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Conventional and Non-Conventional ANNs in Medical Diagnostics 医学诊断中的常规和非常规人工神经网络
Deep Learning Applications in Medical Imaging Pub Date : 1900-01-01 DOI: 10.4018/978-1-7998-5071-7.ch001
D. G., A. Karegowda
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引用次数: 0
Deep Learning Applications in Medical Imaging 深度学习在医学成像中的应用
Deep Learning Applications in Medical Imaging Pub Date : 1900-01-01 DOI: 10.4018/978-1-7998-5071-7.ch007
J. Viswanathan, N. Saranya, Abinaya Inbamani
{"title":"Deep Learning Applications in Medical Imaging","authors":"J. Viswanathan, N. Saranya, Abinaya Inbamani","doi":"10.4018/978-1-7998-5071-7.ch007","DOIUrl":"https://doi.org/10.4018/978-1-7998-5071-7.ch007","url":null,"abstract":"Deep learning (DL) and artificial intelligence (AI) are emerging tools in the healthcare sector for medical diagnostics. This chapter elaborates on general reasons for the popularity of computational techniques such as deep learning and machine learning (ML) applications in the medical image processing domain. The initial part of this chapter focuses on reviewing the fundamental concepts of DL algorithms, competence with machine learning, need in healthcare, applications, and challenges in medical image processing. Doing so allows understanding the reasons for the construction of all of them and offers a different view on various domains in the medical sector. The tools and technology required for DL, selection, implementation, optimization, and testing are discussed with respect to an application of cancer detection. Thus, this chapter gives an overall vision of deep learning concepts related to biomedical research.","PeriodicalId":111289,"journal":{"name":"Deep Learning Applications in Medical Imaging","volume":"61 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":"115841905","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
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