Intelligent Vision in Healthcare / / edited by Mukesh Saraswat, Harish Sharma, Karm Veer Arya
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| Titolo: |
Intelligent Vision in Healthcare / / edited by Mukesh Saraswat, Harish Sharma, Karm Veer Arya
|
| Pubblicazione: | Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2022 |
| Edizione: | 1st ed. 2022. |
| Descrizione fisica: | 1 online resource (161 pages) |
| Disciplina: | 610.285 |
| Soggetto topico: | Computational intelligence |
| Artificial intelligence | |
| Signal processing | |
| Medical informatics | |
| Computational Intelligence | |
| Artificial Intelligence | |
| Signal, Speech and Image Processing | |
| Health Informatics | |
| Persona (resp. second.): | SaraswatMukesh |
| SharmaHarish | |
| AryaKarm Veer | |
| Nota di bibliografia: | Includes bibliographical references. |
| Nota di contenuto: | 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. |
| 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 life. It also highlights many challenges faced by research community, like view point variations, scale variations, illumination variations, multi-modalities, and noise. |
| Titolo autorizzato: | Intelligent vision in healthcare |
| ISBN: | 981-16-7770-0 |
| 981-16-7771-9 | |
| Formato: | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione: | Inglese |
| Record Nr.: | 9910743357903321 |
| Lo trovi qui: | Univ. Federico II |
| Opac: | Controlla la disponibilità qui |
Serie:
Studies in Autonomic, Data-driven and Industrial Computing, . 2730-6445