India’s startup ecosystem is expanding at a rapid pace. It needs to be accelerated further to rank well in the global landscape. This is the reason the government announced abolition of the angel tax in its Union Budget 2024-25. Union Finance Minister Nirmala Sitharaman placed the budget on Tuesday in the Lok Sabha. Angel tax […]
As industries adopt artificial intelligence (AI) across their operational strategies, inventory control and order fulfillment are undergoing substantial changes. A survey reveals that more than 75% of industry professionals expect AI to significantly alter the competitive dynamics of their fields within three years. Given AI’s capability to simplify complex operations and enhance decision-making, we will […]
Digital transformation has become a priority across many sectors and industries, including healthcare. As such, a previous post highlighted how artificial intelligence is redefining health service delivery and patient outcomes. Notable examples of AI in healthcare include the use of AI algorithms and machine learning techniques for real-time monitoring and clinical decision support. In the […]
Procedural generation for constructing open-ended and dynamic 3D worlds is an exciting task that puts a lot of power into the hands of content creators and allows them to generate very realistic environments and terrains with little effort. Procedural generation entails using algorithms to create content algorithmically, providing a unique experience every time, unlike other […]
Blockchain security has always been a focus for developers. Blockchain security firm Veridise lately revealed that audits of zero-knowledge (ZK) projects may uncover critical issues. It highlights a crucial aspect of the evolving landscape of the technology and its associated risks. Veridise analysed 1,605 vulnerability findings from its last 100 audits. It found that the […]
Denoising CT images with Convolutional Neural Networks (CNNs) represents a significant advancement in medical imaging technology. CT (Computed Tomography) scans are invaluable for diagnosing and monitoring various medical conditions, but they often suffer from noise due to low-dose radiation used to minimize patient exposure. This noise can obscure important details and affect diagnostic accuracy. CNNs, a class of deep-learning neural networks, have proven exceptionally effective in addressing this issue. These networks are trained on large datasets of noisy and clean images, learning to identify and eliminate noise while preserving critical anatomical details. To get more ideas on how to do the denoising in CT images for image quality improvement you can read this paper, which contains lots of information and hands-on example implementation with dataset.
The process involves passing the noisy CT images through multiple layers of the CNN, each designed to extract features and reduce noise incrementally. As a result, the output images are clearer, allowing for more precise diagnoses. Moreover, CNN-based denoising operates faster than traditional methods, enabling real-time processing in clinical settings. This technology not only enhances the quality of medical imaging but also has the potential to significantly improve patient outcomes by aiding in early and accurate disease detection.
In the suggested paper you can find all types of necessary datasets and lots of reference works for medical image denoising tasks.
The co-working industry is getting a boost gradually. One notable one is Incuspaze. It has lately successfully raised $8 million in its maiden funding round led by the India Inflection Opportunity Fund (IIOF) and a couple of more financial institutions. It is an important moment for the workspace solution provider. It has set the stage […]
Today’s businesses must find effective ways to manage and use information. Data fabric architecture has emerged as an innovative solution that addresses the complexity of modern data management. This post will take an in-depth look at its components, providing data architects and IT leaders with invaluable insight. What is Data Fabric Architecture? Data fabric architecture […]
In today’s digital age, many people unwind before bed using their smartphones or laptops. This seemingly harmless habit can significantly disrupt sleep. Screens generate blue light, which interferes with the generation of melatonin, the sleep hormone. Melatonin deficiency makes it difficult to fall and remain asleep. Poor quality sleep has a detrimental influence on work […]
