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AKTU AI in Bio-Medical Instrumentation (BIC701) Syllabus PDF – B.Tech 4th Year
AI in Bio-Medical Instrumentation BIC701
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Official AKTU syllabus of AI in Bio-Medical Instrumentation (BIC701) for B.Tech 4th Year – 3 credits, L-T-P 3-0-0. Read the unit-wise course content, course outcomes, evaluation pattern and recommended books online, or download the PDF.
Syllabus — AI in Bio-Medical Instrumentation
Download PDFBIC701 · 3 credits · L-T-P 3-0-0
| Unit | Topics | Lectures |
|---|---|---|
| I | Introduction To Artificial Intelligence: Definition – Future of Artificial Intelligence – Characteristic of Intelligent Agents – Typical Intelligent Agents –Problem Solving Approach to Typical AI problems. Problem solving by Searching: Uninformed and informed strategies and implementation; Path planning; Constraint Satisfaction Problems (CSP). Knowledge Representation: Logical Agents– Propositional and first order Predicate logic-– inference– Knowledge representation and Automated Planning– Uncertain Knowledge and Reasoning: Quantifying uncertainty– probabilistic reasoning; | 8 |
| II | Introduction of Bio-Medical Instrumentation System: Man- Instrumentation system Components, Problems encountered in measuring a living system. Basics of Anatomy and Physiology of the body. Bioelectric potentials: Resting and action potentials, propagation of action potential, The Physiological potentials – ECG, EEG, EMG, ERG, EOG and Evoked responses. Electrodes and Transducers: Electrode theory, Biopotential Electrodes- Surface electrodes, Needle electrodes, Microelectrodes, Biomedical Transducer. | 8 |
| III | Cardiovascular Measurements: Electrocardiography – ECG amplifiers, Electrodes and Leads, ECG –Single channel, Three channel, Vector Cardiographs, ECG System for Stresses testing, Holter recording, Blood pressure measurement, Heart sound measurement. Pacemakers and Defibrillators. Patient Care & Monitoring: Elements of intensive care monitoring, displays, diagnosis, Calibration & Reparability of patient monitoring equipment. Processing of physiological signals (ECG, EEG) using AI algorithms. | 8 |
| IV | Respiratory system Measurements: Physiology of Respiratory system. Measurement of breathing mechanism – Spirometer. AI powered Respiratory Therapy equipments: Inhalators, Ventilators & Respirators, Humidifiers, and Nebulizers & Aspirators. Nervous System Measurements using AI algorithms: Physiology of nervous system, Neuronal communication, Neuronal firing measurements. | 8 |
| V | Ophthalmology Instruments: Electroretinogram, Electro-oculogram, Ophthalmoscope, Tonometer for eye pressure measurement. Diagnostic Techniques using AI algorithms: Ultrasonic diagnosis, Eco-cardiography, Eco-encephalography, Ophthalmic scans, X-ray & Radio-isotope diagnosis and therapy, CAT-Scan, Emission computerized tomography, MRI | 8 |
Text Books
- S. Russell and P. Norvig, “Artificial Intelligence: A Modern Approach, Prentice Hall.
- R. S. Khandpur, “Handbook of Biomedical Instrumentation”, 3rd Ed., Mc Graw Hill Education.
- Cromwell, “Biomedical Instrumentation and Measurements” PHI
- Chatterjee & Miller, “Biomedical Instrumentation Systems,” Cengage.
- S. K. Venkata Ram, “Bio-Medical Electronics &Instrumentation (Revised)”, Galgotia.
Reference Books
- M. Tim Jones, “Artificial Intelligence: A Systems Approach (Computer Science)”, Jones and Bartlett Publishers; 1st Edition, 2008.
- J. G. Webster (editor), “Medical Instrumentation Application & Design”, 3rd Ed WILEY, India
- J. G. Webster, “Bio- Instrumentation”, Wiley
- S. Ananthi, “A Text Book of Medical Instruments”, New Age International
- Carr & Brown, “Introduction to Biomedical Equipment Technology”, Pearson
Course Outcomes
- Understand the fundamental concepts and terminology of Artificial Intelligence, enabling them to discuss and comprehend AI-related topics.
- Describe the Man-Instrumentation system Components, Problems encountered in measuring living system.
- Design Electrocardiography – ECG amplifiers, Electrodes and Leads, ECG –Single channel, Three channel, Vector Cardiographs, ECG System for Stresses testing, Holter recording, Blood pressure measurement.
- Realization of Physiology of Respiratory system. Measurement of breathing mechanism Spirometer. Respiratory Therapy equipments.
- Recognize the basics of Electroretinogram, Electro-oculogram, Ophthalmoscope, Tonometer for eye pressure measurement. Diagnostic techniques.
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