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Join date: Feb 16, 2025
Posts (40)
Oct 29, 2026 ∙ 3 min
Smarter Patient Selection for Outpatient Spine Surgery: Can Machine Learning Help?
-Sukanya Rao As more spine procedures move to the outpatient setting, selecting the right patient becomes increasingly important. The challenge is not simply whether a procedure can be performed outpatient, but whether an individual patient is likely to recover without an unexpected complication, prolonged stay, or readmission. Outpatient candidacy depends on multiple clinical factors considered together. Could machine learning help surgeons translate those variables into a more...
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Oct 29, 2026 ∙ 3 min
The Muscle Behind Spine Surgery: Why the Multifidus Matters
-Sukanya Rao We focus on discs, nerves, bone, and alignment but what happens to the muscle that stabilizes the spine? Spine surgery is often planned around clearly defined pathology: neural compression, disc degeneration, instability, deformity, and bony anatomy. Yet posterior lumbar surgery also involves another important component of the functional spine the paraspinal musculature. Among these muscles, the multifidus plays an important role in segmental stabilization and control of lumbar...
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Oct 29, 2026 ∙ 2 min
The Next Breakthrough in Spine Surgery: More Technology or Less Complexity?
-Sukanya Rao As robotics and artificial intelligence reshape spine surgery, a fundamental question is emerging: Does greater technological sophistication necessarily translate into better patient care? What happens when a multimillion-dollar surgical technology fails to outperform an established technique? That question is becoming increasingly relevant as robotics, artificial intelligence (AI), and computer-assisted navigation transform spine surgery. While these technologies promise...
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