Nature

Explainable artificial intelligence with UNet based segmentation and Bayesian machine learning for classification of brain tumors using MRI images

Detecting brain tumours (BT) early improves treatment possibilities and increases patient survival rates. Magnetic resonance imaging (MRI) scanning offers more comprehensive information, such as ...
Nature

Urban built-up area extraction using triangle threshold algorithm and Naive Bayes classification model with multidata fusion

Accurate identification of urban built-up areas is crucial for monitoring urbanization and promoting sustainable development. To overcome the limitations of single-data-source methods in capturing ...
MedCity News

The FDA’s Bayesian Guidance Could Quietly Reshape Clinical Trial Design

New FDA guidance on the use of Bayesian statistics signals a broader shift in accommodating more flexible clinical trial ...
Medscape

FDA Changes Drug Trial Guidance: Experts Take Sides

The FDA’s new draft guidance on Bayesian methods in clinical trials has been hailed by some as a breakthrough that could speed drug development. But statisticians and researchers are divided on ...
RAPS

Industry asks FDA to affirm Bayesian methods guidance applies broadly to drugs

Industry groups and drugmakers want the US Food and Drug Administration (FDA) to explicitly clarify that Bayesian statistical methods can be used for products beyond those intended for children and ...