Tech Xplore

New framework pinpoints conditions that make data augmentation improve robustness

Achieving high reliability in AI systems—such as autonomous vehicles that stay on course even in snowstorms or medical AI ...
Frontiers

Leveraging data augmentation for machine learning models in predicting depression and anxiety using the Revised Child Anxiety and Depression Scale clinical reports

Objective: An estimated 15 million people are affected by depression and anxiety in Pakistan. However, there are relatively few government mental health facilities and certified psychiatrists. This ...
Frontiers

Improving remote sensing scene classification with data augmentation techniques to mitigate class imbalance

1 Qingdao Huanghai University, Qingdao, China 2 College of Geodesy and Geomatics, Shandong University of Science and Technology, Qingdao, China High-resolution remote sensing imagery is a powerful ...
IEEE

Data Augmentation for Improving CNNs in Medical Image Classification

Abstract: Medical image is essential for physicians to diagnose diseases. And convolutional neural networks (CNNs) have gained momentum for computer-aided diagnosis (CAD) medical image. However, there ...
inforum

Cass County allows AI data center company to construct intersections for project

Applied Digital said it will cover the costs to build the bypasses and turn lanes needed for trucks to drive into the data center site. A mockup of Applied Digital’s 280-megawatt data center, or AI ...
IEEE

Self-Conditioned Generative Data Augmentation for Image Classification

Abstract: Data augmentation is a widely used technique that not only increases the size of the training dataset but also improves the generalization ability of deep learning models. Traditional image ...
C&EN

Leveraging Deep Learning to Address Diagnostic Challenges with Insufficient Image Data

Creative Commons (CC): This is a Creative Commons license. Attribution (BY): Credit must be given to the creator. In recent AI-driven disease diagnosis, the success of models has depended mainly on ...