ImaGene: A multimodal ML/AI software with guided operational reports and supporting files
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Updated
Oct 7, 2024 - HTML
ImaGene: A multimodal ML/AI software with guided operational reports and supporting files
Deep learning prediction on BRAF genetic mutation for patients with pediatric low grade glioma (pLGG).
The purpose of this GitHub repository is to provide a prototype for conducting radiogenomics research, particularly focusing on the interplay between imaging features and genomic profiles in glioblastoma patients.
FastAPI backend for SciData Monitor — ETL pipelines, NLP topic modeling, co-authorship graph analytics, and REST API serving academic research intelligence.
References and resources associated with the ISMB 2021 Special Session presentation SST03: New developments in AI for Integrating imaging and genomic data
Brain tumor classification based on MGMT methylation status present on the tumor cell.
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