Sales forecasting is a useful tool used for estimating future demand and sales. It provides insightful information for strategic decision-making, resource allocation, and inventory control. This research aims to utili...
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In the healthcare economy, medication satisfaction can be defined as a patient reported upshot. Gaining insights into side effects of medication from individuals who have previously encountered them is crucial. This s...
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Brain tumors pose a significant threat to human lives and have gained increasing attention as the tenth leading cause of global *** study addresses the pressing issue of brain tumor classification using Magnetic reson...
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Brain tumors pose a significant threat to human lives and have gained increasing attention as the tenth leading cause of global *** study addresses the pressing issue of brain tumor classification using Magnetic resonance imaging(MRI).It focuses on distinguishing between Low-Grade Gliomas(LGG)and High-Grade Gliomas(HGG).LGGs are benign and typically manageable with surgical resection,while HGGs are malignant and more *** research introduces an innovative custom convolutional neural network(CNN)model,*** stands out as a lightweight CNN model compared to its *** research utilized the BraTS 2020 dataset for its *** with the gradient-boosting algorithm,GliomaCNN has achieved an impressive accuracy of 99.1569%.The model’s interpretability is ensured through SHapley Additive exPlanations(SHAP)and Gradient-weighted Class Activation Mapping(Grad-CAM++).They provide insights into critical decision-making regions for classification *** challenges in identifying tumors in images without visible signs,the model demonstrates remarkable performance in this critical medical application,offering a promising tool for accurate brain tumor diagnosis which paves the way for enhanced early detection and treatment of brain tumors.
Future military operations will increasingly depend on interconnected technology, using advanced embedded systems and AI to improve defense capabilities and technology. The Internet of Battlefield Things (IoBT) will l...
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Multi-factor authentication has become a widely employed method for verifying users and safeguarding sensitive information. This approach typically combines a password with an additional authentication factor, such as...
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During their growth, tomatoes are impacted by several illnesses and pests. The most crucial step in effectively assisting vegetable farmers in increasing tomato yield is combating diseases by the precise and early ide...
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Glaucoma, a degenerative eye condition causing irreversible vision loss, often goes undiagnosed until it is advanced due to its asymptomatic early stages. Timely intervention and the prevention of visual impairment de...
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Wood carving involves chiselling, which is a process of using a chisel and a mallet to obtain a particular shape profile in a wooden block. A perfect measuring tool decides the perfection of the shape profile in the c...
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Many individuals face challenges in effectively managing their household food storage due to limitations in traditional refrigerator technology. These limitations include challenges in monitoring the weights of food, ...
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The issue of transparency in diagnostic methods has been a crucial challenge in Alzheimer's Disease detection. This paper focuses on analyzing state-of-art deep learning algorithms namely, customized convolutional...
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