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
: 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 "topic 107586" typically refers to specific research
: The model uses a multi-task learning framework that simultaneously performs detection and classification, reducing human error in busy clinical environments. 107586