Published March 13, 2024
| Version v2
Presentation
Open
Bio-image Analysis with the Help of Large Language Models
Description
Large Language Models (LLMs) change the way how we use computers. This also has impact on the bio-image analysis community. We can generate code that analyzes biomedical image data if we ask the right prompts. This talk outlines introduces basic principles, explains prompt engineering and how to apply it to bio-image analysis. We also compare how different LLM vendors perform on code generation tasks and which challenges are ahead for the bio-image analysis community.
Files
LLMs_BIA_v3.pdf
Files
(118.5 MB)
Name | Size | Download all |
---|---|---|
md5:aeb0efec5da7a5b94c2366a55c68d2e5
|
56.9 MB | Download |
md5:5bd0bab243568798669d536e9fec52b5
|
4.7 MB | Preview Download |
md5:5a7f56b6f05a1e46054de9b32d887db1
|
56.9 MB | Download |
Additional details
Software
- Repository URL
- https://github.com/haesleinhuepf/bia-bob
- Development Status
- Wip