Vertebrae detection in X-ray images based on deep convolutional neural networks

被引：0

作者：

Kurachka, K. S. ^{[1
]}

Tsalka, I. M. ^{[1
]}

机构：

[1] Pavel Sukhoi State Tech Univ Gomel, Gomel, BELARUS

来源：

2017 IEEE 14TH INTERNATIONAL SCIENTIFIC CONFERENCE ON INFORMATICS | 2017年

关键词：

digital image processing; X-ray images; spine images; convolutional neural networks;

D O I：

暂无

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

We proposed a model for automated vertebrae detection in X-ray image which can be used in osteoporosis diagnosis. We used deep convolutional neural network as classification method. During the experiments we found out that the model satisfies the requirements and is acceptable for problems of this type.

引用

页码：194 / 196

页数：3

共 50 条

[21] Automatic detection of coronavirus disease (COVID-19) using X-ray images and deep convolutional neural networks
Ali Narin
Ceren Kaya
Ziynet Pamuk
Pattern Analysis and Applications, 2021, 24 : 1207 - 1220
[22] Void and solder joint detection for chip resistors based on X-ray images and deep neural networks
Pang, Shuiling
Chen, Meiyun
Ta, Shiwo
Wu, Heng
Takamasu, Kiyoshi
MICROELECTRONICS RELIABILITY, 2022, 135
[23] Classification of X-Ray Images of the Chest Using Convolutional Neural Networks
Mochurad, Lesia
Dereviannyi, Andrii
Antoniv, Uliana
IDDM 2021: INFORMATICS & DATA-DRIVEN MEDICINE: PROCEEDINGS OF THE 4TH INTERNATIONAL CONFERENCE ON INFORMATICS & DATA-DRIVEN MEDICINE (IDDM 2021), 2021, 3038 : 269 - 282
[24] Automatic classification of medical X-ray images with convolutional neural networks
Nkwentsha, Xolisani
Hounkanrin, Anicet
Nicolls, Fred
2020 INTERNATIONAL SAUPEC/ROBMECH/PRASA CONFERENCE, 2020, : 814 - 817
[25] Convolutional Neural Networks for Immediate Surgical Needle Automatic Detection in Craniofacial X-Ray Images
Liang, Zhuangzhuang
Liao, Qian
Chen, Sheng
Qian, Qingyu
Zhu, Lin
Yang, Hui
Gui, Haijun
JOURNAL OF CRANIOFACIAL SURGERY, 2020, 31 (06) : 1647 - 1650
[26] Pneumonia detection in chest X-ray images using convolutional neural networks and transfer learning
Jain, Rachna
Nagrath, Preeti
Kataria, Gaurav
Kaushik, V. Sirish
Hemanth, D. Jude
MEASUREMENT, 2020, 165
[27] Pneumonia Detection from Chest X-ray Images Based on Convolutional Neural Network
Zhang, Dejun
Ren, Fuquan
Li, Yushuang
Na, Lei
Ma, Yue
ELECTRONICS, 2021, 10 (13)
[28] Detection of Scoliosis in X-Ray Images Using a Convolutional Neural Network
Salazar-Fierro, Fausto
Cumbal, Carlos
Trejo-Espana, Diego
Leon-Fernandez, Cayo
Pusda-Chulde, Marco
Garcia-Santilllan, Ivan
TECHNOLOGIES AND INNOVATION, CITI 2024, 2025, 2276 : 167 - 183
[29] Utilization of Deep Convolutional Neural Networks for Accurate Chest X-Ray Diagnosis and Disease Detection
Mukesh Mann
Rakesh P. Badoni
Harsh Soni
Mohammed Al-Shehri
Aman Chandra Kaushik
Dong-Qing Wei
Interdisciplinary Sciences: Computational Life Sciences, 2023, 15 : 374 - 392
[30] Utilization of Deep Convolutional Neural Networks for Accurate Chest X-Ray Diagnosis and Disease Detection
Mann, Mukesh
Badoni, Rakesh P.
Soni, Harsh
Al-Shehri, Mohammed
Kaushik, Aman Chandra
Wei, Dong-Qing
INTERDISCIPLINARY SCIENCES-COMPUTATIONAL LIFE SCIENCES, 2023, 15 (03) : 374 - 392

← 1 2 3 4 5 →