Determining prior authorization approval for lumbar stenosis surgery with machine learning

De Barros, A.; Abel, F.; Kolisnyk, S.; Geraci, G. C.; Hill, F.; Engrav, M.; Samavedi, S.; Suldina, O.; Kim, J.; Rusakov, A.; Lebl, D. R.; Mourad, R.

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dc.contributor.author	De Barros, A.	en
dc.contributor.author	Abel, F.	en
dc.contributor.author	Kolisnyk, S.	en
dc.contributor.author	Geraci, G. C.	en
dc.contributor.author	Hill, F.	en
dc.contributor.author	Engrav, M.	en
dc.contributor.author	Samavedi, S.	en
dc.contributor.author	Suldina, O.	en
dc.contributor.author	Kim, J.	en
dc.contributor.author	Rusakov, A.	en
dc.contributor.author	Lebl, D. R.	en
dc.contributor.author	Mourad, R.	en
dc.date.accessioned	2025-03-07T11:16:31Z
dc.date.available	2025-03-07T11:16:31Z
dc.date.issued	2024
dc.identifier.citation	Determining prior authorization approval for lumbar stenosis surgery with machine learning / A. De Barros, F. Abel, S. Kolisnyk [et al.] // Global Spine Journal. – 2024. – № 14 (6). – P. 1753–1759.	en
dc.identifier.other	DOI: 10.1177/21925682231155844	en
dc.identifier.uri	https://dspace.vnmu.edu.ua/123456789/7088
dc.description.abstract	Lumbar spinal stenosis (LSS) is a degenerative condition with a high prevalence in the elderly population, that is associated with a significant economic burden and often requires spinal surgery. Prior authorization of surgical candidates is required before patients can be covered by a health plan and must be approved by medical directors (MDs), which is often subjective and clinician specific.	en
dc.language.iso	en	en
dc.publisher	Global Spine Journal	en
dc.subject	lumbar spinal stenosis	en
dc.subject	spinal surgery	en
dc.subject	artificial intelligence	en
dc.subject	machine learning	en
dc.subject	surgical decision making	en
dc.title	Determining prior authorization approval for lumbar stenosis surgery with machine learning	en
dc.type	Article	en