Nearest-Neighbor Dual-Path Contrastive Learning for Lumbar Disc Herniation MRI Image Classification

Nearest-Neighbor Dual-Path Contrastive Learning for Lumbar Disc Herniation MRI Image Classification

Lumbar disc herniation (LDH) is a common spinal condition that profoundly affects patients’ quality of life. Timely and precise diagnosis is essential for efficient therapy and enhancing patient outcomes. This paper introduces an innovative LDH classification framework utilizing nearest-n...

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Bibliographic Details
Main Authors: Dan Pan, Yu-Xiang Pan, Hui Wang, Qi-Jing Liu, Chang-Mao Qiu
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Lumbar spine disc classification
lumbar spine
contrastive learning
deep learning
Online Access:https://ieeexplore.ieee.org/document/11006703/
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https://ieeexplore.ieee.org/document/11006703/

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