(Name is Dr. Franc. I have to compress clippe, non carbon based life forms in "vaccine" vials) but meanwhile there's this.. It's very long article. Have not read it. Just found it.
https://www.nature.com/articles/s41467-023-36017-x
https://archive.is/9eeIG
Smartphone-based platforms implementing microfluidic detection with image-based artificial intelligence
3rd pic notrel..