A review on deep-learning algorithms for fetal ultrasound-image analysis

MC Fiorentino, FP Villani, M Di Cosmo, E Frontoni… - Medical image …, 2023 - Elsevier
Deep-learning (DL) algorithms are becoming the standard for processing ultrasound (US)
fetal images. A number of survey papers in the field is today available, but most of them are …

[HTML][HTML] Evolving the era of 5D ultrasound? A systematic literature review on the applications for artificial intelligence ultrasound imaging in obstetrics and gynecology

E Jost, P Kosian, J Jimenez Cruz, S Albarqouni… - Journal of Clinical …, 2023 - mdpi.com
Artificial intelligence (AI) has gained prominence in medical imaging, particularly in
obstetrics and gynecology (OB/GYN), where ultrasound (US) is the preferred method. It is …

The human placenta project: Funded studies, imaging technologies, and future directions

CL Herrera, MJ Kim, QN Do, DM Owen, B Fei… - Placenta, 2023 - Elsevier
The placenta plays a critical role in fetal development. It serves as a multi-functional organ
that protects and nurtures the fetus during pregnancy. However, despite its importance, the …

Assessing the benefits and management of urban forest in supporting low carbon city in Jakarta, Indonesia

R AULIA, K KASWANTO, HS ARIFIN… - Biodiversitas Journal of …, 2023 - smujo.id
Aulia R, Kaswanto, Arifin HS, Mosyaftiani A, Syasita N, Wahyu A, Wiyoga H. 2023.
Assessing the benefits and management of urban forest in supporting low carbon city in …

[HTML][HTML] Placenta segmentation in ultrasound imaging: Addressing sources of uncertainty and limited field-of-view

VA Zimmer, A Gomez, E Skelton, R Wright… - Medical image …, 2023 - Elsevier
Automatic segmentation of the placenta in fetal ultrasound (US) is challenging due to the (i)
high diversity of placenta appearance,(ii) the restricted quality in US resulting in highly …

Automatic Quality Assessment of First Trimester Crown-Rump-Length Ultrasound Images

S Cengiz, I Hamdi, M Yaqub - International Workshop on Advances in …, 2022 - Springer
Fetal gestational age (GA) is vital clinical information that is estimated during pregnancy in
order to assess fetal growth. This is usually performed by measuring the crown-rump-length …

[PDF][PDF] Artificial Intelligence in Imaging in the First Trimester of Pregnancy: A Systematic Review

E Umans, K Dewilde, H Williams… - Fetal Diagnosis And …, 2024 - lirias.kuleuven.be
Introduction: Ultrasonography in the first trimester of pregnancy offers an early screening tool
to identify high risk pregnancies. Artificial intelligence (AI) algorithms have the potential to …

FUSQA: Fetal Ultrasound Segmentation Quality Assessment

S Cengiz, I Almakky, M Yaqub - arXiv preprint arXiv:2303.04418, 2023 - arxiv.org
Deep learning models have been effective for various fetal ultrasound segmentation tasks.
However, generalization to new unseen data has raised questions about their effectiveness …

Interactive Segmentation Model for Placenta Segmentation from 3D Ultrasound images

H Li, B Oguz, G Arenas, X Yao, J Wang… - arXiv preprint arXiv …, 2024 - arxiv.org
Placenta volume measurement from 3D ultrasound images is critical for predicting
pregnancy outcomes, and manual annotation is the gold standard. However, such manual …

Artificial Intelligence in Imaging in the First Trimester of Pregnancy: A Systematic Review

EUK Dewildea, HWJ Depresta, T Van den Boscha - 2024 - karger.com
Introduction: Ultrasonography in the first trimester of pregnancy offers an early screening tool
to identify high risk pregnancies. Artificial intelligence (AI) algorithms have the potential to …