Papers by Suganthi Duraiswamy
Review of Computer Engineering Research
Rapid and uncontrolled cellular proliferation is what distinguishes a brain tumor. Unfortunately,... more Rapid and uncontrolled cellular proliferation is what distinguishes a brain tumor. Unfortunately, brain tumors cannot be prevented other than via surgery. As predicted, deep learning may help diagnose and cure brain cancers. The segmentation approach has been widely studied for brain tumor removal. This uses the segmentation approach, one of the most advanced methods for object detection and categorization. To efficiently assess the tumor's size, an accurate and automated brain tumor segmentation approach is needed. We present a fully automated brain tumor separation method for imaging investigations. The approach has been developed with convolutional neural networks. The Multimodal Brain Tumor Image Segmentation (BRATS) datasets tested our strategy. This result suggests that DL should investigate heterogeneous MRI image segmentation to improve brain tumor segmentation accuracy and efficacy. This study may lead to more accurate medical diagnoses and treatments. Researchers in th...
Review of Computer Engineering Research
Rapid and uncontrolled cellular proliferation is what distinguishes a brain tumor. Unfortunately,... more Rapid and uncontrolled cellular proliferation is what distinguishes a brain tumor. Unfortunately, brain tumors cannot be prevented other than via surgery. As predicted, deep learning may help diagnose and cure brain cancers. The segmentation approach has been widely studied for brain tumor removal. This uses the segmentation approach, one of the most advanced methods for object detection and categorization. To efficiently assess the tumor's size, an accurate and automated brain tumor segmentation approach is needed. We present a fully automated brain tumor separation method for imaging investigations. The approach has been developed with convolutional neural networks. The Multimodal Brain Tumor Image Segmentation (BRATS) datasets tested our strategy. This result suggests that DL should investigate heterogeneous MRI image segmentation to improve brain tumor segmentation accuracy and efficacy. This study may lead to more accurate medical diagnoses and treatments. Researchers in th...
International journal of health sciences
Education is the process through which a mature human mind evolves from a child's mind. Educa... more Education is the process through which a mature human mind evolves from a child's mind. Education is a means for disseminating information about both known and unfamiliar topics. It will enable the human brain to comprehend known and unfamiliar concepts in greater depth. As days pass, so do educational methods, which shift according to the needs of the hour. As a result of the COVID-19 crisis, all educational institutions have moved to virtual courses and an online education system that is separate from the actual surroundings. The Indian education system is not new to technological growth, but being exposed to it frequently and adapting to the current condition could make educators vulnerable. Before any changes take place, transition space is required to adapt and become accustomed to the new circumstances. However, the pandemic condition provided enough time for the shift to adapt to the technological civilization. This has a greater effect on online instructors. This study e...
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Papers by Suganthi Duraiswamy