Automatic Meniscus Segmentation Using YOLO-Based Deep Learning Models with Ensemble Methods in Knee MRI Images

Automatic Meniscus Segmentation Using YOLO-Based Deep Learning Models with Ensemble Methods in Knee MRI Images

The meniscus is a C-shaped connective tissue with a cartilage-like structure in the knee joint. This study proposes an innovative method based on You Only Look Once (YOLO) series models and ensemble methods for meniscus segmentation from knee magnetic resonance imaging (MRI) images to improve segmen...

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Bibliographic Details
Main Authors: Mehmet Ali Şimşek, Ahmet Sertbaş, Hadi Sasani, Yaşar Mahsut Dinçel
Format: Article
Language:English
Published: MDPI AG 2025-03-01
Series:Applied Sciences
Subjects:
meniscus segmentation
magnetic resonance imaging
YOLO series
ensemble methods
voting methods
Online Access:https://www.mdpi.com/2076-3417/15/5/2752
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