Module 08 - Applications of AI Tools in Immunology
Applications of AI Tools in Immunology
In this module, we feature examples of AI-powered applications in the field, such as an application where researchers trained an immunology knowledge assistant or generated an interactive web dashboard. We are actively gathering prime examples of AI-assisted development in immunology. Our aim is to highlight incredible projects at this exciting intersection.
Check back for more examples in immunology!
Table of Contents
- Applications of AI Tools in Immunology
- Generation of a Project Website
- Interactive Shiny Dashboard
- Chatbot Agent for Biomedical Knowledge Graphs
- AI in Biology Demos on HuggingFace
Jane the Immunology Knowledge Assistant
Here is an awesome example of an AI application in immunology called “Jane: the Immunology Knowledge Assistant”. A large language model was fed Janeway’s Immunobiology textbook plus the OMAPs from the Human Reference Atlas. We couldn’t find the creator of this AI tool, but would love to credit them!
You can see the quality of the prompt influences the quality of response.
Generation of a Project Website
Section currently in progress
Interactive Shiny Dashboard
Section currently in progress
Chatbot Agent for Biomedical Knowledge Graphs
Section currently in progress
AI in Biology Demos on HuggingFace
@katieelink on Twitter/X shared a collection of AI in Biology demos hosted on HuggingFace. Each of the demos leads to a playground space where users can click around and give each application a try.
Alt Text: Protein Generator, ProteinMPNN, Esmfold, ESM-Variants, foldingdiff, PINNACLE, MolScribe, RxnScribe, DiffLinker, Diffdock, RoseTTAfold2, Gradio 2D Molecule Editor (SMILES), ProteinMPNN + ESM, Protpardelle, Nucleotide Transformer Benchmark, ChemCrow, GET, Druggin
Alt Text: Visual of the protein generator demo hosted by HuggingFace (Jacob Gershon)