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dc.contributor.authorRajput, Aayush
dc.contributor.authorSubasi, Abdulhamit
dc.date.accessioned2023-03-13T06:44:06Z
dc.date.available2023-03-13T06:44:06Z
dc.date.issued2023-01-20
dc.identifier.citationAayush Rajput, Abdulhamit Subasi, Chapter 2 - Lung cancer detection from histopathological lung tissue images using deep learning, Editor(s): Abdulhamit Subasi, In Artificial Intelligence Applications in Healthcare&Medicine, Applications of Artificial Intelligence in Medical Imaging, Academic Press, 2023, Pages 51-74, ISBN 9780443184505, https://doi.org/10.1016/B978-0-443-18450-5.00008-6.en_US
dc.identifier.isbn9780443184505en_US
dc.identifier.doihttps://doi.org/10.1016/B978-0-443-18450-5.00008-6en_US
dc.identifier.urihttp://hdl.handle.net/20.500.14131/591
dc.description.abstractLung cancer is a disease in which the growth of cells in the lung goes out of control. This disease can be lethal if the treatment to stop the growth of cells is not given to the patient in its early stages. Hence, it is very crucial to correctly recognize lung cancer in less time. Using the traditional method where each tissue is observed by a medical practitioner is time-consuming as well as error-prone; moreover, the practitioner should be very skilled. All these problems can be solved by using automated methods to detect lung cancer. In this chapter different deep learning models and techniques are used to detect lung cancer using histopathological images. The accuracy achieved by these models is very high and takes negligible time to give the results. Using a pretrained ResNet model combined with a support vector machine accuracy of 98.57% is achieved on the test data.en_US
dc.publisherAcademic Pressen_US
dc.subjectLung Canceren_US
dc.subjectHistopathological Imagesen_US
dc.subjectDeep Learningen_US
dc.subjectVGGen_US
dc.subjectConvolutional Neural Networken_US
dc.subjectArtificial Neural Networken_US
dc.subjectSupport Vector Machineen_US
dc.subjectRandom Foresten_US
dc.subjectKNNen_US
dc.subjectResNeten_US
dc.titleLung cancer detection from histopathological lung tissue images using deep learningen_US
dc.source.booktitleApplications of Artificial Intelligence in Medical Imaging.en_US
dc.source.volumeArtificial Intelligence Applications in Healthcare&Medicine;
dc.source.pages51-74en_US
dc.contributor.researcherExternal Collaborationen_US
dc.contributor.labArtificial Intelligence & Cyber Security Laben_US
dc.subject.KSAHEALTHen_US
dc.source.indexScopusen_US
dc.contributor.departmentComputer Scienceen_US
dc.contributor.firstauthorRajput, Aayush


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