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Potato Leaf Disease Classification Using Federated Learning
Accurate classification of diseases in potato crops is vital for optimizing yield and ensuring crop health. We propose a generalized framework using...
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Alzheimer’s disease classification: a comprehensive study
Alzheimer’s disease (AD) is a neurodegenerative disease that is well-known for causing continuous loss of memory, cognition, and other higher brain...
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Combining EfficientNet with ML-Decoder classification head for multi-label retinal disease classification
Retinal diseases that are not treated in time can cause irreversible, permanent damage, including blindness. Although a patient may suffer from more...
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Classification of cervical spine disease using convolutional neural network
Cervical spondylosis myelopathy (CSM) is a degenerative disorder of the cervical spine’s disks and joints, leading to neurological disability....
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Transformer based fruits disease classification
As technology progresses, automation is increasingly gaining importance, and one area where it holds significant potential is fruit classification....
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Automated Detection of Melanoma Skin Disease Using Classification Algorithm
The advancement of modern technology has enabled the diagnosis of various skin diseases through image processing. Researchers face significant...
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Artificial Driving based EfficientNet for Automatic Plant Leaf Disease Classification
Plant disease (PD) detection is a substantial problem that needs to be tackled to develop the economy and improve agricultural production. Using...
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Automated classification of Alzheimer's disease based on deep belief neural networks
When it comes to the causes of dementia, Alzheimer's disease is the most mysterious. There is no central genetic component connected to Alzheimer's...
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Machine learning for leaf disease classification: data, techniques and applications
The growing demand for sustainable development brings a series of information technologies to help agriculture production. Especially, the emergence...
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Plant leaf disease classification using Wide Residual Networks
Most plant diseases have clear symptoms that can be recognized and diagnosed with the naked eye by an experienced plant pathologist. The process of...
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Transfer Learning Fusion and Stacked Auto-encoders for Viral Lung Disease Classification
The objective of this research endeavor is to identify an effective model for the classification of multiple viral respiratory diseases, encompassing...
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Wheat leaf disease classification using modified ResNet50 convolutional neural network model
Wheat leaf disease prevention and treatment requires an accurate and rapid classification of wheat leaf diseases and their extent. Using healthy...
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Plant Disease Classification Using Hybrid Features
Deep learning has shown remarkable performances in image classification, including those of plants and leaves. However, high-performing networks in...
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Improving Wheat Leaf Disease Image Classification with Point Rend Segmentation Technique
The biggest contribution to the Indian economy is made through agriculture. It is one of the main sources of income for farmers. The major concern...
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Hybrid optimization enabled deep learning-based ensemble classification for heart disease detection
Heart diseases (HD) in humans are the most common cause of death. In the current global environment, the early detection of HD is a challenging...
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Mouth and oral disease classification using InceptionResNetV2 method
Digital tools have greatly improved the detection and diagnosis of oral and dental disorders like cancer and gum disease. Lip or oral cavity cancer...
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Alz-ConvNets for Classification of Alzheimer Disease Using Transfer Learning Approach
Alzheimer disease (AD) is a progressive brain disorder that gradually deprives patients of their basic abilities. Despite the absence of specific...
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Convolutional neural networks and histogram-oriented gradients: a hybrid approach for automatic mango disease detection and classification
This study suggests a convolutional neural network (CNN) and histogram oriented gradients (HOG)-based automatic detection and classification system...
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Systematic study on deep learning-based plant disease detection or classification
Plant diseases impact extensively on agricultural production growth. It results in a price hike on food grains and vegetables. To reduce economic...
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Retinal multi-disease classification using the varices feature-based dual-channel network
Fundus disease is the main cause of visual defect in the cases of non-congenital visual disability, where diabetic retinopathy, ischemic optic...
