# LG AI Research — [NeurIPS 2022] HLA-Peptide Binding Prediction Model for the Personalized Treatment of Cancer

- Company: LG AI Research (lgresearch.ai)
- Announced: 2022-12-21
- Category: research-paper
- Coverage: not counted
- Announcement: yes
- Group: announcements
- Source: https://www.lgresearch.ai/blog/view?seq=290
- Record: https://forck.live/items/4913-neurips-2022-hla-peptide-binding-prediction-model-for-the-personalized
- Subject: EXAONE

LG AI Research proposed a conditional attention mechanism for HLA-peptide binding affinity prediction, aimed at personalized cancer vaccines, and published a paper at the NeurIPS 2022 Workshop on Machine Learning and Structural Biology.

## Evidence

Verbatim from https://www.lgresearch.ai/blog/view?seq=290:

> Material Intelligence (MI) Lab at the LG AI Research concentrates on HLA class-I molecules and neoepitope in order to develop an AI model for a personalized cancer vaccine. In addition, an HLA-peptide binding prediction model was created and a thesis titled " Allele-conditional attention mechanism for HLA-peptide complex binding affinity prediction " was published. A presentation was also given at the NeurIPS 2022 Workshop on Machine Learning and Structural Biology (MLSB).

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