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
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This study aimed to develop and validate a deep learning radiomics nomogram (DLRN) to differentiate between tuberculous spondylitis (TS) and pyogenic spondylitis (PS) using contrast-enhanced MRI (CE-MRI). ⋯ The CE-MRI-based DLRN showed robust diagnostic capability for distinguishing between TS and PS in clinical practice.
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For cases of multilevel lumbar disc herniation (LDH), selecting the surgical approach for Percutaneous Transforaminal Endoscopic Discectomy (PTED) presents significant challenges and heavily relies on the physician's judgment. This study aims to develop a deep learning (DL)-based multimodal model that provides objective and referenceable support by comprehensively analyzing imaging and clinical data to assist physicians. ⋯ The multimodal model demonstrated excellent performance in predicting PTED target segments and approach directions. Its predictive performance surpassed that of the individual DL and ML models.
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This study aimed to evaluate the clinical and radiological outcomes of two patient groups with congenital kyphosis and kyphoscoliosis who underwent posterior surgical correction using Schwab grade 3-4 and Schwab grade 5-6 osteotomies. ⋯ Posterior surgical correction using Schwab grade 3-4 and Schwab grade 5-6 osteotomies yields satisfactory radiological and clinical outcomes in patients with congenital kyphosis and kyphoscoliosis. However, higher osteotomy grades, necessitated by greater deformity severity, are associated with increased complication rates.
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We utilized the Fast Low Angle Shot (FLASH) sequence to document the sequential changes in cartilaginous (CEP) and bony end plate (BEP) to study the influence on disc degeneration (DD). ⋯ CEP changes identified by FLASH preceded BEP defects and DD. I-TEPS was superior to TEPS in identifying a subgroup of discs that had CEP abnormalities without BEP. An I-TEPS ≥ 7 had a significant correlation to the severity of DD, influenced variations in herniation and also surgical incidence.
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During full flexion of the spine, the paraspinal muscles are largely inactive. This suggests that passive structures like the posterior osteoligamentous complex (POLC), consisting of interspinous and supraspinous ligaments and the spinous processes, play a key role in spinal stability and protection of the spinal column. The POLC, however, is often resected or damaged during spinal decompression surgeries, whereas the biomechanical implications of this resection or damage are not yet fully understood. ⋯ The experiment indicates that the POLC is the primary passive stabilizer of the fully flexed lumbar spine. Surgical resection of this structure can redistribute loads and increase stresses on remaining spinal tissues, potentially leading to spinal instability, accelerated degeneration, and poor clinical long-term outcomes.