Publications by authors named "Ayush Roy"
Article Synopsis
- Breast cancer requires urgent early detection and diagnosis to improve survival rates among women, with deep learning offering promising solutions through computer-aided detection (CAD) systems.
- A novel segmentation method using deep learning, integrating Positional Convolutional Block Attention Module (PCBAM) and Shifted Window Attention (SWA) into a Residual U-Net model, effectively detects tumors in breast ultrasound images.
- Experimental results on two datasets show our method's state-of-the-art performance in tumor segmentation with dice scores of 74.23% and 78.58%, highlighting its potential impact on improving breast cancer detection.
In microbial electrochemical systems, microorganisms catalyze chemical reactions converting chemical energy present in organic and inorganic molecules into electrical energy. The concept of microbial electrochemistry has been gaining tremendous attention for the past two decades, mainly due to its numerous applications. This technology offers a wide range of applications in areas such as the environment, industries, and sensors.
View Article and Find Full Text PDFOutbreak of infectious diseases imposes a serious threat to human population and also causes a catastrophic impact on global economy. Animal coronaviruses remain as one of the intriguing problems, known to cause deadly viral diseases on economically important animal population, and also these infections may spread to other animals and humans. Through isolation of the infected animals from others and providing appropriate treatment using antiviral drugs, it is possible to prevent the virus transmission from animals to other species.
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