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

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Efficient Classification Model for Melanoma Based on Convolutional Neural Networkshe level of human experts. On object classification and localization tasks, state-of-the-art classifiers based on convolutional neural networks (CNNs) achieve great accuracy. According to its rapid spread to numerous areas of the body, skin cancer is the most irritating sort of cancer diagnosis. Mel

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Machine Learning-Supported MRI Analysis of Brain Asymmetry for Early Diagnosis of Dementiation techniques. The research is consistent with the hypothesis that there are changes in brain asymmetry across stages of dementia and Alzheimer’s Disease. The proposed approach considers the pattern of changes in the degree of asymmetry between the left and right hemispheres of the brain using str

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Feature Selection Based Coral Reefs Optimization for Breast Cancer Classification. Breast cancer is the most widespread invasive cancer in women, and after lung cancer, it is the second leading cause of cancer death in women. The first symptoms of breast cancer usually appear as an area of thickened tissue in the breast or a lump in the breast or an armpit. Consequently, many fe

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Recognition of Ocular Disease Based Optimized VGG-Net Modelserent types of ocular disease. Artificial Intelligence (AI) based image processing and Machine Learning are currently utilized to classify and detect ocular disease. In this chapter, we present an improved classification model based on an improved VGG-Net to classify the ocular disease of the stored

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Development of Disease Diagnosis Model for CXR Images and Reports—A Deep Learning Approachmaging test in medicine and provides information about chest-related diseases. Globally, CXR images are analyzed visually by clinical doctors or radiologists, which is time-consuming and leads to bias due to the complexity. So, it is challenging to classify and predict the various chest diseases sho

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Intelligent Drug Descriptors Analysis: Toward COVID-19 Drug Repurposingthe COVID-19 different effects and treatment in depth. Finding the most effective medication or vaccination is the only refuge to get back to normal life before reaching an economic crisis that can never be handled. All medicines have impact factors that tell if this medicine is effective in curing