Molecular alterations prediction in gliomas via an interpretable deep learning model: a multicentre and retrospective study

Chu Han, Danyi Li, Bingchao Zhao, Xiuming Zhang, Jianhao Lin¹, Xiaoling Yan, Ning Mao, Jiatai Lin², Tianpeng Deng, Jingqi Huang, Jing Zhang, Jinbang Li, Xiangzhao Li, Hong Li, Yongrong Yan, Xiaohui Zhu, Xiaohong Yao, Hong Yan, Shulin Zhao, Lichong Wang, Yang Ming, Xuejun Liu, Shuai Li, Chongzhu Fan, Hairui She, Yi Dai, Lijuan Ye, Jing Wang, Fangfang Liu, Xiaojing Guo, Yanfen Cui, Qingling Zhang, Yifang Ping, Yingchao Liu, Xiuwu Bian, Zaiyi Liu, Li Liang

Open source

DOI: 10.1016/j.landig.2025.100977
Published: 2026-04
Container: The Lancet Digital Health
Publisher: Elsevier BV
Open access: unknown

Credibility signals

uncertain Score 64/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.

Show all credibility signals

supportingDOI registered: A matching record was returned by Crossref. Source: Crossref; license: CC0 metadata
supportingDOI resolves: A matching record was returned by Crossref. Source: Crossref; license: CC0 metadata
not scoredDirectory of Open Access Journals: No matching DOAJ record was present in this response. No allow-list match; this is not evidence of low credibility. Source: DOAJ; license: CC0
not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredOpenAlex core source: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredKnown publisher allow-list: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredROR affiliation: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch expression of concern: No expression of concern notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredOpen access status: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredPublication license: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredPublication version: A publication version was supplied but is not scored. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
supportingMetadata completeness: All 6 scored descriptive metadata groups are present. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer

Cite this work

BibTeX

@article{allodium:10.1016/j.landig.2025.100977,
  title = {Molecular alterations prediction in gliomas via an interpretable deep learning model: a multicentre and retrospective study},
  author = {Chu Han and Danyi Li and Bingchao Zhao and Xiuming Zhang and Jianhao Lin¹ and Xiaoling Yan and Ning Mao and Jiatai Lin² and Tianpeng Deng and Jingqi Huang and Jing Zhang and Jinbang Li and Xiangzhao Li and Hong Li and Yongrong Yan and Xiaohui Zhu and Xiaohong Yao and Hong Yan and Shulin Zhao and Lichong Wang and Yang Ming and Xuejun Liu and Shuai Li and Chongzhu Fan and Hairui She and Yi Dai and Lijuan Ye and Jing Wang and Fangfang Liu and Xiaojing Guo and Yanfen Cui and Qingling Zhang and Yifang Ping and Yingchao Liu and Xiuwu Bian and Zaiyi Liu and Li Liang},
  year = {2026},
  journal = {The Lancet Digital Health},
  doi = {10.1016/j.landig.2025.100977},
  url = {https://doi.org/10.1016/j.landig.2025.100977}
}

RIS

TY  - JOUR
TI  - Molecular alterations prediction in gliomas via an interpretable deep learning model: a multicentre and retrospective study
AU  - Chu Han
AU  - Danyi Li
AU  - Bingchao Zhao
AU  - Xiuming Zhang
AU  - Jianhao Lin¹
AU  - Xiaoling Yan
AU  - Ning Mao
AU  - Jiatai Lin²
AU  - Tianpeng Deng
AU  - Jingqi Huang
AU  - Jing Zhang
AU  - Jinbang Li
AU  - Xiangzhao Li
AU  - Hong Li
AU  - Yongrong Yan
AU  - Xiaohui Zhu
AU  - Xiaohong Yao
AU  - Hong Yan
AU  - Shulin Zhao
AU  - Lichong Wang
AU  - Yang Ming
AU  - Xuejun Liu
AU  - Shuai Li
AU  - Chongzhu Fan
AU  - Hairui She
AU  - Yi Dai
AU  - Lijuan Ye
AU  - Jing Wang
AU  - Fangfang Liu
AU  - Xiaojing Guo
AU  - Yanfen Cui
AU  - Qingling Zhang
AU  - Yifang Ping
AU  - Yingchao Liu
AU  - Xiuwu Bian
AU  - Zaiyi Liu
AU  - Li Liang
PY  - 2026
JO  - The Lancet Digital Health
DO  - 10.1016/j.landig.2025.100977
UR  - https://doi.org/10.1016/j.landig.2025.100977
ER  -

APA

Han, C., Li, D., Zhao, B., Zhang, X., Lin¹, J., Yan, X., Mao, N., Lin², J., Deng, T., Huang, J., Zhang, J., Li, J., Li, X., Li, H., Yan, Y., Zhu, X., Yao, X., Yan, H., Zhao, S., Wang, L., Ming, Y., Liu, X., Li, S., Fan, C., She, H., Dai, Y., Ye, L., Wang, J., Liu, F., Guo, X., Cui, Y., Zhang, Q., Ping, Y., Liu, Y., Bian, X., Liu, Z., & Liang, L. (2026). Molecular alterations prediction in gliomas via an interpretable deep learning model: a multicentre and retrospective study. The Lancet Digital Health. https://doi.org/10.1016/j.landig.2025.100977

Source records

crossref · retrieved 2026-09-25T15:25:08.613Z