Evaluation of Surgical Indications for Full Endoscopic Discectomy at Lumbosacral Disc Levels Using Three-Dimensional Magnetic Resonance/Computed Tomography Fusion Images Created with Artificial Intelligence.
Katsuhisa YamadaKen NagahamaYuichiro AbeYoshinori HyugajiDaisuke UkebaTsutomu EndoTakashi OhnishiKatsuro UraHideki SudoNorimasa IwasakiMasahiko TakahataPublished in: Medicina (Kaunas, Lithuania) (2023)
Background and Objectives: Although full endoscopic lumbar discectomy with the transforaminal approach (FED-TF) is a minimally invasive spinal surgery for lumbar disc herniation, the lumbosacral levels present anatomical challenges when performing FED-TF surgery due to the presence of the iliac bone. Materials and Methods: In this study, we simulated whether FED-TF surgery could be safely performed on a total of 52 consecutive cases with L5-S1 or L5-L6 disc herniation using fused three-dimensional (3D) images of the lumbar nerve root on magnetic resonance imaging (MRI) created with artificial intelligence and of the lumbosacral spine and iliac on computed tomography (CT) images. Results: Thirteen of the fifty-two cases were deemed operable according to simulated FED-TF surgery without foraminoplasty using the 3D MRI/CT fusion images. All 13 cases underwent FED-TF surgery without neurological complications, and their clinical symptoms significantly improved. Conclusions: Three-dimensional simulation may allow for the assessment from multiple angles of the endoscope entry and path, as well as the insertion angle. FED-TF surgery simulation using 3D MRI/CT fusion images could be useful in determining the indications for full endoscopic surgery for lumbosacral disc herniation.
Keyphrases
- minimally invasive
- contrast enhanced
- computed tomography
- artificial intelligence
- magnetic resonance imaging
- deep learning
- coronary artery bypass
- magnetic resonance
- robot assisted
- convolutional neural network
- machine learning
- image quality
- big data
- high resolution
- diffusion weighted imaging
- spinal cord injury
- optical coherence tomography
- surgical site infection
- brain injury
- bone mineral density
- coronary artery disease
- pet ct