Examine and distinguish between hype and reality on generative AI: Applications of Artificial Intelligence in Healthcare, Assignment, Singapore

Question 1

Refer to the McKinsey article titled “Generative AI in the pharmaceutical industry:

Moving from hype to reality” at https://www.mckinsey.com/industries/life-
sciences/our-insights/generative-ai-in-the-pharmaceutical-industry-moving-from- hype-to-reality or any relevant online sources (with appropriate citations), in order to answer the questions below.

Question 1a
Examine and distinguish between hype and reality on generative AI.

Question 1b
Discuss FOUR (4) main categories of generative AI use cases in the pharmaceutical industry.

Question 1c
Compare and contrast how generative AI can be used to better optimize clinical trials compared to the current method.

Question 1d
Examine and analyze the risks of applying generative AI in the pharmaceutical industry and identify measures to mitigate these risks.

Question 2

Refer to the npj Digital Medicine article titled “Deep learning-enabled medical
computer vision” at https://www.nature.com/articles/s41746-020-00376-2 or anyrelevant online sources (with appropriate citations), in order to solve the questions below.

Question 2a

Examine the key technological advances which accelerated the application of computervision in medical applications.

Question 2b
Propose the key considerations when deploying ML technologies in healthcare.