in/NPTEL.

Step 2: Click on the “Sign-in/ Register” button.

Step 3: Log in using a Google account-enabled email address.

Step 4: Select your preferred course. Review the course details and fill out the required fields.

Step 5: Click on the "Join" button.

The Syllabus

Introduction to medical imaging

Basic image processing techniques

Image registration – 1- Rigid models

Image registration – 2- Non-Rigid models

Image registration – 3- Application and demonstration

Image segmentation - Statistical shape model

Image segmentation – PDE based methods

Image segmentation – application and demonstration

Computer Aided Diagnosis – Case Study 1

Computer Aided Diagnosis – Case Study 2

Deep Learning for Medical image analysis – 3D Convolutional Neural Networks

Deep Learning for Medical image analysis – Generative models for synthetic data

Evaluation process

The Medical Image Analysis certification offers an optional exam. Your final score is determined by averaging the best 8 out of 12 assignments (25%) and your proctored exam score (75%).

Instructors

IIT Madras Frequently Asked Questions (FAQ's)

1: What background knowledge do I need for the Medical Image Analysis online course?

You should have a basic understanding of calculus, linear algebra, introductory optimisation, and introductory matrix computations.

2: Will I learn practical skills applicable to real-world scenarios?

The course includes practical demonstrations and case studies, enabling you to apply the learned techniques to real-world medical image analysis tasks.

3: Is the Medical Image Analysis online course suitable for beginners in medical imaging?

While some familiarity with the basics of medical imaging is helpful, the course covers fundamental concepts and progressively advances to more advanced topics, making it accessible to beginners.

4: How will deep learning be incorporated into the Medical Image Analysis certification syllabus?

The course includes dedicated weeks focusing on deep learning techniques, particularly 3D convolutional neural networks and generative models for synthetic data in medical imaging.

5: What are the career prospects after completing this course?

You will be equipped with valuable skills sought by diagnostic imaging companies, making you eligible for roles such as medical imaging scientist, biomedical engineer, or machine learning engineer in healthcare.