Conference item icon

Conference item

Segmentation of fetal adipose tissue using efficient CNNs for portable ultrasound

Abstract:

Adipose tissue mass has been shown to have a strong correlation with fetal nourishment, which has consequences on health in infancy and later life. In rural areas of developing nations, ultrasound has the potential to be the key imaging modality due to its portability and cost. However, many ultrasound image analysis algorithms are not compatibly portable, with many taking several minutes to compute on modern CPUs. The contributions of this work are threefold. Firstly, by adapting the popula...

Expand abstract
Publication status:
Published
Peer review status:
Peer reviewed

Actions


Access Document


Publisher copy:
10.1007/978-3-030-00807-9_6

Authors


More by this author
Institution:
University of Oxford
Division:
MPLS Division
Department:
Engineering Science
More from this funder
Grant:
Engineering for Development Research Fellowship scheme
Publisher:
Springer, Cham Publisher's website
Volume:
11076
Pages:
55-65
Series:
Lecture Notes in Computer Science
Publication date:
2018-09-15
Acceptance date:
2018-07-12
DOI:
ISSN:
0302-9743 and 1611-3349
Pubs id:
pubs:935145
URN:
uri:d2301293-f6fd-4cda-ba77-661ae732cd7e
UUID:
uuid:d2301293-f6fd-4cda-ba77-661ae732cd7e
Local pid:
pubs:935145
ISBN:
9783030008062

Terms of use


Metrics



If you are the owner of this record, you can report an update to it here: Report update to this record

TO TOP