biologyAI

Created by team biologyAI on December 18, 2023

Bioinformatics is a new type of science where scientists study biology using vast databases of DNA and protein sequence, protein structure, and many other kinds of data. We propose to develop a new AI system to help bioinformaticians study cancer by using an LLM to extract data from scientific abstract. For this project specifically we are looking at a new platform to cure cancer, Bispecific T-Cell Engagers (BiTEs), that has a potential to be applicable to a wide variety of cancers. We designed a AI chatbot to help bioinformatics researchers search for suitable antigens for specific cancers that could be targets of the BiTEs. For this demo, we prove out our idea by searching for antigens of uveal melanoma, the first cancer that was treated by this method using the drug Tebentafusp. We limit our search to before 2000 so as to be before any potential development of Tebentafusp.

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"Really useful business case for accelerating medical research and great use of tech to combine LLMs, Search and Evals to find the most useful research articles. I found the selection of evaluations used a bit off - groundedness evaluations are typically better suited for evaluating an LLM response against a known knowledge base."

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Josh Reini

DevRel

"very impressive work, this will leverage research and will be of great benefits for cancer researcher. i wonder if it can extract new conclusions of published studies that can breakthrough cancer treatment. really need to continue and see what happens next."

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Walaa Nasr Elghitany

Data scientist and doctor