Fully automated delineation of the optic radiation for surgical planning using clinically feasible sequences.


Journal

Human brain mapping
ISSN: 1097-0193
Titre abrégé: Hum Brain Mapp
Pays: United States
ID NLM: 9419065

Informations de publication

Date de publication:
15 12 2021
Historique:
revised: 21 07 2021
received: 31 03 2021
accepted: 23 08 2021
pubmed: 22 9 2021
medline: 29 3 2022
entrez: 21 9 2021
Statut: ppublish

Résumé

Quadrantanopia caused by inadvertent severing of Meyer's Loop of the optic radiation is a well-recognised complication of temporal lobectomy for conditions such as epilepsy. Dissection studies indicate that the anterior extent of Meyer's Loop varies considerably between individuals. Quantifying this for individual patients is thus an important step to improve the safety profile of temporal lobectomies. Previous attempts to delineate Meyer's Loop using diffusion MRI tractography have had difficulty estimating its full anterior extent, required manual ROI placement, and/or relied on advanced diffusion sequences that cannot be acquired routinely in most clinics. Here we present CONSULT: a pipeline that can delineate the optic radiation from raw DICOM data in a completely automated way via a combination of robust pre-processing, segmentation, and alignment stages, plus simple improvements that bolster the efficiency and reliability of standard tractography. We tested CONSULT on 696 scans of predominantly healthy participants (539 unique brains), including both advanced acquisitions and simpler acquisitions that could be acquired in clinically acceptable timeframes. Delineations completed without error in 99.4% of the scans. The distance between Meyer's Loop and the temporal pole closely matched both averages and ranges reported in dissection studies for all tested sequences. Median scan-rescan error of this distance was 1 mm. When tested on two participants with considerable pathology, delineations were successful and realistic. Through this, we demonstrate not only how to identify Meyer's Loop with clinically feasible sequences, but also that this can be achieved without fundamental changes to tractography algorithms or complex post-processing methods.

Identifiants

pubmed: 34547147
doi: 10.1002/hbm.25658
pmc: PMC8596983
doi:

Types de publication

Journal Article Research Support, N.I.H., Extramural Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

5911-5926

Subventions

Organisme : NIMH NIH HHS
ID : U54 MH091657
Pays : United States

Informations de copyright

© 2021 Commonwealth of Australia. Human Brain Mapping published by Wiley Periodicals LLC.

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Auteurs

Lee B Reid (LB)

The Australian e-Health Research Centre, CSIRO, Brisbane, Queensland, Australia.

Eloy Martínez-Heras (E)

Center of Neuroimmunology, Laboratory of Advanced Imaging in Neuroimmunological Diseases (ImaginEM), Hospital Clinic Barcelona, Institut d'Investigacions Biomediques August Pi i Sunyer (IDIBAPS) and Universitat de Barcelona, Barcelona, Spain.

Jose V Manjón (JV)

Instituto de Aplicaciones de las Tecnologías de la Información y de las Comunicaciones Avanzadas (ITACA), Universitat Politècnica de València, Valencia, Spain.

Rosalind L Jeffree (RL)

Royal Brisbane and Women's Hospital, Metro North, Queensland, Australia.
School of Clinical Medicine, University of Queensland, Herston, Queensland, Australia.

Hamish Alexander (H)

Royal Brisbane and Women's Hospital, Metro North, Queensland, Australia.

Julie Trinder (J)

The Australian e-Health Research Centre, CSIRO, Brisbane, Queensland, Australia.

Elisabeth Solana (E)

Center of Neuroimmunology, Laboratory of Advanced Imaging in Neuroimmunological Diseases (ImaginEM), Hospital Clinic Barcelona, Institut d'Investigacions Biomediques August Pi i Sunyer (IDIBAPS) and Universitat de Barcelona, Barcelona, Spain.

Sara Llufriu (S)

Center of Neuroimmunology, Laboratory of Advanced Imaging in Neuroimmunological Diseases (ImaginEM), Hospital Clinic Barcelona, Institut d'Investigacions Biomediques August Pi i Sunyer (IDIBAPS) and Universitat de Barcelona, Barcelona, Spain.

Stephen Rose (S)

The Australian e-Health Research Centre, CSIRO, Brisbane, Queensland, Australia.

Marita Prior (M)

Royal Brisbane and Women's Hospital, Metro North, Queensland, Australia.

Jurgen Fripp (J)

The Australian e-Health Research Centre, CSIRO, Brisbane, Queensland, Australia.

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