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Unsupervised biomarker discovery leveraging foundation models: a multimodal approach to clinical data integration

Published Online: 2026-03-02

Published Print: 2026-03

Authors

Debsarkar, Shyam Sundar

Aronow, Bruce

Prasath, V. B. Surya https://orcid.org/0000-0001-7163-7453
Funding

Funding for this research was provided by:

NHLBI Division of Intramural Research (U24-HL148865)
License Information

Text and Data Mining valid from 2026-03-01

Version of Record valid from 2026-03-02
More Information

Article History

Received: 2 December 2024

Accepted: 29 October 2025

First Online: 2 March 2026

Declarations

:

: The authors have no relevant financial or non-financial interests to disclose.

: Not applicable since all raw and processed data along with associated metadata available on LungMAP.net are governed by a Creative Commons (CC) BY 4.0 license.

: Not applicable.

: Not applicable.

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