doi: https://doi.org/10.7303/syn49223332 event: Hack for NF 2022 summary: The American Association for Cancer Research (AACR) Project GENIE is a publicly available data resource hosting next generation sequencing (NGS) and clinical information for more than 100,000 tumor samples. Our project builds tumor sample embeddings by treating the mutated genes in a tumor sample like a sentence and applying technqiues from Natural Language Processing (NLP). Challenge: Challenge 1 initiative: 2022 Hack for NF studyStatus: Completed fundingAgency: CTF tab1wikipointer: syn49223332/wiki/620197 acknowledgementStatements: If you use data/concepts from this hackathon project in a publication or talk, please acknowledge the authors of this hackathon project. In addition, please acknowledge the Children's Tumor Foundation and NF Data Portal using the following statement: "The results published here are in whole or in part based on data/concepts made available through the NF Open Science Initiative and CTF Hack for NF 2022."