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Machine Learning, Big Data, and IoT for Medical Informatics最新文献

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Chapter 13 Machine learning for optimizing healthcare resources 第13章优化医疗资源的机器学习
Machine Learning, Big Data, and IoT for Medical Informatics Pub Date : 2021-12-31 DOI: 10.1016/B978-0-12-821777-1.00020-3
A. Tawhid, Tanya Teotia, H. Elmiligi
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引用次数: 7
An ensemble approach for evaluating the cognitive performance of human population at high altitude 一种评价高海拔人群认知能力的综合方法
Machine Learning, Big Data, and IoT for Medical Informatics Pub Date : 1900-01-01 DOI: 10.1016/b978-0-12-821777-1.00021-5
Dipankar Sengupta, V. Sharma, S. Hota, R. B. Srivastava, P. Naik
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引用次数: 0
Applications of blockchain technology in smart healthcare: An overview 区块链技术在智能医疗中的应用:概述
Machine Learning, Big Data, and IoT for Medical Informatics Pub Date : 1900-01-01 DOI: 10.1016/b978-0-12-821777-1.00001-x
Muhammad Hassan Nawaz, Muhammad Taimoor Khan
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引用次数: 1
Cross color dominant deep autoencoder for quality enhancement of laparoscopic video: A hybrid deep learning and range-domain filtering-based approach 用于腹腔镜视频质量增强的交叉色主导深度自编码器:一种基于深度学习和距离域滤波的混合方法
Machine Learning, Big Data, and IoT for Medical Informatics Pub Date : 1900-01-01 DOI: 10.1016/b978-0-12-821777-1.00015-x
Apurba Das, S. Shylaja
{"title":"Cross color dominant deep autoencoder for quality enhancement of laparoscopic video: A hybrid deep learning and range-domain filtering-based approach","authors":"Apurba Das, S. Shylaja","doi":"10.1016/b978-0-12-821777-1.00015-x","DOIUrl":"https://doi.org/10.1016/b978-0-12-821777-1.00015-x","url":null,"abstract":"","PeriodicalId":446995,"journal":{"name":"Machine Learning, Big Data, and IoT for Medical Informatics","volume":"19 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130081296","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
Machine learning in precision medicine 精准医疗中的机器学习
Machine Learning, Big Data, and IoT for Medical Informatics Pub Date : 1900-01-01 DOI: 10.1016/b978-0-12-821777-1.00013-6
Dipankar Sengupta
{"title":"Machine learning in precision medicine","authors":"Dipankar Sengupta","doi":"10.1016/b978-0-12-821777-1.00013-6","DOIUrl":"https://doi.org/10.1016/b978-0-12-821777-1.00013-6","url":null,"abstract":"","PeriodicalId":446995,"journal":{"name":"Machine Learning, Big Data, and IoT for Medical Informatics","volume":"106 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114320105","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
Copyright 版权
Machine Learning, Big Data, and IoT for Medical Informatics Pub Date : 1900-01-01 DOI: 10.1016/b978-0-12-821777-1.09994-8
{"title":"Copyright","authors":"","doi":"10.1016/b978-0-12-821777-1.09994-8","DOIUrl":"https://doi.org/10.1016/b978-0-12-821777-1.09994-8","url":null,"abstract":"","PeriodicalId":446995,"journal":{"name":"Machine Learning, Big Data, and IoT for Medical Informatics","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124449969","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
Skull stripping and tumor detection using 3D U-Net 三维U-Net颅骨剥离及肿瘤检测
Machine Learning, Big Data, and IoT for Medical Informatics Pub Date : 1900-01-01 DOI: 10.1016/b978-0-12-821777-1.00014-8
Rahul Gupta, Isha Sharma, Vijay Kumar
{"title":"Skull stripping and tumor detection using 3D U-Net","authors":"Rahul Gupta, Isha Sharma, Vijay Kumar","doi":"10.1016/b978-0-12-821777-1.00014-8","DOIUrl":"https://doi.org/10.1016/b978-0-12-821777-1.00014-8","url":null,"abstract":"","PeriodicalId":446995,"journal":{"name":"Machine Learning, Big Data, and IoT for Medical Informatics","volume":"40 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124866726","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
Interpretable semisupervised classifier for predicting cancer stages 预测癌症分期的可解释半监督分类器
Machine Learning, Big Data, and IoT for Medical Informatics Pub Date : 1900-01-01 DOI: 10.1016/b978-0-12-821777-1.00006-9
Isel Grau, Dipankar Sengupta, A. Nowé
{"title":"Interpretable semisupervised classifier for predicting cancer stages","authors":"Isel Grau, Dipankar Sengupta, A. Nowé","doi":"10.1016/b978-0-12-821777-1.00006-9","DOIUrl":"https://doi.org/10.1016/b978-0-12-821777-1.00006-9","url":null,"abstract":"","PeriodicalId":446995,"journal":{"name":"Machine Learning, Big Data, and IoT for Medical Informatics","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116246743","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: 3
Geolocation-aware IoT and cloud-fog-based solutions for healthcare 用于医疗保健的地理位置感知物联网和基于云雾的解决方案
Machine Learning, Big Data, and IoT for Medical Informatics Pub Date : 1900-01-01 DOI: 10.1016/b978-0-12-821777-1.00017-3
Jaydeep Das
{"title":"Geolocation-aware IoT and cloud-fog-based solutions for healthcare","authors":"Jaydeep Das","doi":"10.1016/b978-0-12-821777-1.00017-3","DOIUrl":"https://doi.org/10.1016/b978-0-12-821777-1.00017-3","url":null,"abstract":"","PeriodicalId":446995,"journal":{"name":"Machine Learning, Big Data, and IoT for Medical Informatics","volume":"38 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127453606","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
Machine learning in expert systems for disease diagnostics in human healthcare 人类医疗保健疾病诊断专家系统中的机器学习
Machine Learning, Big Data, and IoT for Medical Informatics Pub Date : 1900-01-01 DOI: 10.1016/b978-0-12-821777-1.00022-7
A. Yadav, R. Shukla, T. Singh
{"title":"Machine learning in expert systems for disease diagnostics in human healthcare","authors":"A. Yadav, R. Shukla, T. Singh","doi":"10.1016/b978-0-12-821777-1.00022-7","DOIUrl":"https://doi.org/10.1016/b978-0-12-821777-1.00022-7","url":null,"abstract":"","PeriodicalId":446995,"journal":{"name":"Machine Learning, Big Data, and IoT for Medical Informatics","volume":"19 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116992858","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: 3
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