Forbes

The Dangers Of Using Synthetic Patient Data To Build Healthcare AI Models

PhD, MBA, CTO at John Snow Labs. Making AI & NLP solve real-world problems in healthcare, life science and related fields. Artificial intelligence (AI) and machine learning applications are widely ...
Forbes

Using Synthetic Data? Consider 19 Pros And Cons From Tech Leaders

Synthetic data is becoming an increasingly attractive tool for companies looking to accelerate their AI development. By simulating realistic scenarios, it can protect privacy, speed up model training ...
ZDNet

Beware of AI 'model collapse': How training on synthetic data pollutes the next generation

To feed the endless appetite of generative artificial intelligence (gen AI) for data, researchers have in recent years increasingly tried to create "synthetic" data, which is similar to the ...
ascopubs.org

Synthetic Data Improve Survival Status Prediction Models in Early-Onset Colorectal Cancer

A data set collected by the Cancer Registry Library Project from the Yonsei Cancer Center (YCC), Severance Hospital, between January 2008 and October 2020 was reviewed. Patients with colorectal cancer ...
The Conversation

Tech companies are turning to ‘synthetic data’ to train AI models – but there’s a hidden cost

James Jin Kang does not work for, consult, own shares in or receive funding from any company or organization that would benefit from this article, and has disclosed no relevant affiliations beyond ...