Journal of Healthcare Engineering最新文献

Retracted: Merging RFID and Blockchain Technologies to Accelerate Big Data Medical Research Based on Physiological Signals. 撤回：将 RFID 与区块链技术相结合，加速基于生理信号的大数据医学研究。

4区医学

Journal of Healthcare Engineering Pub Date : 2024-08-05 eCollection Date: 2024-01-01 DOI: 10.1155/2024/9853493

Journal Of Healthcare Engineering

引用次数: 0

Channel-Boosted and Transfer Learning Convolutional Neural Network-Based Osteoporosis Detection from CT Scan, Dual X-Ray, and X-Ray Images 基于通道增强和迁移学习卷积神经网络的 CT 扫描、双 X 光和 X 光图像骨质疏松症检测

4区医学

Journal of Healthcare Engineering Pub Date : 2024-01-04 DOI: 10.1155/2024/3733705

R. Dhanagopal, R. Menaka, R. Suresh Kumar, P. T. Vasanth Raj, E. L. Debrah, K. Pradeep

{"title":"Channel-Boosted and Transfer Learning Convolutional Neural Network-Based Osteoporosis Detection from CT Scan, Dual X-Ray, and X-Ray Images","authors":"R. Dhanagopal, R. Menaka, R. Suresh Kumar, P. T. Vasanth Raj, E. L. Debrah, K. Pradeep","doi":"10.1155/2024/3733705","DOIUrl":"https://doi.org/10.1155/2024/3733705","url":null,"abstract":"Osteoporosis is a word used to describe a condition in which bone density has been diminished as a result of inadequate bone tissue development to counteract the elimination of old bone tissue. Osteoporosis diagnosis is made possible by the use of medical imaging technologies such as CT scans, dual X-ray, and X-ray images. In practice, there are various osteoporosis diagnostic methods that may be performed with a single imaging modality to aid in the diagnosis of the disease. The proposed study is to develop a framework, that is, to aid in the diagnosis of osteoporosis which agrees to all of these CT scans, X-ray, and dual X-ray imaging modalities. The framework will be implemented in the near future. The proposed work, CBTCNNOD, is the integration of 3 functional modules. The functional modules are a bilinear filter, grey-level zone length matrix, and CB-CNN. It is constructed in a manner that can provide crisp osteoporosis diagnostic reports based on the images that are fed into the system. All 3 modules work together to improve the performance of the proposed approach, CBTCNNOD, in terms of accuracy by 10.38%, 10.16%, 7.86%, and 14.32%; precision by 11.09%, 9.08%, 10.01%, and 16.51%; sensitivity by 9.77%, 10.74%, 6.20%, and 12.78%; and specificity by 11.01%, 9.52%, 9.5%, and 15.84%, while requiring less processing time of 33.52%, 17.79%, 23.34%, and 10.86%, when compared to the existing techniques of RCETA, BMCOFA, BACBCT, and XSFCV, respectively.","PeriodicalId":16017,"journal":{"name":"Journal of Healthcare Engineering","volume":"57 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-01-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139093357","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Retracted: SmartMedChain: A Blockchain-Based Privacy-Preserving Smart Healthcare Framework. 撤回：智能医疗链：基于区块链的隐私保护智能医疗框架。

4区医学

Journal of Healthcare Engineering Pub Date : 2023-12-13 eCollection Date: 2023-01-01 DOI: 10.1155/2023/9791481

Journal Of Healthcare Engineering

引用次数: 0

Retracted: CNN-LSTM Hybrid Real-Time IoT-Based Cognitive Approaches for ISLR with WebRTC: Auditory Impaired Assistive Technology. 撤回：基于 CNN-LSTM 混合实时物联网认知方法的 ISLR 与 WebRTC：听觉障碍辅助技术。

4区医学

Journal of Healthcare Engineering Pub Date : 2023-12-13 eCollection Date: 2023-01-01 DOI: 10.1155/2023/9894609

Journal Of Healthcare Engineering

引用次数: 0

Retracted: Preliminary Study on Risk Factors for Morbidity of Nonalcoholic Fatty Liver Disease in High-Income Male Population 撤回：关于高收入男性非酒精性脂肪肝发病风险因素的初步研究

4区医学

Journal of Healthcare Engineering Pub Date : 2023-12-06 DOI: 10.1155/2023/9853815