Titlebook: Medical Informatics and Bioimaging Using Artificial Intelligence; Challenges, Issues, Aboul Ella Hassanien,Roheet Bhatnagar,Mahmoud Yasi B

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Medical Informatics and Bioimaging Using Artificial Intelligence978-3-030-91103-4Series ISSN 1860-949X Series E-ISSN 1860-9503

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Aboul Ella Hassanien,Roheet Bhatnagar,Mahmoud YasiPresents latest developments & achievements in the field of Medical Informatics & Bio imaging.Includes contributions on theory, practical, case studies, and critical surveys.Envelops all the aspects o

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Studies in Computational Intelligencehttp://image.papertrans.cn/m/image/629323.jpg

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Efficient Classification Model for Melanoma Based on Convolutional Neural Networksa classification. ISIC 2020, the most recent well-known public challenge dataset, is utilized to test the suggested model‘s capacity to classify Melanoma. Moreover, with less than 2% malignant samples, the dataset is significantly unbalanced. We utilise random over-sampling and data augmentation for

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Machine Learning-Supported MRI Analysis of Brain Asymmetry for Early Diagnosis of Demential subjects and patients with early mild cognitive impairment and Alzheimer’s Disease, providing evidence that image asymmetry features or MRI images of segmented asymmetry can offer insight on early diagnosis of dementia.

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Feature Selection Based Coral Reefs Optimization for Breast Cancer Classificationssifiers are presented with and without feature selection using the CRO algorithm. The results indicated that using the feature selection based on CRO achieved better results before the feature selection. The most common dataset called Breast Diagnostic Cancer Wisconsin (BDCW) is utilized to select

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Applications of AI and IoT in COVID-19 Vaccine and Its Impact on Social Lifeication regarding COVID-19 reviews. The primary goal of this chapter is to focus on the potential of Artificial Intelligence (AI) and the Internet of Things (IoT). This chapter aims to provide a comprehensive overview of different approaches of AI and IoT related to combating COVID-19. In addition,