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Conformal, ultrathin crystalline-silicon-based Hall sensor arrays with deep learning models for early-stage monitoring of three-dimensional tumor tissues

Crossref DOI link: https://doi.org/10.1038/s41528-025-00518-0

Published Online: 2025-12-27

Update policy: https://doi.org/10.1007/springer_crossmark_policy

Authors

Liu, Junhan

Wu, Zhongyuan

Zhou, Lianjie

Shen, Yanran

Wu, Xiaojun

Liang, Junling

Shao, Yuting

Liu, Pengchuan

Li, Zhongzheng

Hu, Bofan

Wang, Ming

Di, Zengfeng

Cai, Tianjun

Xu, Fan

Jiang, Su

Han, Mengdi

Tao, Ling

Mei, Yongfeng

Song, Enming
Funding

Funding for this research was provided by:

the National Natural Science Foundation of China (62304044)

the National Natural Science Foundation of China (82304124)

the National Natural Science Foundation of China (62204057)

STI 2030-Major Project (2022ZD0209900)
License Information

Text and Data Mining valid from 2025-12-27

Version of Record valid from 2026-01-28
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Article History

Received: 28 August 2025

Accepted: 10 December 2025

First Online: 27 December 2025

Competing interests

: The authors declare no competing interests.

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