AIMC Topic: Ultrasonography, Prenatal
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Simulator, machine learning, and artificial intelligence: Time has come to assist prenatal ultrasound diagnosis.
Journal of clinical ultrasound : JCU
Jun 24, 2023
In this Commentary authors investigated and extended the role of simulator in assisting obstetric sonographers in training program. The interconnection of different digitalized technologies such as digital data, artificial neuronal and convolutional ...
Classification of normal and abnormal fetal heart ultrasound images and identification of ventricular septal defects based on deep learning.
Journal of perinatal medicine
May 11, 2023
OBJECTIVES: Congenital heart defects (CHDs) are the most common birth defects. Recently, artificial intelligence (AI) was used to assist in CHD diagnosis. No comparison has been made among the various types of algorithms that can assist in the prenat...
Fetal brain activity and the free energy principle.
Journal of perinatal medicine
Apr 26, 2023
OBJECTIVES: To study whether the free energy principle can explain fetal brain activity and the existence of fetal consciousness via a chaotic dimension derived using artificial intelligence.
Domain-guided data augmentation for deep learning on medical imaging.
PloS one
Mar 23, 2023
While domain-specific data augmentation can be useful in training neural networks for medical imaging tasks, such techniques have not been widely used to date. Our objective was to test whether domain-specific data augmentation is useful for medical ...
Artificial intelligence and fetal ultrasound biometry: Challenges and perspectives.
Diagnostic and interventional imaging
Feb 15, 2023
Multi-centre deep learning for placenta segmentation in obstetric ultrasound with multi-observer and cross-country generalization.
Scientific reports
Feb 8, 2023
The placenta is crucial to fetal well-being and it plays a significant role in the pathogenesis of hypertensive pregnancy disorders. Moreover, a timely diagnosis of placenta previa may save lives. Ultrasound is the primary imaging modality in pregnan...
Application of Artificial Intelligence in Anatomical Structure Recognition of Standard Section of Fetal Heart.
Computational and mathematical methods in medicine
Jan 24, 2023
Congenital heart defect (CHD) refers to the overall structural abnormality of the heart or large blood vessels in the chest cavity. It is the most common type of fetal congenital defects. Prenatal diagnosis of congenital heart disease can improve the...
Artificial intelligence to understand fluctuation of fetal brain activity by recognizing facial expressions.
International journal of gynaecology and obstetrics: the official organ of the International Federation of Gynaecology and Obstetrics
Nov 26, 2022
OBJECTIVE: To examine whether artificial intelligence can achieve discoveries regarding fetal brain activity.
DeepGA for automatically estimating fetal gestational age through ultrasound imaging.
Artificial intelligence in medicine
Nov 17, 2022
Accurate estimation of gestational age (GA) is vital for identifying fetal abnormalities. Conventionally, GA is estimated by measuring the morphology of the cranium, abdomen, and femur manually and inputting them into the classic Hadlock formula to a...
Gaze-assisted automatic captioning of fetal ultrasound videos using three-way multi-modal deep neural networks.
Medical image analysis
Sep 17, 2022
In this work, we present a novel gaze-assisted natural language processing (NLP)-based video captioning model to describe routine second-trimester fetal ultrasound scan videos in a vocabulary of spoken sonography. The primary novelty of our multi-mod...
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