03556nam 22006975 450 991074335790332120251113193725.0981-16-7770-0981-16-7771-9981-16-7771-910.1007/978-981-16-7771-7(MiAaPQ)EBC6876152(Au-PeEL)EBL6876152(CKB)21022428400041(PPN)262175479(OCoLC)1294345281(DE-He213)978-981-16-7771-7(EXLCZ)992102242840004120220129d2022 u| 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierIntelligent Vision in Healthcare /edited by Mukesh Saraswat, Harish Sharma, Karm Veer Arya1st ed. 2022.Singapore :Springer Nature Singapore :Imprint: Springer,2022.1 online resource (161 pages)Studies in Autonomic, Data-driven and Industrial Computing,2730-6445Print version: Saraswat, Mukesh Intelligent Vision in Healthcare Singapore : Springer Singapore Pte. Limited,c2022 9789811677700 Includes bibliographical references.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.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.Studies in Autonomic, Data-driven and Industrial Computing,2730-6445Computational intelligenceArtificial intelligenceSignal processingMedical informaticsComputational IntelligenceArtificial IntelligenceSignal, Speech and Image ProcessingHealth InformaticsComputational intelligence.Artificial intelligence.Signal processing.Medical informatics.Computational Intelligence.Artificial Intelligence.Signal, Speech and Image Processing.Health Informatics.610.285Saraswat MukeshSharma HarishArya Karm VeerMiAaPQMiAaPQMiAaPQBOOK9910743357903321Intelligent vision in healthcare3560428UNINA