AIMC Topic: Cauda Equina Syndrome

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Development of machine learning models for gait-based classification of incomplete spinal cord injuries and cauda equina syndrome.

Scientific reports Jun 6, 2025
Incomplete tetraplegia, incomplete paraplegia, and cauda equina syndrome are major neurological disorders that significantly reduce patients' quality of life, primarily due to impaired motor function and gait instability. Although conventional neurol...
Humans Machine Learning Female Aged Young Adult Adult Male Middle Aged Support Vector Machine Gait Spinal Cord Injuries Cauda Equina Syndrome
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Development of a Machine-Learning Algorithm to Identify Cauda Equina Compression on Magnetic Resonance Imaging Scans.

World neurosurgery Feb 20, 2025
OBJECTIVE: Cauda equina syndrome (CES) poses significant neurological risks if untreated. Diagnosis relies on clinical and radiological features. As the symptoms are often nonspecific and common, the diagnosis is usually made after a magnetic resonan...
Humans Neural Networks, Computer Machine Learning Algorithms Female Adult Sensitivity and Specificity Male Middle Aged Magnetic Resonance Imaging Cauda Equina Syndrome
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Machine learning in predicting cauda equina imaging outcomes- a solution to the problem.

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 Dec 3, 2024
PURPOSE: Cauda Equina Syndrome (CES) is a rare surgical emergency. The implications for loss of quality of life through delayed management are high, though no clinical symptom is pathognomonic in its diagnosis. We describe how machine learning based ...
Humans Machine Learning Algorithms Retrospective Studies Female Aged Adult Male Middle Aged Magnetic Resonance Imaging Cauda Equina Syndrome Cauda Equina
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Sequential endoscopic and robot-assisted surgical solutions for a rare fungal spondylodiscitis, secondary lumbar spinal stenosis, and subsequent discal pseudocyst causing acute cauda equina syndrome: a case report.

BMC surgery Jan 29, 2022
BACKGROUND: Fungal spondylodiscitis is a rare infectious disease. The secondary lumbar spinal stenosis and postoperative discal pseudocyst were even rarer. The surgical interventions were disputed, yet endoscopic and robot-assisted techniques may be ...
Humans Female Middle Aged Robotics Lumbar Vertebrae Fungi Spinal Stenosis Pedicle Screws Cauda Equina Syndrome Discitis
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