AI for Healthcare
Online
2 Months
2,500 USD Quick Facts
| Medium Of Instructions | Mode Of Learning | Mode Of Delivery | Frequency Of Classes |
|---|---|---|---|
| English | Self Study, Virtual Classroom | Video Based, Text Based | Weekends |
Courses and Certificate Fees
| Certificate Availability | Certificate Providing Authority |
|---|---|
| yes | NUS |
The Syllabus
- Biomedical informatics for solving problems
- Types of data
- Sources of data: healthcare system
- Relational data model
- Structured Query Language (SQL)
- Data interoperability
- Data repository
- Data privacy
- Data errors and measures to improve data quality
- Data transformation
- Data management
- Introduction to terminologies:
- Business intelligence
- Data mining
- Data analytics
- Artificial intelligence
- Machine learning/deep learning
- Big data
- A brief modern history of AI
- Biological neuron
- Perceptron
- Activation function
- AI and gradient descent
- Convolution neural network for medical image understanding
- The Digital mammography dream challenge - problem, approach, results, mistakes, solution
- Challenges of drug discovery and development
- Innovations in drug discovery, development, and diagnostics
- AI in drug innovation continuum
- Bridging early discovery with commercialisation
- The evolution of technology in healthcare
- Rethinking drug development using AI
- Operationalising AI in healthcare
- Clinical AI Development Process
- Challenges in developing AI tools
- Architecture for AI development in clinical practice
- Production deployment in clinical AI
- Ethics and regulatory considerations of clinical AI
- AI implementation and success in Healthcare
Instructors
Articles
8 Sep'25, 12:53 PM
7 Aug'25, 10:34 AM
7 Jul'25, 07:34 AM
12 Jun'25, 11:58 AM
24 Apr'25, 10:09 AM
27 Feb'25, 06:16 AM
9 Jan'25, 11:23 AM
24 Jun'24, 06:37 AM
9 Jan'25, 11:23 AM
8 Sep'25, 12:53 PM
7 Aug'25, 10:34 AM
7 Jul'25, 07:34 AM
12 Jun'25, 11:58 AM
24 Apr'25, 10:09 AM
27 Feb'25, 06:16 AM
9 Jan'25, 11:23 AM
24 Jun'24, 06:37 AM