[WIP] Accelerating drug repurposing for COVID-19 treatment by modeling mechanisms of action using cell image features and machine learning

[inoue0426]

Cognitive Neurodynamics, 2021, Han et al.

1. What kind of research(abstract)?

Drug repurposing for covid 19 using metric learning.

2. What is progress from previous research?

3. What is the specific topic?

Using metric learning for drug repurposing.

• Data collection and preparing
  • Cell morphology data was based Nassiri and McCall, 2018
  • Using the mean-variance normalization
• PCA
• Metric Learning
• AP clustering
  • https://towardsdatascience.com/unsupervised-machine-learning-affinity-propagation-algorithm-explained-d1fef85f22c8

4. How did the method evaluate its usefulness?

5. Are there any discussions?

6. What is the next article you should read?