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 …

A machine learning method for automated description and workflow analysis of first trimester ultrasound scans

R Yasrab, Z Fu, H Zhao, LH Lee… - … on Medical Imaging, 2022 - ieeexplore.ieee.org
Obstetric ultrasound assessment of fetal anatomy in the first trimester of pregnancy is one of
the less explored fields in obstetric sonography because of the paucity of guidelines on …

CAL-tutor: A HoloLens 2 application for training in obstetric sonography and user motion data recording

M Birlo, PJE Edwards, S Yoo, B Dromey… - Journal of …, 2022 - mdpi.com
Obstetric ultrasound (US) training teaches the relationship between foetal anatomy and the
viewed US slice to enable navigation to standardised anatomical planes (head, abdomen …

On the use of contrastive learning for standard-plane classification in fetal ultrasound imaging

G Migliorelli, MC Fiorentino, M Di Cosmo… - Computers in Biology …, 2024 - Elsevier
Background: To investigate the effectiveness of contrastive learning, in particular SimClr, in
reducing the need for large annotated ultrasound (US) image datasets for fetal standard …

Sonographer interaction with artificial intelligence: collaboration or conflict?

TG Day, J Matthew, S Budd… - … in Obstetrics and …, 2023 - researchportal.ukhsa.gov.uk
We would like to acknowledge Komrit Noenpoempisut, Allex from Noun Project, iconixar and
flaticon. com for the icons used in Figures 1 and 2. This work was supported by the …

Skill, or style? classification of fetal sonography eye-tracking data

C Teng, L Drukker… - Gaze Meets Machine …, 2023 - proceedings.mlr.press
We present a method for classifying human skill at fetal ultrasound scanning from eye-
tracking and pupillary data of sonographers. Human skill characterization for this clinical …

DL4US: Unlocking the potential of deep learning for ultrasound image analysis in gynecology and rheumatology

MC Fiorentino - 2023 - iris.univpm.it
Medical imaging is important to healthcare because it can be used for early illness
diagnosis, staging, and management, as well as for choosing the most appropriate treatment …