# When Does Alignment Help? A Comparative Study of DCCA and Fusion-Based Approaches for Multi-modal Chest X-ray Analysis

Canonical HTML: https://hiroki11x.github.io/publications/when-does-alignment-help-multimodal-chest-x-ray-analysis/

- Authors: Hiroki Naganuma, Akira Uehara, Takeru Sakurai, Yoshiyuki Sankai
- Venue: SSRN
- Date: 2025-04
- Research areas: [Generalization and Foundation Models](https://hiroki11x.github.io/research/#generalization-foundation-models)

## Abstract

See the original research record for the abstract.

## Primary research links

- [SSRN](https://papers.ssrn.com/sol3/papers.cfm?abstract_id=5264143)