New Year Offer End Date: 30th April 2024
Program

AI tools – Biofilms and Healthcare Associated Infections (HCAI)

Harnessing Intelligence and Innovation to Defeat Hospital Biofilms

Skills you will gain:

About Program:

This 3-day international workshop focuses on tackling hospital-acquired infections by integrating artificial intelligence and smart surface technologies. Participants will explore hospital biofilm risks, build AI-driven risk prediction models, and discover innovative antimicrobial surfaces and biosensors for real-time detection and prevention. Ideal for healthcare professionals, microbiologists, biomedical engineers, and infection control teams seeking modern, tech-enabled solutions.

Aim: To empower participants with AI tools and smart surface strategies to predict, detect, and manage hospital biofilm risks, combining clinical insights, machine learning models, and next-gen antimicrobial technologies.

Program Objectives:

  • To introduce the concept and clinical impact of hospital-acquired biofilms
  • To identify key risk factors and high-risk zones for biofilm development in healthcare settings
  • To provide foundational knowledge of AI and ML techniques for infection risk prediction
  • To train participants in building and interpreting AI models for hospital data
  • To explore the design and application of smart antimicrobial surfaces and biosensors
  • To discuss integrated approaches combining AI, surface technology, and infection control protocols
  • To encourage research and innovation in biofilm prevention and healthcare hygiene

What you will learn?

Day 1: Understanding the Enemy – Hospital Biofilms & Risk Factors

  • Introduction to Biofilms in Clinical Environments
  • Biofilm-Prone Zones: ICU, OT, Catheters, Ventilators, Wounds
  • Factors Driving Biofilm Formation in Hospitals
  • Introduction to AI Concepts for Risk Prediction
  • Case Studies: Real-world biofilm outbreaks in hospital units
  • Q&A and Discussion

Day 2: AI-Powered Risk Prediction Models for Hospital Settings

  • Machine Learning Basics for Healthcare Professionals
  • AI Pipeline: From Hospital Data Collection to Risk Scores
  • Predicting Infection Hotspots Using AI Models (Logistic Regression, Random Forests, etc.)
  • Using AI Dashboards for Early Detection & Decision Support
  • Demo: How to interpret AI-generated risk maps of hospital wards
  • Ethical, Legal, and Data Privacy Considerations
  • Q&A and Hands-on Tools Demo (Optional)

Day 3: Smart Surface Strategies & Integrated Biofilm Management

  • Introduction to Smart Antimicrobial Surfaces & Nano-coatings
  • Surface-Integrated Biosensors for Early Biofilm Detection
  • AI-Linked Responsive Surfaces: Concept & Prototypes
  • Engineering Self-Sterilizing & Stimuli-Responsive Surfaces
  • Integrated Strategy: Combining AI, Surface Design & Cleaning Protocols
  • Workshop Wrap-Up & Roadmap for Research or Implementation

Mentor Profile

Fee Plan

INR 1999 /- OR USD 50

Get an e-Certificate of Participation!

Intended For :

  • Healthcare professionals and infection control specialists
  • Microbiologists and clinical researchers
  • Biomedical and bioengineering students
  • AI/ML practitioners in healthcare domains
  • Hospital administrators and quality managers
  • Postgraduate and PhD scholars in life sciences, medicine, and engineering
  • Professionals working in medical device or smart surface development

Career Supporting Skills

AI-Driven Risk Assessment Biofilm Surveillance Expertise Data-Driven Decision Making Healthcare Data Handling & Ethics Interdisciplinary Integration

Program Outcomes

  • Understand the formation and risks of hospital-acquired biofilms
  • Learn AI-based methods to predict infection-prone zones in hospitals
  • Gain skills in using AI dashboards and models for clinical data
  • Explore smart surface technologies and responsive antimicrobial coatings
  • Develop integrated strategies combining AI, biosensors, and cleaning protocols
  • Interpret real-world case studies and AI-generated risk maps
  • Build foundational knowledge for R&D or implementation in healthcare settings
  • Receive an e-certificate and post-workshop resource access

FREEDOM TO LEARN 10% OFF All Courses & Workshops Use Code: NANOINDIA10 ⏳ Offer Ends In: Loading... Learn Today. Lead Tomorrow. Explore Programs →
FREEDOM TO LEARN 10% OFF All Courses & Workshops Use Code: NANOINDIA10 ⏳ Offer Ends In: Loading... Learn Today. Lead Tomorrow. Explore Programs →