Pub Date : 2021-08-13DOI: 10.1002/9781119785750.ch3
B. Priya, K. Jayanthi, B. Pottakkat, G. Ramkumar
{"title":"Identification of a Suitable Transfer Learning Architecture for Classification: A Case Study with Liver Tumors","authors":"B. Priya, K. Jayanthi, B. Pottakkat, G. Ramkumar","doi":"10.1002/9781119785750.ch3","DOIUrl":"https://doi.org/10.1002/9781119785750.ch3","url":null,"abstract":"","PeriodicalId":325968,"journal":{"name":"Computational Analysis and Deep Learning for Medical Care","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2021-08-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124337204","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}
Pub Date : 2021-07-28DOI: 10.1002/9781119785750.ch9
S. Aswathy, F. Ajesh, Shermin Shamsudheen, T. Jarin
{"title":"Computer‐Aided Diagnosis of Liver Fibrosis in Hepatitis Patients Using Convolutional Neural Network","authors":"S. Aswathy, F. Ajesh, Shermin Shamsudheen, T. Jarin","doi":"10.1002/9781119785750.ch9","DOIUrl":"https://doi.org/10.1002/9781119785750.ch9","url":null,"abstract":"","PeriodicalId":325968,"journal":{"name":"Computational Analysis and Deep Learning for Medical Care","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2021-07-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124283244","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}
Pub Date : 2021-07-28DOI: 10.1002/9781119785750.ch1
Silvoster M. Leena, R. Mathusoothana, S. Kumar
{"title":"CNN: A Review of Models, Application of IVD Segmentation","authors":"Silvoster M. Leena, R. Mathusoothana, S. Kumar","doi":"10.1002/9781119785750.ch1","DOIUrl":"https://doi.org/10.1002/9781119785750.ch1","url":null,"abstract":"","PeriodicalId":325968,"journal":{"name":"Computational Analysis and Deep Learning for Medical Care","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2021-07-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128682173","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}
Pub Date : 2021-07-28DOI: 10.1002/9781119785750.ch6
K. A. Davamani, C. Robin, S. Amudha, L. Anbarasi
{"title":"Biomedical Image Segmentation by Deep Learning Methods","authors":"K. A. Davamani, C. Robin, S. Amudha, L. Anbarasi","doi":"10.1002/9781119785750.ch6","DOIUrl":"https://doi.org/10.1002/9781119785750.ch6","url":null,"abstract":"","PeriodicalId":325968,"journal":{"name":"Computational Analysis and Deep Learning for Medical Care","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2021-07-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121972741","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}
Pub Date : 2021-07-28DOI: 10.1002/9781119785750.ch15
Meenu Gupta, Akash Gupta, Gaganjot Kaur
{"title":"Deep Learning for Medical Healthcare: Issues, Challenges, and Opportunities","authors":"Meenu Gupta, Akash Gupta, Gaganjot Kaur","doi":"10.1002/9781119785750.ch15","DOIUrl":"https://doi.org/10.1002/9781119785750.ch15","url":null,"abstract":"","PeriodicalId":325968,"journal":{"name":"Computational Analysis and Deep Learning for Medical Care","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2021-07-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114817131","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}
Pub Date : 2021-07-28DOI: 10.1002/9781119785750.ch13
S. Sophia, U. Sridevi, Prabhu S.R. Boselin, P. Thamaraiselvi
{"title":"Ambient‐Assisted Living of Disabled Elderly in an Intelligent Home Using Behavior Prediction—A Reliable Deep Learning Prediction System","authors":"S. Sophia, U. Sridevi, Prabhu S.R. Boselin, P. Thamaraiselvi","doi":"10.1002/9781119785750.ch13","DOIUrl":"https://doi.org/10.1002/9781119785750.ch13","url":null,"abstract":"","PeriodicalId":325968,"journal":{"name":"Computational Analysis and Deep Learning for Medical Care","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2021-07-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128911184","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}
Pub Date : 2021-07-28DOI: 10.1002/9781119785750.ch17
S. Subasree, N. Sakthivel
{"title":"Deep Learning‐Based Prediction Techniques for Medical Care: Opportunities and Challenges","authors":"S. Subasree, N. Sakthivel","doi":"10.1002/9781119785750.ch17","DOIUrl":"https://doi.org/10.1002/9781119785750.ch17","url":null,"abstract":"","PeriodicalId":325968,"journal":{"name":"Computational Analysis and Deep Learning for Medical Care","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2021-07-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124555180","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}
Pub Date : 2021-07-28DOI: 10.1002/9781119785750.ch10
N. Banerjee, Subhalaxmi Das
{"title":"Lung Cancer Prediction in Deep Learning Perspective","authors":"N. Banerjee, Subhalaxmi Das","doi":"10.1002/9781119785750.ch10","DOIUrl":"https://doi.org/10.1002/9781119785750.ch10","url":null,"abstract":"","PeriodicalId":325968,"journal":{"name":"Computational Analysis and Deep Learning for Medical Care","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2021-07-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115503779","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}
Pub Date : 2021-07-28DOI: 10.1002/9781119785750.ch2
R. Reddy, C. Vaishnavi, Ch Mamatha, S. Ananthakumaran
{"title":"Location‐Aware Keyword Query Suggestion Techniques With Artificial Intelligence Perspective","authors":"R. Reddy, C. Vaishnavi, Ch Mamatha, S. Ananthakumaran","doi":"10.1002/9781119785750.ch2","DOIUrl":"https://doi.org/10.1002/9781119785750.ch2","url":null,"abstract":"","PeriodicalId":325968,"journal":{"name":"Computational Analysis and Deep Learning for Medical Care","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2021-07-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114034687","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}
Pub Date : 2021-07-28DOI: 10.1002/9781119785750.ch11
Diksha Rajpal, Sumita Mishra, Anil Kumar
{"title":"Lesion Detection and Classification for Breast Cancer Diagnosis Based on Deep CNNs from Digital Mammographic Data","authors":"Diksha Rajpal, Sumita Mishra, Anil Kumar","doi":"10.1002/9781119785750.ch11","DOIUrl":"https://doi.org/10.1002/9781119785750.ch11","url":null,"abstract":"","PeriodicalId":325968,"journal":{"name":"Computational Analysis and Deep Learning for Medical Care","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2021-07-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124943925","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}
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