Professor Zhou's team believes that synthetic data, as a privacy-protecting solution, ... New research suggests AI image generation using DALL-E 2 has promising future in radiology. Mar 16, 2023.

Researchers have developed a method to use an image generation AI model to create realistic images of single cells, which are then used as 'synthetic data' to train an AI model to better carry out ...

Based on my expertise, I like to classify synthetic data into the following three primary types: fake or rule-based generation, simulations and, last but not least, data-driven generation through ...

Synthetic data also promotes the development of more responsible and ethical AI models by ensuring training data is representative, fair and equitable. Biases inherent in real-world datasets can ...

It can be faster, easier, cheaper, more representative, and more privacy preserving to generate data than to collect it. But done wrong, synthetic data can double down on everything you’re ...

To demonstrate the capability and accuracy of AI-driven generation of SD, they produced images of three histologic subtypes of renal cell carcinoma (chromophobe, ... with each site coordinating with a ...

For instance, groups poorly represented in the base data will be so in the synthetic data. “The problem is, you can only do so much,” Keyes said. “Say you only have 30 Black people in a dataset.

Synthetic data platform Parallel Domain today announced the launch of Reactor, a state-of-the-art synthetic data generation engine that integrates advanced generative AI technologies with ...

Scientists at Insilico Medicine have introduced Precious2GPT, an innovative multimodal architecture that integrates the pretrained transformer and conditional diffusion for generating and ...

Nvidia has acquired synthetic data firm Gretel for nine figures, according to two people with direct knowledge of the deal. The acquisition price exceeds Gretel’s most recent valuation of $320 ...