# LG AI Research — [CTAD 2025] MOIRA, a multimodal framework for more effective prediction of Alzheimer's disease with incomplete data

- Company: LG AI Research (lgresearch.ai)
- Announced: 2025-12-03T00:00:00+00:00
- Category: research-paper
- Subject: EXAONE
- Source: https://www.lgresearch.ai/blog/view?seq=601
- Record: https://forck.live/items/4770-ctad-2025-moira-a-multimodal-framework-for-more-effective-prediction-of

LG AI Research presented MOIRA, a multimodal framework for Alzheimer's disease prediction that handles incomplete data by transforming heterogeneous clinical data into latent representations and projecting them into a shared embedding space.

## Evidence

Verbatim from https://www.lgresearch.ai/blog/view?seq=601:

> MOIRA (Multi-Omics Integration with Robustness to Absent modalities) is a multimodal integration framework that provides reliable predictions even when modalities are missing.

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Record: https://forck.live/items/4770-ctad-2025-moira-a-multimodal-framework-for-more-effective-prediction-of
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