Abstract: We introduce dual attentive U-Net (DAU-Net), a deep learning model for semantic segmentation designed to tackle the challenges of multiclass imbalanced datasets with limited samples. Our ...

Abstract: Existing U-Net-based unsupervised deformable registration methods often fall short in accuracy due to their limited capacity to capture global features, which are essential for precise ...

What does age have to do with net worth? Your age is one of the strongest predictors of your net worth, according to a recent report. A report by financial services company Empower found that the ...

Learn how the Inception Net V1 architecture works and how to implement it from scratch using PyTorch. Perfect for deep learning enthusiasts wanting a hands-on understanding of this classic ...

Brain tumor segmentation is a vital step in diagnosis, treatment planning, and prognosis in neuro-oncology. In recent years, deep learning approaches have revolutionized this field, evolving from the ...

Objective: Eyelid curvature analysis serves as a key morphological indicator in the diagnosis of ophthalmic diseases and postoperative evaluation. This study aims to develop an automated and ...

The Office of Net Assessment opened more than 50 years ago and developed concepts for possible conflict with U.S. adversaries, including China. By Greg Jaffe Reporting from Washington Defense ...