Article
Radiographic phenotype-driven clustering in lumbar decompression: comparative study of outcome and reoperation risk.
The spine journal : official journal of the North American Spine Society - 1 Jan 2026
Asada Tomoyuki, Halayqeh Sereen, Lui Adrian, Pezzi Andrea, Zhao Eric R, Ehrlich Adin M, Tuma Olivia C, Araghi Kasra, Harhash Tarek, Patel Rujvee, Morse Kyle, Dowdell James E, Qureshi Sheeraz A, Iyer Sravisht
Abstract excerpt
BACKGROUND CONTEXT: Lumbar spinal canal stenosis (LSCS) presents with various radiographic findings, often including concurrent degenerative changes. Prior studies have investigated the effects of individual radiographic findings and parameters separately using conventional methods such as logistic regression. However, applying these independent effects to real-world patients remains challenging due to an unknown...
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