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Predicting decompression surgery by applying multimodal deep learning to patients’ structured and unstructured health data

BACKGROUND: Low back pain (LBP) is a common condition made up of a variety of anatomic and clinical subtypes. Lumbar disc herniation (LDH) and lumbar spinal stenosis (LSS) are two subtypes highly associated with LBP. Patients with LDH/LSS are often started with non-surgical treatments and if those a...

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Detalles Bibliográficos
Autores principales: Jujjavarapu, Chethan, Suri, Pradeep, Pejaver, Vikas, Friedly, Janna, Gold, Laura S., Meier, Eric, Cohen, Trevor, Mooney, Sean D., Heagerty, Patrick J., Jarvik, Jeffrey G.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9824905/
https://www.ncbi.nlm.nih.gov/pubmed/36609379
http://dx.doi.org/10.1186/s12911-022-02096-x