Prediction of Fetal Growth Restriction Using Placental Image Features in BOLD MRI

• Published in: Journal of advanced computational intelligence and intelligent informatics Vol. 29; no. 3; pp. 508 - 518
• Main Authors: Nishida, Kentaro, Morita, Kento, Enomoto, Naosuke, Magawa, Shoichi, Nii, Masafumi, Wakabayashi, Tetsushi
• Format: Journal Article
• Language: English
• Published: Tokyo Fuji Technology Press Co. Ltd 20.05.2025
• Subjects: Annotations; Automation; Body weight; Classification; Deep learning; Feature extraction; Magnetic resonance imaging; Medical imaging; Oxygen; Oxygenation; Ultrasonic imaging

Fetal growth restriction (FGR) is a disease during pregnancy that increases the risk of preterm birth and perinatal death. Currently, the diagnosis of FGR relies on ultrasonography-based estimated fetal body weight (EFBW). However, EFBW can only provide an indirect assessment of FGR because a low EF...