2022
DOI: 10.21203/rs.3.rs-754075/v2
|View full text |Cite
Preprint
|
Sign up to set email alerts
|

How much can AI see in early pregnancy: A multi-center study of fetus head characterization in week 10-14 in ultrasound using deep learning

Abstract: PURPOSETo investigate if artificial intelligence can identify fetus intracranial structures in pregnancy week 11-14; to provide an automated method of standard and non-standard sagittal view classification in obstetric ultrasound examination METHOD AND MATERIALSA data set of 1842 2D sagittal-view ultrasound images from 1842 females were collected to train and test a newly design scheme based on deep learning (DL) – Fetus Framework to identify nine fetus intracranial structures: thalami, midbrain, palate, 4th v… Show more

Help me understand this report

Search citation statements

Order By: Relevance

Paper Sections

Select...

Citation Types

0
0
0

Publication Types

Select...

Relationship

0
0

Authors

Journals

citations
Cited by 0 publications
references
References 17 publications
0
0
0
Order By: Relevance

No citations

Set email alert for when this publication receives citations?