107586 Apr 2026

The "topic 107586" typically refers to specific research articles identified by this unique publication number in major scientific databases like ScienceDirect or PubMed . Depending on the field of study, this number corresponds to groundbreaking work in or machine learning optimization . 1. Fetal Ultrasound Diagnostics: FNBUI-NET

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

: Analyzing the link between metabolic health (like blood sugar and cholesterol) and cognitive function. The "topic 107586" typically refers to specific research

: 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. The nasal bone is a critical marker for

Which of these specific fields (Prenatal Imaging, AI Optimization, or Mental Health)

: Real-world data is often imbalanced; a few "head" categories have many samples, while "tail" categories have very few, leading AI models to ignore rare but important data.