Develop and evaluate deep learning models for automated MRI placental segmentation and volumetry

Chinese Journal of Academic Radiology · Published 2026-08-04 · DOI 10.1007/s42058-026-00229-z

Authors (13)

Yechao Huang, Joe Sarah Luciny, Yumin Hu, Dengfa Yang, Pengjun Chen, Zhanning Hu, Zeliu Du, Liyan Jiang, Yongjin Zhou, Shuiwei Xia, Zufei Wang, Chenying Lu, Jiansong Ji

Abstract

PubPorta does not have an abstract for this article yet.

Read the article at the publisher →

Publication details

Year

2026

Citation

Huang, Y., Luciny, J., Hu, Y., et al. (2026). Develop and evaluate deep learning models for automated MRI placental segmentation and volumetry. Chinese Journal of Academic Radiology. https://doi.org/10.1007/s42058-026-00229-z

Related articles

• Additional value of 10-min far-delayed phase in extracellular contrast agent-enhanced MRI for diagnostic performance of hepatocellular carcinoma based on LI-RADS v2018 · Chinese Journal of Academic Radiology · 2024 · Same journal
• Neonatal hepatic elastography for assessment of intestinal failure–associated liver disease: a feasibility study and review of literature · Chinese Journal of Academic Radiology · 2024 · Same journal
• The study of altered brain structure in preterm infants with low grade intraventricular hemorrhage utilizing 3D T1WI whole brain MR images · Chinese Journal of Academic Radiology · 2026 · Same journal
• Preoperative prediction of pathologic response to neoadjuvant immunotherapy in resectable locally advanced head and neck squamous cell carcinoma using multiparametric MRI · Chinese Journal of Academic Radiology · 2024 · Same journal
• Ultrasound measurements of renal internal structures in patients with chronic kidney disease · Chinese Journal of Academic Radiology · 2024 · Same journal
• Feasibility of gate myocardial perfusion scintigraphy in patients with multivessel coronary artery disease: clinical case · Chinese Journal of Academic Radiology · 2026 · Same journal
• Ultrasound identification of the semitendinosus raphe: a key landmark to differentiate it from the semimembranosus muscle · Chinese Journal of Academic Radiology · 2025 · Same journal
• Chinese expert consensus on magnetic resonance enterography of the small intestine and standardized reporting guidelines: translation · Chinese Journal of Academic Radiology · 2024 · Same journal
• Recent advances in magnetic resonance imaging using metal-organic frameworks · Chinese Journal of Academic Radiology · 2025 · Same journal
• Evaluation of hippocampal volumes with MRI in Alzheimer’s disease · Chinese Journal of Academic Radiology · 2025 · Same journal