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Machine-learning-based approach for nonunion prediction following osteoporotic vertebral fractures

Shinji Takahashi, Hidetomi Terai, Masatoshi Hoshino, Tadao Tsujio, Minori Kato, Hiromitsu Toyoda, Akinobu Suzuki, Koji Tamai, Akito Yabu, Hiroaki Nakamura

2022European Spine Journal25 citationsDOI

Topics & Concepts

MedicineNonunionLogistic regressionDecision treeMagnetic resonance imagingRandom forestReceiver operating characteristicProspective cohort studyMachine learningAlgorithmSurgeryRadiologyInternal medicineComputer scienceMedical Imaging and AnalysisBone health and osteoporosis researchSpinal Fractures and Fixation Techniques
Machine-learning-based approach for nonunion prediction following osteoporotic vertebral fractures | Litcius