Automatic detection, classification, and segmentation of sagittal MR images for diagnosing prolapsed lumbar intervertebral disc

Automatic detection, classification, and segmentation of sagittal MR images for diagnosing prolapsed lumbar intervertebral disc

Abstract Magnetic resonance (MR) images are commonly used to diagnose prolapsed lumbar intervertebral disc (PLID). However, for a computer-aided diagnostic (CAD) system, distinguishing between pathological abnormalities of PLID in MR images is a challenging and intricate task. Here, we propose a com...

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Bibliographic Details
Main Authors: Md. Abu Sayed, G. M. Mahmudur Rahman, Md. Sherajul Islam, Md. Alimul Islam, Jeongwon Park, Hasan Ahmed, Akram Hossain, Rahat Shahrior
Format: Article
Language:English
Published: Nature Portfolio 2025-01-01
Series:Scientific Reports
Subjects:
Magnetic resonance imaging
Prolapsed lumbar intervertebral disc
YOLOv8
Weighted average ensemble
ROI
Online Access:https://doi.org/10.1038/s41598-024-84301-7
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