Research

Research ›› 2026, Vol. 9 ›› Issue (6) : 1337 - . DOI: 10.34133/research.1337

RESEARCH ARTICLE

Predicting 1-Year Renal Outcomes in Patients with Diabetic Kidney Disease in CKD Stages 3 to 4: A Multimodal Machine Learning Approach Fusing Clinical Composites and Pathology Images

Xiangmeng Li ¹^,²^,³ ,
Jinyu Liu ¹^,⁴ ,
Erjina Huo ⁵ ,
Peihua Zhang ⁶ ,
Shimin Jiang ¹ ,
Cheng Zhou ¹^,^* ,
Shunlai Shang ¹^,^* ,
Wenge Li ¹^,²^,⁴^,^*

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Received	Accepted	Published
2026-02-24	2026-06-02
Issue Date
2026-10-16

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The hierarchy quorum sensing network in Pseudomonas aeruginosa

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