From visualization to prediction: Dissecting metabolic heterogeneity with DDRTree

The discriminative dimensionality reduction tree (DDRTree) framework provides a powerful approach to unravel metabolic heterogeneity and delineate clinically relevant subtypes. In this issue, Qiu et al.<sup>1</sup> and Jia et al.<sup>2</sup> apply it to type 2 diabetes and obesity, identifying subtypes with distinct risk profiles.

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Publication Details

Journal
Cell Reports Medicine
Published
2025-11-01
DOI
https://doi.org/10.1016/j.xcrm.2025.102377
Primary Topic
Artificial Intelligence in Healthcare
Type
article
Field-Weighted Citation Impact
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article

From visualization to prediction: Dissecting metabolic heterogeneity with DDRTree

Yonghua Yu, Hong Lin
Cell Reports Medicine
Artificial Intelligence in Healthcare
article

From visualization to prediction: Dissecting metabolic heterogeneity with DDRTree

Yonghua Yu, Hong Lin
article en

Abstract

The discriminative dimensionality reduction tree (DDRTree) framework provides a powerful approach to unravel metabolic heterogeneity and delineate clinically relevant subtypes. In this issue, Qiu et al.<sup>1</sup> and Jia et al.<sup>2</sup> apply it to type 2 diabetes and obesity, identifying subtypes with distinct risk profiles.

Cell Reports MedicineVol. 6(11)
Ruijin Hospital (CN)
Openalex Percentile: Top 59%
Artificial Intelligence in Healthcare
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From visualization to prediction: Dissecting metabolic heterogeneity with DDRTree — Yonghua Yu, Hong Lin · Cell Reports Medicine (2025) | TGRS Research Map | TGRS