AIMC Topic: Intervertebral Disc Displacement
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SymTC: A symbiotic Transformer-CNN net for instance segmentation of lumbar spine MRI.
Computers in biology and medicine
Jul 1, 2024
Intervertebral disc disease, a prevalent ailment, frequently leads to intermittent or persistent low back pain, and diagnosing and assessing of this disease rely on accurate measurement of vertebral bone and intervertebral disc geometries from lumbar...
Natural Language Processing-Driven Artificial Intelligence Models for the Diagnosis of Lumbar Disc Herniation with L5 and S1 Radiculopathy: A Preliminary Evaluation.
World neurosurgery
Jun 13, 2024
OBJECTIVE: To develop and validate natural language processing-driven artificial intelligence (AI) models for the diagnosis of lumbar disc herniation (LDH) with L5 and S1 radiculopathy using electronic health records (EHRs).
Deep Learning Model for Grading and Localization of Lumbar Disc Herniation on Magnetic Resonance Imaging.
Journal of magnetic resonance imaging : JMRI
Apr 27, 2024
BACKGROUND: Methods for grading and localization of lumbar disc herniation (LDH) on MRI are complex, time-consuming, and subjective. Utilizing deep learning (DL) models as assistance would mitigate such complexities.
Large language models: Are artificial intelligence-based chatbots a reliable source of patient information for spinal surgery?
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
Oct 11, 2023
PURPOSE: Large language models (LLM) have recently attracted attention because of their enormous performance. Based on artificial intelligence, LLM enable dialogic communication using quasi-natural language that approximates the quality of human comm...
LSS-VGG16: Diagnosis of Lumbar Spinal Stenosis With Deep Learning.
Clinical spine surgery
Jan 20, 2023
STUDY DESIGN: This was a retrospective study.
Predicting decompression surgery by applying multimodal deep learning to patients' structured and unstructured health data.
BMC medical informatics and decision making
Jan 6, 2023
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 s...
Minimally invasive trans-superior articular process percutaneous endoscopic lumbar discectomy with robot assistance.
BMC musculoskeletal disorders
Dec 31, 2022
BACKGROUND: To compare the clinical outcomes of patients with lumbar disc herniation treated with robot-assisted percutaneous endoscopic lumbar discectomy (r-PELD) or conventional PELD under fluoroscopy guidance (f-PELD).
A Deep Learning Model for Automatic Detection and Classification of Disc Herniation in Magnetic Resonance Images.
IEEE journal of biomedical and health informatics
Dec 7, 2022
Localization of lumbar discs in magnetic resonance imaging (MRI) is a challenging task, due to a vast range of shape, size, number, and appearance of discs and vertebrae. Based on a review of the cutting-edge methods, the majority of applied techniqu...
Deep learning-based high-accuracy quantitation for lumbar intervertebral disc degeneration from MRI.
Nature communications
Feb 11, 2022
To help doctors and patients evaluate lumbar intervertebral disc degeneration (IVDD) accurately and efficiently, we propose a segmentation network and a quantitation method for IVDD from T2MRI. A semantic segmentation network (BianqueNet) composed of...
Deep Learning-Based Denoised MRI Images for Correlation Analysis between Lumbar Facet Joint and Lumbar Disc Herniation in Spine Surgery.
Journal of healthcare engineering
Jul 29, 2021
This work aimed to explore the relationship between spine surgery lumbar facet joint (LFJ) and lumbar disc herniation (LDH) via compressed sensing algorithm-based MRI images to analyze the clinical symptoms of patients with residual neurological symp...
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