WDRIV-Net: a weighted ensemble transfer learning to improve automatic type stratification of lumbar intervertebral disc bulge, prolapse, and herniation

Abstract The degeneration of the intervertebral discs in the lumbar spine is the common cause of neurological and physical dysfunctions and chronic disability of patients, which can be stratified into single—(e.g., disc herniation, prolapse, or bulge) and comorbidity-type degeneration (e.g., simulta...

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Bibliographic Details
Main Authors: Ichiro Nakamoto, Hua Chen, Rui Wang, Yan Guo, Wei Chen, Jie Feng, Jianfeng Wu
Format: Article
Language:English
Published: BMC 2025-02-01
Series:BioMedical Engineering OnLine
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Online Access:https://doi.org/10.1186/s12938-025-01341-4
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