Publications by authors named "Vaddadi Vasudha Rani"
A hybrid EfficientNet-DbneAlexnet for brain tumor detection using MRI images.
Comput Biol Chem
November 2024
Article Synopsis
- The paper discusses the development of a new method, EfficientNet-Deep batch normalized eLUAlexnet (EfficientNet-DbneAlexnet), for detecting brain tumors in MRI images, addressing the challenge of varied tumor shapes and sizes.
- The process involves image enhancement using Piecewise Linear Transformation, skull stripping with Fuzzy Local Information C Means, and tumor segmentation via a Projective Adversarial Network.
- The results show that this new approach achieves impressive performance metrics: 90.36% sensitivity, 92.77% accuracy, and 91.82% specificity in detecting brain tumors.
Breast cancer classification plays a crucial role in healthcare, especially in the diagnosis and monitoring of patients. Traditional methods for classifying breast cancer based on histopathological images often suffer from limited accuracy, which can hinder early detection and treatment. Hence, this paper devises a novel Internet of Things (IoT) based healthcare system using SqueezeNet_Fractional Dung Beetle Optimization (Squeeze_FDBO) for breast cancer detection.
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