Program

Optimizing Healthcare & Clinical Analytics with AI

Transforming Healthcare with AI-Driven Clinical Analytics

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MODE
Online/ e-LMS
TYPE
Self Paced
LEVEL
Moderate
DURATION
12 Weeks

About

This course is meticulously designed to provide healthcare professionals with an in-depth understanding of artificial intelligence (AI) and machine learning (ML) applications in the healthcare and clinical analytics sector.

Aim

This course focuses on leveraging AI to analyze healthcare data effectively, improve diagnostics, optimize treatment planning, and enhance public health insights.

Program Objectives

  • Equip participants with foundational knowledge of AI and ML technologies in healthcare analytics.
  • Explore predictive modeling, natural language processing (NLP), and their applications in clinical documentation and patient care.
  • Address the ethical considerations and privacy laws relevant to deploying AI solutions in healthcare settings.
  • Combine theoretical knowledge with practical applications through case studies and a capstone project.

Program Structure

MODULE 1 : Introduction to Healthcare Analytics

  • Overview of healthcare analytics.
  • Data types and sources in healthcare.
  • Introduction to health informatics.
  • Key challenges and opportunities in healthcare data analysis.

MODULE 2 : Fundamentals of AI and Machine Learning

  • Basics of artificial intelligence.
  • Introduction to machine learning and deep learning.
  • Supervised vs. unsupervised learning in healthcare.
  • Tools and technologies for AI development (Python, TensorFlow, etc.).

MODULE 3 : Predictive Modeling in Healthcare

  • Understanding predictive analytics in healthcare.
  • Techniques for disease outbreak prediction.
  • Patient risk stratification models.
  • Machine learning algorithms for healthcare predictions.

MODULE 4 : Natural Language Processing for Clinical Documentation

  • Introduction to NLP and its applications in healthcare.
  • Text mining and analysis of clinical notes.
  • Sentiment analysis for patient feedback.
  • Implementing NLP projects using Python and NLTK.

MODULE 5 : Data Ethics and Privacy in Healthcare

  • Ethical considerations in AI applications.
  • Data privacy laws and regulations (HIPAA, GDPR).
  • Ensuring fairness and avoiding bias in AI models.
  • Case studies on ethical dilemmas in healthcare analytics.

Program Outcomes

  • Proficiency in applying AI and ML techniques to healthcare data for improved analytics and insights.
  • Ability to implement predictive models and NLP to enhance clinical documentation and patient care strategies.
  • Understanding of the ethical, legal, and privacy considerations in using AI in healthcare.
  • Hands-on experience with a capstone project that mirrors real-world challenges in healthcare analytics.
  • Preparedness for roles that require the integration of AI into healthcare operations, aiming to innovate and improve healthcare outcomes through technology.


Fee Structure

Standard Fee:           INR 10,998           USD 200

Discounted Fee:       INR 5499             USD 100

Batches

Spring
Summer

Autumn
Winter

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Certificate

Program Assessment

Certification to this program will be based on the evaluation of following assignment (s)/ examinations:

Exam Weightage
Mid Term Assignments 20 %
Final Online Exam 30 %
Project Report Submission (Includes Mandatory Paper Publication) 50 %

To study the printed/online course material, submit and clear, the mid term assignments, project work/research study (in completion of project work/research study, a final report must be submitted) and the online examination, you are allotted a 1-month period. You will be awarded a certificate, only after successful completion/ and clearance of all the aforesaid assignment(s) and examinations.

Program Deliverables

  • Access to e-LMS
  • Real Time Project for Dissertation
  • Project Guidance
  • Paper Publication Opportunity
  • Self Assessment
  • Final Examination
  • e-Certification
  • e-Marksheet

Job Opportunities

  • Healthcare Data Analyst
  • Clinical Data Scientist
  • Health Informatics Specialist
  • AI Implementation Specialist in Healthcare

Enter the Hall of Fame!

Take your research to the next level!

Publication Opportunity
Potentially earn a place in our coveted Hall of Fame.

Centre of Excellence
Join the esteemed Centre of Excellence.

Networking and Learning
Network with industry leaders, access ongoing learning opportunities.

Hall of Fame
Get your groundbreaking work considered for publication in a prestigious Open Access Journal (worth ₹20,000/USD 1,000).

Achieve excellence and solidify your reputation among the elite!


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