European spine journal : official publication of the European Spine Society, the European Spinal Deformity Society, and the European Section of the Cervical Spine Research Society
SpineScan: a deep learning model for lumbar spine MRI annotation and Pfirrmann grading assessment.
Aleksandr Minin, Olga Leonova, Aleksandr Krutko, Elizaveta Elgaeva, Denis Antonets, Dmitriy Shtokalo, Yakov Tsepilov
Published: 202510.1007/s00586-025-09537-x
Abstract
PURPOSE: While recent advances in deep learning have enabled automated Pfirrmann grading systems for intervertebral disc degeneration (IDD), many models remain inaccessible due to proprietary restrictions. This study aimed to develop and validate a c…
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