Clinical image-based procedures, distributed and collaborative learning, artificial intelligence for combating COVID-19 and secure and privacy-preserving machine learning : 10th Workshop, CLIP 2021, Second Workshop, DCL 2021, First Work...最新文献

筛选
英文 中文
Privacy-Preserving Machine Learning 保护隐私的机器学习
Jin Li, P. Li, Zheli Liu, Xiaofeng Chen, Tong Li
{"title":"Privacy-Preserving Machine Learning","authors":"Jin Li, P. Li, Zheli Liu, Xiaofeng Chen, Tong Li","doi":"10.1007/978-981-16-9139-3","DOIUrl":"https://doi.org/10.1007/978-981-16-9139-3","url":null,"abstract":"","PeriodicalId":93532,"journal":{"name":"Clinical image-based procedures, distributed and collaborative learning, artificial intelligence for combating COVID-19 and secure and privacy-preserving machine learning : 10th Workshop, CLIP 2021, Second Workshop, DCL 2021, First Work...","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87614993","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 11
TMJOAI: An Artificial Web-Based Intelligence Tool for Early Diagnosis of the Temporomandibular Joint Osteoarthritis. TMJOAI:用于早期诊断颞下颌关节骨关节炎的人工网络智能工具。
Celia Le, Romain Deleat-Besson, Najla Al Turkestani, Lucia Cevidanes, Jonas Bianchi, Winston Zhang, Marcela Gurgel, Hina Shah, Juan Prieto, Tengfei Li
{"title":"TMJOAI: An Artificial Web-Based Intelligence Tool for Early Diagnosis of the Temporomandibular Joint Osteoarthritis.","authors":"Celia Le, Romain Deleat-Besson, Najla Al Turkestani, Lucia Cevidanes, Jonas Bianchi, Winston Zhang, Marcela Gurgel, Hina Shah, Juan Prieto, Tengfei Li","doi":"10.1007/978-3-030-90874-4_8","DOIUrl":"10.1007/978-3-030-90874-4_8","url":null,"abstract":"<p><p>Osteoarthritis is a chronic disease that affects the temporomandibular joint (TMJ), causing chronic pain and disability. To diagnose patients suffering from this disease before advanced degradation of the bone, we developed a diagnostic tool called TMJOAI. This machine learning based algorithm is capable of classifying the health status TMJ in of patients using 52 clinical, biological and jaw condyle radiomic markers. The TMJOAI includes three parts. the feature preparation, selection and model evaluation. Feature generation includes the choice of radiomic features (condylar trabecular bone or mandibular fossa), the histogram matching of the images prior to the extraction of the radiomic markers, the generation of feature pairwise interaction, etc.; the feature selection are based on the p-values or AUCs of single features using the training data; the model evaluation compares multiple machine learning algorithms (e.g. regression-based, tree-based and boosting algorithms) from 10 times 5-fold cross validation. The best performance was achieved with averaging the predictions of XGBoost and LightGBM models; and the inclusion of 32 additional markers from the mandibular fossa of the joint improved the AUC prediction performance from 0.83 to 0.88. After cross-validation and testing, the tools presented here have been deployed on an open-source, web-based system, making it accessible to clinicians. TMJOAI allows users to add data and automatically train and update the machine learning models, and therefore improve their performance.</p>","PeriodicalId":93532,"journal":{"name":"Clinical image-based procedures, distributed and collaborative learning, artificial intelligence for combating COVID-19 and secure and privacy-preserving machine learning : 10th Workshop, CLIP 2021, Second Workshop, DCL 2021, First Work...","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2021-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9012403/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"90853910","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Big Data and Data Analytics for an Enhanced COVID-19 Epidemic Management 加强COVID-19疫情管理的大数据和数据分析
J. B. Awotunde, R. Jimoh, I. D. Oladipo, M. Abdulraheem, Taibat Bolanle Jimoh, G. J. Ajamu
{"title":"Big Data and Data Analytics for an Enhanced COVID-19 Epidemic Management","authors":"J. B. Awotunde, R. Jimoh, I. D. Oladipo, M. Abdulraheem, Taibat Bolanle Jimoh, G. J. Ajamu","doi":"10.1007/978-3-030-69744-0_2","DOIUrl":"https://doi.org/10.1007/978-3-030-69744-0_2","url":null,"abstract":"","PeriodicalId":93532,"journal":{"name":"Clinical image-based procedures, distributed and collaborative learning, artificial intelligence for combating COVID-19 and secure and privacy-preserving machine learning : 10th Workshop, CLIP 2021, Second Workshop, DCL 2021, First Work...","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73660983","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 9
Optimization of the International Trade Activities in the Period of COVID-19 by Proposing an Algorithm 基于算法的新型冠状病毒肺炎期间国际贸易活动优化
O. Imrani, Monsif Ben Messaoud Layti, S. Bourekkadi, A. Boulaksili, Issam Kabbassi
{"title":"Optimization of the International Trade Activities in the Period of COVID-19 by Proposing an Algorithm","authors":"O. Imrani, Monsif Ben Messaoud Layti, S. Bourekkadi, A. Boulaksili, Issam Kabbassi","doi":"10.1007/978-3-030-69744-0_11","DOIUrl":"https://doi.org/10.1007/978-3-030-69744-0_11","url":null,"abstract":"","PeriodicalId":93532,"journal":{"name":"Clinical image-based procedures, distributed and collaborative learning, artificial intelligence for combating COVID-19 and secure and privacy-preserving machine learning : 10th Workshop, CLIP 2021, Second Workshop, DCL 2021, First Work...","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"75127089","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 4
Intelligent Monitoring System to Aid in the Proactive and Early Detection of People Infected by COVID-19 助力新型冠状病毒感染人群主动早期检测的智能监测系统
Saad Chakkor, Mostafa Baghouri, A. Oualkadi, Jalil Abdelkader el Hangouche, Jawhar Laamech, Rachid Belfkih
{"title":"Intelligent Monitoring System to Aid in the Proactive and Early Detection of People Infected by COVID-19","authors":"Saad Chakkor, Mostafa Baghouri, A. Oualkadi, Jalil Abdelkader el Hangouche, Jawhar Laamech, Rachid Belfkih","doi":"10.1007/978-3-030-69744-0_22","DOIUrl":"https://doi.org/10.1007/978-3-030-69744-0_22","url":null,"abstract":"","PeriodicalId":93532,"journal":{"name":"Clinical image-based procedures, distributed and collaborative learning, artificial intelligence for combating COVID-19 and secure and privacy-preserving machine learning : 10th Workshop, CLIP 2021, Second Workshop, DCL 2021, First Work...","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"79679133","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Simulation of the Relation Between the Number of COVID-19 Death Cases as a Result of the Number of Handwashing Facilities by Using Artificial Intelligence 基于人工智能的新型冠状病毒肺炎死亡人数与洗手设施数量关系模拟
S. Norozpour
{"title":"Simulation of the Relation Between the Number of COVID-19 Death Cases as a Result of the Number of Handwashing Facilities by Using Artificial Intelligence","authors":"S. Norozpour","doi":"10.1007/978-3-030-69744-0_1","DOIUrl":"https://doi.org/10.1007/978-3-030-69744-0_1","url":null,"abstract":"","PeriodicalId":93532,"journal":{"name":"Clinical image-based procedures, distributed and collaborative learning, artificial intelligence for combating COVID-19 and secure and privacy-preserving machine learning : 10th Workshop, CLIP 2021, Second Workshop, DCL 2021, First Work...","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"91495357","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Nonparametric Tests for Comparing COVID-19 Machine Learning Forecasting Models 比较COVID-19机器学习预测模型的非参数检验
D. Klyushin
{"title":"Nonparametric Tests for Comparing COVID-19 Machine Learning Forecasting Models","authors":"D. Klyushin","doi":"10.1007/978-3-030-69744-0_9","DOIUrl":"https://doi.org/10.1007/978-3-030-69744-0_9","url":null,"abstract":"","PeriodicalId":93532,"journal":{"name":"Clinical image-based procedures, distributed and collaborative learning, artificial intelligence for combating COVID-19 and secure and privacy-preserving machine learning : 10th Workshop, CLIP 2021, Second Workshop, DCL 2021, First Work...","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"86136505","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Internet of Things and Covid-19 Safety Precautions: Roles of Information Communication Technology in Health Emergency Control for Global Development 物联网与新冠肺炎安全防范:信息通信技术在全球发展卫生应急控制中的作用
H. Abdullahi, A. Odeniyi, Sarafadeen Tunde Ganiyu
{"title":"Internet of Things and Covid-19 Safety Precautions: Roles of Information Communication Technology in Health Emergency Control for Global Development","authors":"H. Abdullahi, A. Odeniyi, Sarafadeen Tunde Ganiyu","doi":"10.1007/978-3-030-69744-0_19","DOIUrl":"https://doi.org/10.1007/978-3-030-69744-0_19","url":null,"abstract":"","PeriodicalId":93532,"journal":{"name":"Clinical image-based procedures, distributed and collaborative learning, artificial intelligence for combating COVID-19 and secure and privacy-preserving machine learning : 10th Workshop, CLIP 2021, Second Workshop, DCL 2021, First Work...","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"84900419","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Understanding Role of Information and Communication Technology Application in Vietnam’s Prevention and Control of COVID-19 Pandemic 了解信息通信技术在越南防控新冠肺炎疫情中的作用
Nguyen Le Thy Thuong, Thuy T. Dang, T. Diem
{"title":"Understanding Role of Information and Communication Technology Application in Vietnam’s Prevention and Control of COVID-19 Pandemic","authors":"Nguyen Le Thy Thuong, Thuy T. Dang, T. Diem","doi":"10.1007/978-3-030-69744-0_7","DOIUrl":"https://doi.org/10.1007/978-3-030-69744-0_7","url":null,"abstract":"","PeriodicalId":93532,"journal":{"name":"Clinical image-based procedures, distributed and collaborative learning, artificial intelligence for combating COVID-19 and secure and privacy-preserving machine learning : 10th Workshop, CLIP 2021, Second Workshop, DCL 2021, First Work...","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"82520416","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Robotics and Automation: The Rescuers of COVID Era 机器人和自动化:新冠病毒时代的救星
A. Chauhan
{"title":"Robotics and Automation: The Rescuers of COVID Era","authors":"A. Chauhan","doi":"10.1007/978-3-030-69744-0_8","DOIUrl":"https://doi.org/10.1007/978-3-030-69744-0_8","url":null,"abstract":"","PeriodicalId":93532,"journal":{"name":"Clinical image-based procedures, distributed and collaborative learning, artificial intelligence for combating COVID-19 and secure and privacy-preserving machine learning : 10th Workshop, CLIP 2021, Second Workshop, DCL 2021, First Work...","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"84017144","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 5
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
相关产品
×
本文献相关产品
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信