Unit 1

Emerging Technologies in Healthcare Regenerative Medicine, Robotics, DNA Data Storage, Industry 4.0, Blockchain, CRISPR, AR/ VR, 5G, Gaming

Unit 2

Cognitive Neuroscience, Neuropsychology, Experimental Psychology, Neurology, Computational Modelling, Cognitive Deficits Associated with Clinical Condition, Understanding of Neural Bases of Cognition and Behaviour.

Unit 3

Machine Learning Applications in Healthcare Introduction, Data preparation, Feature engineering: transformation, extraction and selection, Machine learning modes to classify healthcare data: logistic regression, neural network, support vector machine, Medical Imaging diagnosis, medical diagnosis, and identification.

Unit 4

Technological Developments in prosthetics & Surgical Devices Chip-enabled prosthetics, prosthetic & orthotics on demand, Robot-assisted surgery, image-guided Deformity Correction and Stabilization, software for 3D solid and mesh based nurbs modelling.

Course Objectives:

• To learn about the recent areas of Research in Biomedical Engineering.
• To learn about the modern approaches of surgery and prosthetic devices.

Course Outcomes:

After completing this course, students should be able to
CO1: Analyze and evaluate the transformative impact of emerging technologies on healthcare practices and biomedical engineering.
CO2: Demonstrate a comprehensive understanding of the neural foundations of cognition and behavior through the integration of cognitive neuroscience and computational modeling.
CO3: Demonstrate practical skills in applying machine learning techniques to healthcare scenarios, including medical imaging and diagnostic processes.
CO4: Assess, adopt, and contribute to the advancement of prosthetic and surgical technologies within the field of biomedical engineering.

CO-PO Mapping

1. https://www.ibm.com/in-en/watson-health
2. https://health.google/health-research/
3. https://www.ibm.com/in-en/watson-health
4. Machine Learning with Health Care Perspective: Machine Learning and Healthcare, 2020. Germany: Springer International Publishing.
5. Rus, D., Nordlinger, B., Villani, C., Healthcare and Artificial Intelligence. Germany: Springer International Publishing, 2020.
6. Journal of Prosthetics and Orthotics International 9. Herzenberg, J., Paley, D. 2014.
7. Principles of Deformity Correction. Germany: Springer Berlin Heidelberg.
8. Mohammad, N., Handbook of Robotic and Image-Guided Surgery. Netherlands: Elsevier Science, 2019.