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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
19 Dec'24, 09:48 AM
19 Dec'24, 06:44 AM
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13 Dec'24, 12:28 PM
13 Dec'24, 09:28 AM
6 Dec'24, 04:30 AM
4 Dec'24, 03:15 AM
29 Nov'24, 06:03 AM
19 Nov'24, 10:59 AM
2 Nov'24, 06:52 AM
11 Oct'24, 06:01 AM
13 Mar'24, 06:24 AM
29 Feb'24, 06:05 AM
27 Feb'24, 10:32 AM
13 Feb'24, 06:25 AM
19 Dec'24, 09:48 AM
19 Dec'24, 06:44 AM
17 Dec'24, 12:40 PM
17 Dec'24, 04:01 AM
17 Dec'24, 03:43 AM
16 Dec'24, 12:25 PM
16 Dec'24, 11:46 AM
13 Dec'24, 12:28 PM
13 Dec'24, 09:28 AM
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