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 …
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
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 …
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
Obstetric ultrasound (US) training teaches the relationship between foetal anatomy and the
viewed US slice to enable navigation to standardised anatomical planes (head, abdomen …
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 …
reducing the need for large annotated ultrasound (US) image datasets for fetal standard …
Sonographer interaction with artificial intelligence: collaboration or conflict?
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 …
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 …
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 …
diagnosis, staging, and management, as well as for choosing the most appropriate treatment …