{"database":"biostudies-literature","file_versions":[],"scores":null,"additional":{"submitter":["Lin A"],"funding":["the Qingdao Science and Technology Benefit the People Demonstration Project","the Natural Science Foundation of Shan Dong Province"],"pagination":["273"],"full_dataset_link":["https://www.ebi.ac.uk/biostudies/studies/S-EPMC11468133"],"repository":["biostudies-literature"],"omics_type":["Unknown"],"volume":["24(1)"],"pubmed_abstract":["<h4>Background</h4>In recent years, radiomics has been shown to be an effective tool for the diagnosis and prediction of diseases. Existing evidence suggests that imaging features play a key role in predicting the recurrence of lumbar disk herniation (rLDH). Thus, this study aimed to evaluate the risk of rLDH in patients undergoing percutaneous endoscopic lumbar discectomy (PELD) using radiomics to facilitate the development of more rational surgical and perioperative management strategies.<h4>Method</h4>This was a retrospective case-control study involving 487 patients who underwent PELD at the L4/5 level. The rLDH and negative groups were matched using propensity score matching (PSM). A total of 1409 radiomic features were extracted from preoperative lumbar MRI images using intraclass co"],"journal":["BMC medical imaging"],"pubmed_title":["Radiomics based on MRI to predict recurrent L4-5 disc herniation after percutaneous endoscopic lumbar discectomy."],"pmcid":["PMC11468133"],"funding_grant_id":["23-2-8-smjk-7-nsh","ZR2021MH020"],"pubmed_authors":["Lin A","Meng S","Zhou C","Zhang H","Zhu K","Ma X","Zhou D","Han J","Wang Y","Han S","Li L","Cui Q"],"additional_accession":[]},"is_claimable":false,"name":"Radiomics based on MRI to predict recurrent L4-5 disc herniation after percutaneous endoscopic lumbar discectomy.","description":"<h4>Background</h4>In recent years, radiomics has been shown to be an effective tool for the diagnosis and prediction of diseases. Existing evidence suggests that imaging features play a key role in predicting the recurrence of lumbar disk herniation (rLDH). Thus, this study aimed to evaluate the risk of rLDH in patients undergoing percutaneous endoscopic lumbar discectomy (PELD) using radiomics to facilitate the development of more rational surgical and perioperative management strategies.<h4>Method</h4>This was a retrospective case-control study involving 487 patients who underwent PELD at the L4/5 level. The rLDH and negative groups were matched using propensity score matching (PSM). A total of 1409 radiomic features were extracted from preoperative lumbar MRI images using intraclass co","dates":{"release":"2024-01-01T00:00:00Z","publication":"2024 Oct","modification":"2026-06-13T05:40:57.153Z","creation":"2025-04-06T12:31:51.62Z"},"accession":"S-EPMC11468133","cross_references":{"pubmed":["39390384"],"doi":["10.1186/s12880-024-01450-x"]}}