Untrainable Data Cleansing News Today : Breaking News, Live Updates & Top Stories | Vimarsana

Stay updated with breaking news from Untrainable data cleansing. Get real-time updates on events, politics, business, and more. Visit us for reliable news and exclusive interviews.

Top News In Untrainable Data Cleansing Today - Breaking & Trending Today

"Automated detection of poor-quality data: case studies in healthcare" by M. A. Dakka, T. V. Nguyen et al.

The detection and removal of poor-quality data in a training set is crucial to achieve high-performing AI models. In healthcare, data can be inherently poor-quality due to uncertainty or subjectivity, but as is often the case, the requirement for data privacy restricts AI practitioners from accessing raw training data, meaning manual visual verification of private patient data is not possible. Here we describe a novel method for automated identification of poor-quality data, called Untrainable Data Cleansing. This method is shown to have numerous benefits including protection of private patient data; improvement in AI generalizability; reduction in time, cost, and data needed for training; all while offering a truer reporting of AI performance itself. Additionally, results show that Untrainable Data Cleansing could be useful as a triage tool to identify difficult clinical cases that may warrant in-depth evaluation or additional testing to support a diagnosis. ....

Untrainable Data , Untrainable Data Cleansing ,

Presagen: Nature Scientific Reports publishes novel AI technique that can automatically detect poor-quality medical data and improve healthcare AI and data privacy

Presagen: Nature Scientific Reports publishes novel AI technique that can automatically detect poor-quality medical data and improve healthcare AI and data privacy
finanznachrichten.de - get the latest breaking news, showbiz & celebrity photos, sport news & rumours, viral videos and top stories from finanznachrichten.de Daily Mail and Mail on Sunday newspapers.

Jonathan Hall , Michelle Perugini , Presagen Co , Nature Scientific Reports , Artificial Intelligence , Life Whisperer , Presagen Co Founder , Chief Scientist , Poor Quality Data , Case Studies , Untrainable Data , Untrainable Data Cleansing ,

Nature Scientific Reports publishes novel AI technique that can automatically detect poor-quality medical data and improve healthcare AI and data privacy

Nature Scientific Reports publishes novel AI technique that can automatically detect poor-quality medical data and improve healthcare AI and data privacy
prnewswire.com - get the latest breaking news, showbiz & celebrity photos, sport news & rumours, viral videos and top stories from prnewswire.com Daily Mail and Mail on Sunday newspapers.

City Of , United Kingdom , San Francisco , United States , Jonathan Hall , Michelle Perugini , Network For Healthcare , Presagen Co , Nature Scientific Reports , Artificial Intelligence , Life Whisperer , Presagen Co Founder , Chief Scientist , Poor Quality Data , Case Studies , Untrainable Data , Untrainable Data Cleansing , Social Network ,

Nature Scientific Reports publishes novel AI technique that can automatically detect poor-quality medical data and improve healthcare AI and data privacy

Nature Scientific Reports publishes novel AI technique that can automatically detect poor-quality medical data and improve healthcare AI and data privacy
prnewswire.com - get the latest breaking news, showbiz & celebrity photos, sport news & rumours, viral videos and top stories from prnewswire.com Daily Mail and Mail on Sunday newspapers.

City Of , United Kingdom , San Francisco , United States , Jonathan Hall , Michelle Perugini , Network For Healthcare , Presagen Co , Nature Scientific Reports , Artificial Intelligence , Life Whisperer , Presagen Co Founder , Chief Scientist , Poor Quality Data , Case Studies , Untrainable Data , Untrainable Data Cleansing , Social Network ,