- Abstract:
-
We present an automatic method to describe clinically useful information about scanning, and to guide image interpretation in ultrasound (US) videos of the fetal heart. Our method is able to jointly predict the visibility, viewing plane, location and orientation of the fetal heart at the frame level. The contributions of the paper are three-fold: (i) a convolutional neural network architecture is developed for a multitask prediction, which is computed by sliding a 3 × 3 window spatially throu...
Expand abstract - Publication status:
- Published
- Peer review status:
- Peer reviewed
- Version:
- Accepted manuscript
- Files:
-
-
(pdf, 1.9MB)
-
- Publisher copy:
- 10.1007/978-3-319-66185-8_39
-
Version unsuitable
-
We have not obtained a suitable full-text for a given research output. See this page for more information.
-
Recently completed
-
Sometimes content is held in ORA but is unavailable for a fixed period of time to comply with the policies and wishes of rights holders.
-
Permissions
-
All content made available in ORA should comply with relevant rights, such as copyright. See this page for more information.
-
Clearance
-
Some thesis volumes scanned as part of the digitisation scheme funded by Dr Leonard Polonsky are currently unavailable due to sensitive material or uncleared third-party copyright content. We are attempting to contact authors whose theses are affected.
- Publisher:
- Springer Verlag Publisher's website
- Volume:
- 10434
- Pages:
- 341-349
- Series:
- Lecture Notes in Computer Science
- Publication date:
- 2017-09-04
- Acceptance date:
- 2017-05-16
- DOI:
- Pubs id:
-
pubs:701851
- URN:
-
uri:ad255aa9-688d-416a-bad3-b28516e342a0
- UUID:
-
uuid:ad255aa9-688d-416a-bad3-b28516e342a0
- Local pid:
- pubs:701851
- ISBN:
- 978-3-319-66184-1
- Copyright holder:
- Springer International Publishing
- Copyright date:
- 2017
- Notes:
- © Springer International Publishing AG 2017. This article was presented at MICCAI'17: 20th International Conference on Medical Image Computing and Computer Assisted Intervention 2017 (10-14th September 2017: Quebec, Canada). This is the accepted manuscript version of the article. The final version is available online from Springer at: [10.1007/978-3-319-66185-8_39]
Conference item
Temporal HeartNet: Towards Human-Level Automatic Analysis of Fetal Cardiac Screening Video
Actions
Access Document
Why is the content I wish to access not available via ORA?
Bibliographic data (the information relating to research outputs) and full-text items (e.g. articles, theses, reports, etc.) arrive in ORA from several different sources. Unfortunately we are not able to make available the full-text for every research output.
Please contact the ORA team (
) if you have queries regarding unavailable content OR if you are aware of a full-text copy we can make available.
) if you have queries regarding unavailable content OR if you are aware of a full-text copy we can make available.
Content may be unavailable for the following four reasons
Alternative access to the full-text
You may be able to access the full-text directly from the publisher's website using the 'Publisher Copy' link in the 'Links & Downloads' box from a research output's ORA record page. This method may require an institutional or individual subscription to the journal/resource.
Authors
Funding
Bibliographic Details
Terms of use
If you are the owner of this record, you can report an update to it here: Report update to this record