107586 May 2026

: Unlike traditional methods that just count the number of samples, this approach adjusts the model's focus based on the "richness" of the data. It has shown significant performance boosts on standard datasets like CIFAR-100 and ImageNet-LT. 3. Psychological Intervention in Schizophrenia

: To automatically detect defects and classify fetal nasal bone ultrasound images. The nasal bone is a critical marker for screening chromosomal abnormalities like Down syndrome. 107586

: By improving the accuracy of nasal bone assessment in the first trimester, it provides a more reliable tool for early fetal health monitoring. 2. Machine Learning: Adaptive Diversity Induced Reweighting : Unlike traditional methods that just count the

Another significant deep article with this ID, found in the journal Neural Networks (Volume 163, 2025), addresses a fundamental problem in Artificial Intelligence: . 107586