Course10810818042 lectures
Mathematical Aspects of Biomedical Electronic System Design
Prof. Chandramani Singh · IISc Bangalore
About
This course is a system design-oriented course aimed to provide exposure to mathematical analysis and its importance in the translational biomedical systems. Biomedical electronics and subsequent mathematical analysis are popular research areas, and this course is an introduction to both. The emphasis is on biostatistical aspects with an introduction to standard Biological system design and experimental protocols. Expected course outcomes:
• Introduction to Biomedical optics
• Multimodal Approaches for Tissue phenotyping
• Mathematical Modelling of Biomedical System Design
• Acquisition, Preprocessing and Analysis of Biological Signals
• Demonstration of EEGLab and ERPLab for EEG and ERP signal processing
Intended audience: Engineering students, Faculty from Engineering Colleges, Medical Students
Prerequisites: Basic Electronics
Lectures
WEEK 1 Introduction
- Introduction to Signals and Systems
- MATLAB Demo on Signal Types and Moving Average System
- Microfabrication Basics for Biomedical Systems
WEEK 2 Fundmentals of Fourier Series and Fluid Flow
WEEK 3 CT Fourier Transform and Disordered Biological Systems
- Continuous Time Fourier Transform
- Biological Tissues as disordered systems
- Introduction to electrical equivalent circuit models for biological systems
WEEK 4 DT Fourier Transform and Tissue Properties
- Discrete Time Fourier Transform and Sampling
- Percolation Theory and applications in biological tissues
- Electrical properties of cells and tissues revisited: Examples and Applications
WEEK 5 Basics of linear algebra and fabrication
- Linear Algebra - I
- MATLAB Live Demo on Moving average and signal acquisition
- Oxidation and Thickness Characterization
- Basics of Photolithography with Process flow examples
WEEK 6 Linear Algebra and Biomedical Optics
- Linear Algebra - II
- Introduction to Biomedical Optics
- Optical Properties of Tissues and Mathematical modelling
WEEK 7 System of Linear Equations and Scaling Laws
WEEK 8 Probability and Random Variables
WEEK 9 Probability and Mechanical properties of Tissues
- Probability: Random Variables and CDF
- Basics of Silicon, Silicon Dioxide for Microfabrication Process
- Mechanical Properties of human brain tissues and modelling
WEEK 10 Probability Measures and Multimodal Tissue Properties
- Probability: Important measures and generating functions
- Near Infrared Spectroscopy and Ultrasound Techniques
- Thermal Properties of Tissues and Modelling
- Multisim Simulations for Biomedical Signal Conditioning Circuit
- Cleanroom Entry Demonstration
- Spin Coating Demonstration
WEEK 11 Random Variables and Signal Conditioning Circuits
- Common Random Variables
- Introduction to signal Conditioning circuits for biomedical devices
- Siganl Conditioning circuits units and design
- E Beam Evaporation System Demonstration
Week 12 Probability Distribution and Biomedical Systems Design
Syllabus and materials
At NPTEL, as the course publishes them.
Credits and licence
- Institution
- IISc Bangalore
- Department
- Electrical Engineering
- Teacher
- Prof. Chandramani Singh
- Level
- Undergraduate
- Language
- English
- Subjects
- Engineering
- Source
- NPTEL
- Licence
- CC BY-NC-SA, as NPTEL states it. Non-commercial use only. NPTEL's terms
- Attribution
- NPTEL states: "Distributed under Creative Commons Attribution-ShareAlike / CC BY - NC - SA", beside a BY-NC-SA badge.
- Who can watch
- NPTEL gives no rating. Invisible Network shows it to Tweens profiles and older, judged from what the source says about it. How courses are placed