Skip to main content

Imaging in Acute Ischemic Stroke and Stroke Outcome Prediction

  • Chapter
  • First Online:
Industrial Mathematics and Complex Systems

Part of the book series: Industrial and Applied Mathematics ((INAMA))

  • 1119 Accesses

Abstract

This invited talk is mainly based on joint work of Ahmedul Kabir, Carolina Ruiz, Sergio A. Alvarez, and Majaz Moonis. There are two parts of this talk. The first part deals with imaging in acute ischemic and second is devoted to a comparison of conventional Regression with Machine Learning Methods for Stroke Outcome Prediction. The second part is based on Kabir et al., Indian J. Indust. Appl. Math. 7(2), 12, 2016 [4].

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 84.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 109.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 109.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  1. Dougherty, G.: Digital Image Processing for Medical Applications. Cambridge University Press, Cambridge (2009)

    Google Scholar 

  2. Epstein, C.L.: Introduction to the Mathematics of Medical Imaging, 2nd ed. SIAM, Philadelphia (2008)

    Google Scholar 

  3. Feernan, T.G.: The Mathematics of Medical Imaging. Springer, Berlin (2010)

    Google Scholar 

  4. Kabir, A., Ruiz, C., Alvarez, S.A., Moonis M.: Comparison of conventional regression with machine learning methods for stroke outcome prediction. Indian J. Indust. Appl. Math. 7(2), 12 (2016)

    Google Scholar 

  5. Moonis, M., Kane, K., Schwiderski, U., Sandage, B.W., Fisher, M.: HMG-CoA reductase inhibitors improve acute ischemic stroke out come. Stroke 36, 1298–1300 (2005)

    Google Scholar 

  6. Drazin, S., Montag, M.: Decision tree analysis using weka. Machine Learning-Project II, University of Miami (2012)

    Google Scholar 

  7. Bouckaert, R.R.: Bayesian network classifiers in weka (2004)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Majaz Moonis .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2017 Springer Nature Singapore Pte Ltd.

About this chapter

Cite this chapter

Moonis, M. (2017). Imaging in Acute Ischemic Stroke and Stroke Outcome Prediction. In: Manchanda, P., Lozi, R., Siddiqi, A. (eds) Industrial Mathematics and Complex Systems. Industrial and Applied Mathematics. Springer, Singapore. https://doi.org/10.1007/978-981-10-3758-0_6

Download citation

Publish with us

Policies and ethics