AI Applications in Clinical Imaging: Medical image annotation is crucial for training AI algorithms to analyze medical images accurately. This process involves labeling various structures and abnormalities within the images, providing the algorithms with the necessary data to learn and make informed decisions. This is particularly valuable in medical imaging use cases such as detecting …
Accurate Identification of Abnormalities: Medical imaging data annotation plays a crucial role in training AI algorithms to accurately identify abnormalities in medical images. By annotating images with precise labels and boundaries, experts provide the necessary training data for AI models to recognize patterns and deviations indicative of diseases. This process significantly enhances the accuracy and …
Artificial intelligence has a great impact on the entire human resource industry. One special area where it is impacting is the recruitment side. It benefits both the employers and the candidates. Some of these areas are Artificial intelligence will improve the way recruitment is done in the present. With its ever-evolving tech and use of …
Impact of Artificial Intelligence on Recruitment Read More »
Multiple companies are using artificial intelligence to transform the human resource industry. Three of these are This company has created an artificial intelligence-powered assistant, Olivia which can be used by recruiters and job seekers. This assistant interacts with candidates on various platforms like web apps and social media to learn about them. It then presents …
While artificial intelligence comes with its benefits, there are certain risks that one must take care of. Some of these are: Organizations should navigate through these risks carefully while implementing AI solutions in their business.
AI can help the HR industry by revolutionizing the way traditional practices used to take place and improving it through efficiency. Some of the areas of human resources that can benefit from the use of artificial intelligence are: These are just a few areas that will evolve as the tech evolves. But, with AI, the …
Artificial intelligence is used in almost all the domains of running a business. One area that is known to benefit is the human resource. Human beings are the biggest asset of any organization. Imagine combining the power of the human brain with that of tech. With AI the HR departments can enhance the process, streamline …
Artificial Intelligence and its Role in Human Resources Read More »
2D Bounding Boxes: The rectangular boxes are made use of to identify objects, label and to categorize. You need to draw the boxes manually around objects in motion across many frames. The box is placed closer to the edge of the object and labelled correctly for classes and attributes. It helps in the depiction of …
Semantic segmentation image annotation is used to annotate various types of medical images like X-rays, MRI and CT scans of several organs or parts of the human body. It also helps to annotate or highlight the human body organs partially that are injured due to illnesses. The key benefit of semantic segmentation is, it helps …
Uses of Semantic Segmentation Medical Image Annotation Read More »
There are several techniques of image annotation used to establish the AI model through machine learning. Some of them include cuboid annotation, polygon annotation and bounding box. However, semantic segmentation is the best demonstrative technique that provides the detailed findings with illnesses segmented and categorised in an individual class. Medical image segmentation aids to detect …
Semantic Segmentation for Medical Image – Single Class Read More »