Towards clinical application of artificial intelligence in ultrasound imaging

M Komatsu, A Sakai, A Dozen, K Shozu, S Yasutomi… - Biomedicines, 2021 - mdpi.com
Artificial intelligence (AI) is being increasingly adopted in medical research and applications.
Medical AI devices have continuously been approved by the Food and Drug Administration …

Deep endpoints focusing network under geometric constraints for end-to-end biometric measurement in fetal ultrasound images

Z Gao, Z Tian, B Pu, S Li, K Li - Computers in Biology and Medicine, 2023 - Elsevier
Biometric measurements in fetal ultrasound images are one of the most highly demanding
medical image analysis tasks that can directly contribute to diagnosing fetal diseases …

AutoFB: automating fetal biometry estimation from standard ultrasound planes

S Bano, B Dromey, F Vasconcelos… - … Image Computing and …, 2021 - Springer
During pregnancy, ultrasound examination in the second trimester can assess fetal size
according to standardized charts. To achieve a reproducible and accurate measurement, a …

ISSMF: Integrated semantic and spatial information of multi-level features for automatic segmentation in prenatal ultrasound images

Y Sun, H Yang, J Zhou, Y Wang - Artificial Intelligence in Medicine, 2022 - Elsevier
As an effective way of routine prenatal diagnosis, ultrasound (US) imaging has been widely
used recently. Biometrics obtained from the fetal segmentation shed light on fetal health …

[HTML][HTML] Phase-based thresholding schemes for segmentation of fetal thigh cross-sectional region in ultrasound images

FA Hermawati, H Tjandrasa, N Suciati - Journal of King Saud University …, 2022 - Elsevier
Measurement of thigh circumference has been used as an indication of nutritional adequacy
and fetal growth in the womb. Fractional thigh volume is one of the variables for estimating …

Automated segmentation of standard scanning planes to measure biometric parameters in foetal ultrasound images–a survey

UB Balagalla, JVD Jayasooriya, C de Alwis… - Computer Methods in …, 2023 - Taylor & Francis
Accurate foetal ultrasound (US) image segmentation facilitates advanced obstetric health
care by enabling remote monitoring of expectant mothers. However, foetal US image …

Automated Screening Network for Fetal Closed Spina Bifida With Semantic Enhancement and Projected Attention

Z Gao, Y Ding, N Zhu, H Zhang… - IEEE Journal of …, 2024 - ieeexplore.ieee.org
Closed spina bifida is a high-incidence developmental disorder among rare fetal diseases.
Its signs in ultrasound imaging are subtle, making it prone to misdiagnosis and heavily …

Active contour-based segmentation of normal and fetal spina bifida ultrasound images

R Ajitha, N Punitha - Journal of Physics: Conference Series, 2022 - iopscience.iop.org
Fetal spina bifida is a neurological disorder which occurs due to improper closure of the
spinal column. Fetus identified with spina bifida suffers from various paralytic disorders …

Computer-aided monitoring of fetus health from ultrasound images: A review

D Atas, YB Yılmaz - Acta Infologica, 2022 - dergipark.org.tr
Computer aided diagnostic methods have been helping medical experts for monitoring fetus
health for many years. The use of new methods has made a positive effect in monitoring the …

Segmentasi Kepala Janin pada Citra Ultrasound Menggunakan Arsitektur Jaringan U-Net

FA Hermawati, VA Jaya - Komputika: Jurnal Sistem Komputer, 2024 - ojs.unikom.ac.id
Pengolahan citra digital telah dimanfaatkan dalam berbagai bidang, termasuk bidang
medis. Salah satu contohnya adalah digunakan untuk mendeteksi letak organ vital pada …