X-ray carpal bone segmentation and area measurement

A Faisal, A Khalil, HY Chai, KW Lai - Multimedia Tools and Applications, 2022 - Springer
… Elimination of two user involvement in the methods described, ie, the contour initialization
which was placed around the middle of the images and the carpal bone extraction from its …

Carpal bone segmentation using fully convolutional neural network

LK Meng, A Khalil, MH Ahmad Nizar… - … Medical Imaging, 2019 - ingentaconnect.com
… an image feature extraction technique based on image seg- … is to automatically segment and
classify carpal bones from handsX-ray carpal-bone image boundary feature analysis using …

Automatic segmentation for favourable delineation of ten wrist bones on wrist radiographs using Convolutional Neural Network

B Kang, Y Han, J Oh, J Lim, J Ryu, MS Yoon… - … Personalized Medicine, 2022 - mdpi.com
… related to each medical image domain by combining these … In this paper, a specific region
whose X-ray image only … than that of predicted masking in each carpal bone (all p < 0.001), …

Detection of Turner syndrome using hand X-ray using anchor based links segmentation method

R Ramachandran, N Gobalakrishnan… - … in Medicine, 2022 - journals.sagepub.com
… In medical image and computer vision examination, image … bones in X-ray image and
developing a fully automated image … On the contrary, the length of the 4th carpal bone is usually …

Automatic carpal site detection method for evaluation of rheumatoid arthritis using deep learning

K Nakatsu, R Rahman, K Morita, D Fujita… - Journal of Advanced …, 2022 - jstage.jst.go.jp
… results of the proposed method using X-ray images of the hands of 140 subjects. In Sec…
Carpal bone segmentation using fully convolutional neural network,” Current Medical Imaging

Hand bone extraction and segmentation based on a convolutional neural network

H Du, H Wang, C Yang, L Kabalata, H Li… - Biomedical Signal …, 2024 - Elsevier
Automatic segmentation of hand bone X-ray images is an important process in … X-ray
images of teenagers' hands. Half of the X-ray images were obtained from the medical imaging

Human bone age estimation of carpal bone X-ray using residual network with batch normalization classification

A Nabilah, R Sigit, A Fariza, M Madyono - JOIV: International Journal on …, 2023 - joiv.org
… [9] also developed an automated method for age estimation … Feature extraction is performed
using the ResNeXt architecture. It … a cardinality of 32 for feature extraction as shown in Fig. 7 …

[PDF][PDF] Carpal Bone Analysis using Geometric and Deep Learning Models

M Rezaei - 2020 - spectrum.library.concordia.ca
… , geometry processing and medical imaging. This thesis is motivated by the availability of …
on human wrist bones X-ray images. We also investigate automated BAA methods using state-…

Bone age estimation from carpal radiography images using deep learning

YA Ding, F Mutz, KF Côco, LA Pinto… - Expert Systems, 2020 - Wiley Online Library
… This work proposes a fully automated methodology for bone … It can detect all 15 finger
joints in X-ray images. The authors … detection and extraction. Figure 6 shows the flow of EROI …

[PDF][PDF] Automatic segmentation of wrist bone fracture area by K-means pixel clustering from X-ray image

KB Kim, DH Song, SS Yun - International …, 2019 - download.garuda.kemdikbud.go.id
… In this paper, we propose an automatic extraction method for … algorithms suffer because
medical images commonly have … [6] Lin, P, et al., “X-ray carpal-bone image boundary feature …