Compensation of brain shift during surgery using non-rigid registration of MR and ultrasound images

Q: How can I download an article?

To download an article from SID, first log in to the site, search for the article title, and click on the 'Download Article' option.

Q: How can I download an ISI article?

To download an ISI article on SID, enter the keyword or article title in the search bar, view the relevant results, click on the desired article, and select the 'Download Article' option.

Q: How can I access the SID database?

To access the SID database, visit SID.ir, create an account, and log in to access scientific resources.

Q: Is downloading articles from SID free?

Some articles on SID are available for free, while others require payment. Details are specified on the article's page.

Jalalzadeh Amir Hossein; Shalbaf Ahmad; Maghsoudi Arash

مرکز اطلاعات علمی Scientific Information Database (SID) - Trusted Source for Research and Academic Resources

Journal Paper

Paper Information

Journal: TEHRAN UNIVERSITY MEDICAL JOURNAL (TUMJ) Year:2021 | Volume:78 | Issue:10 Page(s): 658-667

Download Full-Text

Persian Verion

View:

259

Download:

Cites:

Information Journal Paper

Title

Compensation of brain shift during surgery using non-rigid registration of MR and ultrasound images

Author(s)

Jalalzadeh Amir Hossein | Shalbaf Ahmad | Maghsoudi Arash | Issue Writer Certificate

Keywords

brainQ2

image processingQ1

magnetic resonance imagingQ2

ultrasonographyQ3

Abstract

Background: Surgery and accurate removal of the brain tumor in the operating room and after opening the scalp is one of the major challenges for neurosurgeons due to the removal of skull pressure and displacement and deformation of the brain tissue. This displacement of the brain changes the location of the tumor relative to the MR image taken preoperatively. Methods: This study, which is done from March to December 2019 in Tehran, is evaluated on the available database of RetroSpective Evaluation of Cerebral Tumors (RESECT) including pre-operative MR images, and intra-operative ultrasound from 22 patients with low-grade gliomas who underwent surgeries at St. Olavs University Hospital. This study is used for image registration of preoperative MR imaging and ultrasound imaging after resection of the skull to compensate for brain changes. By this method, we obtained a third image that resembles preoperative MR imaging but has the geometry of the brain shape changes. We used a combination of the two transformations named Affine and non-rigid Free Form Deformation (FFD) for hierarchically moving the pixels to compensate for global variations, and also nonlinear local and small variations. Also, by applying the mutual information function, we consider the entropy value as the criterion of similarity due to the non-similarity of the nature of the images. Also, Limited Broyden-Fletcher-Goldfarb-Shannon method is used for optimization. Results: The results of the proposed method were presented on the available database of RetroSpective Evaluation of Cerebral Tumors (RESECT) including images of 22 patients with glioma type 2 tumors and evaluated based on 15 landmarks per patient and also mutual information criteria. The mean target registration error for affine, FFD and the proposed method are 46. 19, 42. 85 and 38. 01, respectively. It was shown that the proposed method achieved high accuracy by combining the two transformations of affine and FFD compared to the separate use of each of the two models. Conclusion: In image registration of preoperative MR and ultrasound images for compensation of brain shift, the combination of affine and FFD transformations had better results than the individual use of each of the transformations.

Cites

No record.

References

Cite

APA: Copy

Jalalzadeh, Amir Hossein, Shalbaf, Ahmad, & Maghsoudi, Arash. (2021). Compensation of brain shift during surgery using non-rigid registration of MR and ultrasound images. TEHRAN UNIVERSITY MEDICAL JOURNAL (TUMJ), 78(10 ), 658-667. SID. https://sid.ir/paper/391374/en

Vancouver: Copy

Jalalzadeh Amir Hossein, Shalbaf Ahmad, Maghsoudi Arash. Compensation of brain shift during surgery using non-rigid registration of MR and ultrasound images. TEHRAN UNIVERSITY MEDICAL JOURNAL (TUMJ)[Internet]. 2021;78(10 ):658-667. Available from: https://sid.ir/paper/391374/en

IEEE: Copy

Amir Hossein Jalalzadeh, Ahmad Shalbaf, and Arash Maghsoudi, “Compensation of brain shift during surgery using non-rigid registration of MR and ultrasound images,” TEHRAN UNIVERSITY MEDICAL JOURNAL (TUMJ), vol. 78, no. 10 , pp. 658–667, 2021, [Online]. Available: https://sid.ir/paper/391374/en

Related Journal Papers

No record.

Related Seminar Papers

No record.

Related Plans

No record.

Recommended Workshops