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This repository provides a model of the MAPK and Akt pathways. Parameters and initial values are mainly based on biological assumptions. The model is therefore conceptual, and the purpose is to get a better understanding of the interactions between genes, that are important in some cancers.
An experiment to tag ner entities related with biological molecular species using spaCy, fine-tuning a spacy's pipeline, and building a knowledge base of regulatory events, in order to model a gene regulatory network.
An experiment to tag ner entities related with biological molecular species using spaCy, fine-tuning a spacy's pipeline, and building a knowledge base of regulatory events, in order to model a gene regulatory network from them.
This project combines Generative AI and Logic AI to form an integrated process, a pipeline, that retrieves large volumes of scientific information and produces logical models that can be validated and leveraged by human experts. Our goals are to organize and to analyze knowledge with the assistance of AI and other bio-information retrieval tools.
Rodrigo García-Valiente, Elena Merino, Antoine van Kampen. ABM of the germinal center with implementation of SHM fate tree, sequence representation and PC/MBC gene network.