Automatic Assessment of Radiological Parameters of the Distal Radius Using a Hybrid Approach Combining Deep Learning and a Computer-Aided Diagnostic Algorithm

This novel automated hybrid method can accurately identify landmarks on wrist radiographs and automatically generate the radiological parameters of the distal radius. This method saves time and reduces human labor in creating datasets for training segmentation models and developing image processing algorithms.

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Publication Details

Journal
Clinics in Orthopedic Surgery
Published
2025-01-01
DOI
https://doi.org/10.4055/cios24407
Primary Topic
Orthopedic Surgery and Rehabilitation
Type
article
Field-Weighted Citation Impact
0.00

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article

Automatic Assessment of Radiological Parameters of the Distal Radius Using a Hybrid Approach Combining Deep Learning and a Computer-Aided Diagnostic Algorithm

Minji Kang, Hyoung‐Seok Jung, Kyu-Tae Kang, Jae-Sung Lee et al.
Clinics in Orthopedic Surgery
Orthopedic Surgery and Rehabilitation
article

Automatic Assessment of Radiological Parameters of the Distal Radius Using a Hybrid Approach Combining Deep Learning and a Computer-Aided Diagnostic Algorithm

Minji Kang, Hyoung‐Seok Jung, Kyu-Tae Kang, Jae-Sung Lee, Sang-Jeong Lee
article en

Abstract

This novel automated hybrid method can accurately identify landmarks on wrist radiographs and automatically generate the radiological parameters of the distal radius. This method saves time and reduces human labor in creating datasets for training segmentation models and developing image processing algorithms.

Clinics in Orthopedic SurgeryVol. 17(6)
LG (United States) (US), Sungae Hospital (KR), Gwangmyeong Mental Health Welfare Center (KR), Chung-Ang University Hospital (KR)
Chung-Ang University
Openalex Percentile: Top 49%
Orthopedic Surgery and Rehabilitation
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