Publications by authors named "D Anuradha"

Article Synopsis
  • A new deep convolutional neural network (DeepCNN) is developed for classifying Covid-19 by using a unique structure called Pointwise-Temporal-pointwise convolution unit, which utilizes varying kernel sizes.
  • The Slap Swarm algorithm optimizes the model's performance, while datasets such as the SARS-COV-2 Ct-Scan Dataset are preprocessed to enhance feature extraction.
  • Results show that this approach outperforms existing methods in classifying Covid-19, with reduced computational complexity achieved through stride convolutions and improved depth-wise temporal convolutions.
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Underwater wireless sensor networks (UWSNs) have applications in several fields, such as disaster management, underwater navigation, and environment monitoring. Since the nodes in UWSNs are restricted to inbuilt batteries, the effective utilization of available energy becomes essential. Clustering and routing approaches can be employed as energy-efficient solutions for UWSNs.

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Osteosarcoma (OS) is a type of bone tumor conferred with high metastatic potential. Attainable growth of tumors necessitates functional vasculature mediated by sprouting angiogenesis (SA) and intussusceptive angiogenesis (IA). However, the regulation of IA and SA is still unclear in OS.

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Melatonin is recognized as an anti-angiogenic agent, but its function in the tumor microenvironment especially in osteosarcoma remains uncertain. Among the selected miRNAs, miR-205, miR-424, miR-140, miR-106, and miR-519 were upregulated by melatonin in osteosarcoma cells. The functional role of miR-424-5p in osteosarcoma was further analyzed using miR-424-5p mimic/inhibitor.

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Angiogenesis is a distinct process which follows sprouting angiogenesis (SA) and intussusceptive angiogenesis (IA) forming the basis for various physiological and pathological scenarios. Angiogenesis is a double edged sword exerting both desirable and discernible effects owing to the referred microenvironment. Therapeutic interventions to promote angiogenesis in regenerative medicine is essential to achieve functional syncytium of tissue constructs while, angiogenic inhibition is a key therapeutic target to suppress tumor growth.

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