Detection and grading of prostate cancer using temporal enhanced ultrasound: combining deep neural networks and tissue mimicking simulations

Detection and grading of prostate cancer using temporal enhanced ultrasound: combining deep... Int J CARS (2017) 12:1293–1305 DOI 10.1007/s11548-017-1627-0 ORIGINAL ARTICLE Detection and grading of prostate cancer using temporal enhanced ultrasound: combining deep neural networks and tissue mimicking simulations 1 1 2 2 Shekoofeh Azizi · Sharareh Bayat · Pingkun Yan · Amir Tahmasebi · 1 3 6 4 4 Guy Nir · Jin Tae Kwak · Sheng Xu · Storey Wilson · Kenneth A. Iczkowski · 4 5 1 6 M. Scott Lucia · Larry Goldenberg · Septimiu E. Salcudean · Peter A. Pinto · 6 1 7 Bradford Wood · Purang Abolmaesumi · Parvin Mousavi Received: 10 February 2017 / Accepted: 1 May 2017 / Published online: 20 June 2017 © CARS 2017 Abstract Conclusion Results from simulation and feature visualiza- Purpose Temporal Enhanced Ultrasound (TeUS) has been tion corroborated with the hypothesis that micro-vibrations proposed as a new paradigm for tissue characterization based of tissue microstructure, captured by low-frequency spectral on a sequence of ultrasound radio frequency (RF) data. We features of TeUS, can be used for detection of prostate cancer. previously used TeUS to successfully address the problem of prostate cancer detection in the fusion biopsies. Keywords Temporal enhanced ultrasound · Deep learning · Methods In this http://www.deepdyve.com/assets/images/DeepDyve-Logo-lg.png International Journal of Computer Assisted Radiology and Surgery Springer Journals

Loading next page...
 
/lp/springer_journal/detection-and-grading-of-prostate-cancer-using-temporal-enhanced-E5xaFILO0R
Publisher
Springer International Publishing
Copyright
Copyright © 2017 by CARS
Subject
Medicine & Public Health; Imaging / Radiology; Surgery; Health Informatics; Computer Imaging, Vision, Pattern Recognition and Graphics; Computer Science, general
ISSN
1861-6410
eISSN
1861-6429
D.O.I.
10.1007/s11548-017-1627-0
Publisher site
See Article on Publisher Site

References

You’re reading a free preview. Subscribe to read the entire article.


DeepDyve is your
personal research library

It’s your single place to instantly
discover and read the research
that matters to you.

Enjoy affordable access to
over 12 million articles from more than
10,000 peer-reviewed journals.

All for just $49/month

Explore the DeepDyve Library

Unlimited reading

Read as many articles as you need. Full articles with original layout, charts and figures. Read online, from anywhere.

Stay up to date

Keep up with your field with Personalized Recommendations and Follow Journals to get automatic updates.

Organize your research

It’s easy to organize your research with our built-in tools.

Your journals are on DeepDyve

Read from thousands of the leading scholarly journals from SpringerNature, Elsevier, Wiley-Blackwell, Oxford University Press and more.

All the latest content is available, no embargo periods.

See the journals in your area

Monthly Plan

  • Read unlimited articles
  • Personalized recommendations
  • No expiration
  • Print 20 pages per month
  • 20% off on PDF purchases
  • Organize your research
  • Get updates on your journals and topic searches

$49/month

Start Free Trial

14-day Free Trial

Best Deal — 39% off

Annual Plan

  • All the features of the Professional Plan, but for 39% off!
  • Billed annually
  • No expiration
  • For the normal price of 10 articles elsewhere, you get one full year of unlimited access to articles.

$588

$360/year

billed annually
Start Free Trial

14-day Free Trial