Open Questions

Evolving questions guiding my exploration

Current Questions

Understanding of techniques

What analytical techniques are combined with high troughput methods?
What anatlytical tehcniques are being developed and hacked by scienists?
What analytical techniques are being modified to increase information content?
Where the combination of anlytical chemstry, sensors and machine learning allready used

ML Questions

What are some good examples of dealing with small datasets?
How can we ensure model interpretability for scientific validity?
What validation approaches work best for ML models in analytical chemistry?

Biomedical Challenges

What is going to happen with anibitoical resistance in 20 years?
Why are cancer cells so adpative?
Why are some cancers outsmarting scientists again and again?
What other areas of biotechnology ask for a big leap

Community Input Welcome

Have insights on any of these questions? Please reach out!

---
title: "Open Questions"
subtitle: "Evolving questions guiding my exploration"
---

## Current Questions

### Understanding of techniques
- What analytical techniques are combined with high troughput methods?
- What anatlytical tehcniques are being developed and hacked by scienists?
- What analytical techniques are being modified to increase information content? 
- Where the combination of anlytical chemstry, sensors and machine learning allready used

### ML Questions
- What are some good examples of dealing with small datasets?
- How can we ensure model interpretability for scientific validity?
- What validation approaches work best for ML models in analytical chemistry?


### Biomedical Challenges
- What is going to happen with anibitoical resistance in 20 years? 
- Why are cancer cells so adpative? 
- Why are some cancers outsmarting scientists again and again?
- What other areas of biotechnology ask for a big leap

## Community Input Welcome

Have insights on any of these questions? Please reach out!