Medical AI & Imaging with Soft Robotics - 15 Days
Medical AI & Soft Robotics - 15 Days ₹199. Build AI diagnostic & soft robots.
Course Overview
Program Description
Skills You'll Learn
Projects You'll Work On
Live Project: AI Diagnostic & Drug Delivery Soft Robot
Build a complete integrated system with: Medical image processing and disease detection using deep learning, Wearable sensor data analysis and classification, Design and fabrication of soft actuators, Development of magnetic microrobots, Finite element simulation of soft robots, Integration of AI with soft robotic drug delivery.
Program Modules
D1: Introduction to Medical AI & Imaging
Overview of medical AI, imaging modalities (X-ray, CT, MRI, PET), clinical applications.
D2: Medical Image Processing
DICOM/NIfTI, image preprocessing, segmentation, registration. Process medical images.
D3: Deep Learning for Medical Imaging
CNN architectures, transfer learning, multi-class classification for disease detection.
D4: AI for Disease Detection
Build CNN/ResNet models for disease classification, evaluation metrics (AUC-ROC, F1).
D5: Wearable Sensors for Health Monitoring
Sensor types (PPG, ECG, EEG, temperature), signal conditioning, data acquisition.
D6: Health Data Analysis
Signal processing, feature extraction, classification for health monitoring, anomaly detection.
D7: Introduction to Soft Robotics
Soft robotics fundamentals, materials (PDMS, hydrogels), actuation (pneumatic, magnetic).
D8: Soft Actuators & Fabrication
Design and fabrication of soft actuators, pneumatic networks, magnetic particles.
D9: Magnetic Microrobots
Design and control of magnetic microrobots for drug delivery and medical applications.
D10: Finite Element Simulation
FEA for soft robots, COMSOL/Abaqus, deformation analysis, stress analysis.
D11: Control of Soft Robots
Modeling, simulation, and control of soft robots, closed-loop control.
D12: Integration - AI + Soft Robotics
Combining AI diagnostics with soft robotic drug delivery systems.
D13: Testing & Validation
Testing protocols, validation in simulated environments, performance evaluation.
D14: Project Development
Build complete AI diagnostic + soft robotic system. Full system integration and testing.
D15: Project Presentation & Certification
Final project demo, viva voce, course wrap-up. Present prototype and receive certificate.
Key Features
What You'll Learn
Examination Details
| Exam Name | Full Marks | Pass Marks |
|---|---|---|
| Module-wise Assessment | 100 | 40 |
| Practical Lab Assessment | 100 | 40 |
| Project Evaluation | 100 | 40 |
| Project Viva | 100 | 40 |
Internship Details
Prerequisites
- Basic Python programming knowledge
- Understanding of basic biology/medicine
- Interest in AI and soft robotics
- Biomedical or Engineering background preferred
Who Can Enroll ?
- B.Tech/M.Tech Biomedical Engineering students
- B.Tech/M.Tech Robotics/Automation students
- B.Tech ECE/EEE/CSE students
- AI/ML researchers
- Medical device professionals
Certificate Preview
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