Course Title: Certification in Artificial Intelligence in Laboratory Diagnostics

Designed by: Skillversity
Duration: 1 Month (4 Weeks)
Mode: Online / Hybrid
Level: Beginner to Intermediate

Weekly Modules Breakdown

Week 1: Introduction to AI in Laboratory Medicine

• Overview of AI in Healthcare & Laboratory Diagnostics

• Types of AI: Machine Learning, Deep Learning, Neural Networks

• AI vs. Traditional Diagnostic Methods: Accuracy & Efficiency

• Ethical & Regulatory Considerations (HIPAA, GDPR, NABL, FDA Approvals)

• Case Study: AI in Blood Test Analysis & Disease Prediction

Week 2: AI Applications in Pathology & Radiology

• AI for Image Recognition in Histopathology & Cytology

• Automated Microscopy & AI-Powered Blood Cell Analysis

• AI in Radiological Diagnostics (CT, MRI, X-ray Analysis)

• AI for Microbial Identification & Antibiotic Sensitivity Testing

• Case Study: AI in Cancer Detection Using Digital Pathology

Week 3: AI-Driven Data Analytics & Predictive Diagnostics

• Big Data in Laboratory Medicine & AI-Driven Pattern Recognition

• Predictive Analytics for Disease Outbreaks & Early Diagnosis

• AI in Genomic Sequencing & Precision Medicine

• Integration of AI with Laboratory Information Systems (LIS)

• Case Study: AI-Assisted Diagnosis in Infectious Disease Testing

Week 4: Future Trends & Implementing AI in Labs

• Challenges in AI Adoption: Bias, Data Privacy, & Model Validation

• AI in Point-of-Care Testing (POCT) & Personalized Medicine

• Automating Laboratory Workflows with AI & Robotics

• Final Project: Designing an AI-Based Lab Diagnostic Workflow

Assessment & Certification

• Weekly Quizzes & AI-Based Case Studies

• Hands-on Demonstration of AI Diagnostic Tools (If Available)

• Final Online Examination

• Certificate of Completion by Skillversity