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[null,"1.","Record Nr.",null,"UNINA9910743357903321"]
[null,null,"Titolo",null,"Intelligent Vision in Healthcare / / edited by Mukesh Saraswat, Harish Sharma, Karm Veer Arya"]
[null,null,"Pubbl/distr/stampa",null,"Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2022"]
[null,null,"ISBN",null,"981-16-7770-0"]
[{"$nulls":4},"981-16-7771-9"]
[null,null,"Edizione",null,"[1st ed. 2022.]"]
[null,null,"Descrizione fisica",null,"1 online resource (161 pages)"]
[null,null,"Collana",null,"Studies in Autonomic, Data-driven and Industrial Computing, , 2730-6445"]
[null,null,"Disciplina",null,"610.285"]
[null,null,"Soggetti",null,"Computational intelligence"]
[{"$nulls":4},"Artificial intelligence"]
[{"$nulls":4},"Signal processing"]
[{"$nulls":4},"Medical informatics"]
[{"$nulls":4},"Computational Intelligence"]
[{"$nulls":4},"Artificial Intelligence"]
[{"$nulls":4},"Signal, Speech and Image Processing"]
[{"$nulls":4},"Health Informatics"]
[null,null,"Lingua di pubblicazione",null,"Inglese"]
[null,null,"Formato",null,"Materiale a stampa"]
[null,null,null,"Livello bibliografico","Monografia"]
[null,null,null,"Nota di bibliografia","Includes bibliographical references."]
[null,null,"Nota di contenuto",null,"Intelligent Vision in Healthcare -- Diagnosis of Covid-19 in X-ray and CT Images Using Online Clustering Framework -- Unsupervised Deep Learning Approach for the Identiﬁcation of Intracranial haemorrhage in CT images using PCA-Net and K-Means algorithm -- Automatic segmentation of optic cup and optic disc using MultiResUnet for Glaucoma classification from fundus image -- A Framework to Classify the Calciﬁcation Region from USG Images of Thyroid Nodules -- Predicting Heart Disease with Multiple Classifiers."]
[null,null,null,"Sommario/riassunto","This book focuses on various aspects of computer vision applications in the field of healthcare. It covers new tools and technologies in some of the important areas of medical science like histopathological image analysis, cancer taxonomy, use of deep learning architecture dental care, and many more. Furthermore, this book reviews and discusses the use of intelligent learning-based algorithms for increasing the precision in medical domain. The book discusses different computer vision algorithms which are useful in various industries and day-to-day "]
[{"$nulls":4},"life. It also highlights many challenges faced by research community, like view point variations, scale variations, illumination variations, multi-modalities, and noise."]