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MRI and cognitive scores complement each other to accurately predict Alzheimer's dementia 2 to 7 years before clinical onset.

Zandifar A, Fonov VS, Ducharme S, Belleville S, Collins DL; Alzheimer’s Disease Neuroimaging Initiative.

Neuroimage Clin. 2019 Dec 16;25:102121. doi: 10.1016/j.nicl.2019.102121. [Epub ahead of print]


Deformation based morphometry study of longitudinal MRI changes in behavioral variant frontotemporal dementia.

Manera AL, Dadar M, Collins DL, Ducharme S; Frontotemporal Lobar Degeneration Neuroimaging Initiative.

Neuroimage Clin. 2019;24:102079. doi: 10.1016/j.nicl.2019.102079. Epub 2019 Nov 5.


Accurate and robust segmentation of neuroanatomy in T1-weighted MRI by combining spatial priors with deep convolutional neural networks.

Novosad P, Fonov V, Collins DL; Alzheimer's Disease Neuroimaging Initiative†.

Hum Brain Mapp. 2020 Feb 1;41(2):309-327. doi: 10.1002/hbm.24803. Epub 2019 Oct 21.


An accurate registration of the BigBrain dataset with the MNI PD25 and ICBM152 atlases.

Xiao Y, Lau JC, Anderson T, DeKraker J, Collins DL, Peters T, Khan AR.

Sci Data. 2019 Oct 17;6(1):210. doi: 10.1038/s41597-019-0217-0.


Brain atrophy and patch-based grading in individuals from the CIMA-Q study: a progressive continuum from subjective cognitive decline to AD.

Marcotte C, Potvin O, Collins DL, Rheault S, Duchesne S.

Sci Rep. 2019 Sep 19;9(1):13532. doi: 10.1038/s41598-019-49914-3.


Assessment of a prognostic MRI biomarker in early de novo Parkinson's disease.

Zeighami Y, Fereshtehnejad SM, Dadar M, Collins DL, Postuma RB, Dagher A.

Neuroimage Clin. 2019;24:101986. doi: 10.1016/j.nicl.2019.101986. Epub 2019 Aug 19.


Developmental trajectories of neuroanatomical alterations associated with the 16p11.2 Copy Number Variations.

Cárdenas-de-la-Parra A, Martin-Brevet S, Moreau C, Rodriguez-Herreros B, Fonov VS, Maillard AM, Zürcher NR; 16p11.2 European Consortium, Hadjikhani N, Beckmann JS, Reymond A, Draganski B, Jacquemont S, Collins DL.

Neuroimage. 2019 Dec;203:116155. doi: 10.1016/j.neuroimage.2019.116155. Epub 2019 Sep 5.


The hippocampal-to-ventricle ratio (HVR): Presentation of a manual segmentation protocol and preliminary evidence.

Schoemaker D, Buss C, Pietrantonio S, Maunder L, Freiesleben SD, Hartmann J, Collins DL, Lupien S, Pruessner JC.

Neuroimage. 2019 Dec;203:116108. doi: 10.1016/j.neuroimage.2019.116108. Epub 2019 Aug 28.


The Canadian Dementia Imaging Protocol: Harmonization validity for morphometry measurements.

Potvin O, Chouinard I, Dieumegarde L, Bartha R, Bellec P, Collins DL, Descoteaux M, Hoge R, Ramirez J, Scott CJM, Smith EE, Strother SC, Black SE, Duchesne S; CIMA-Q group; CCNA group.

Neuroimage Clin. 2019;24:101943. doi: 10.1016/j.nicl.2019.101943. Epub 2019 Jul 18.


Toward real-time rigid registration of intra-operative ultrasound with preoperative CT images for lumbar spinal fusion surgery.

Gueziri HE, Drouin S, Yan CXB, Collins DL.

Int J Comput Assist Radiol Surg. 2019 Nov;14(11):1933-1943. doi: 10.1007/s11548-019-02020-1. Epub 2019 Jun 28.


Comparison of Multiple Sclerosis Cortical Lesion Types Detected by Multicontrast 3T and 7T MRI.

Maranzano J, Dadar M, Rudko DA, De Nigris D, Elliott C, Gati JS, Morrow SA, Menon RS, Collins DL, Arnold DL, Narayanan S.

AJNR Am J Neuroradiol. 2019 Jul;40(7):1162-1169. doi: 10.3174/ajnr.A6099. Epub 2019 Jun 20.


Cognitive load associations when utilizing auditory display within image-guided neurosurgery.

Plazak J, DiGiovanni DA, Collins DL, Kersten-Oertel M.

Int J Comput Assist Radiol Surg. 2019 Aug;14(8):1431-1438. doi: 10.1007/s11548-019-01970-w. Epub 2019 Apr 17.


Cortical and subcortical T1 white/gray contrast, chronological age, and cognitive performance.

Lewis JD, Fonov VS, Collins DL, Evans AC, Tohka J; Brain Development Cooperative Group and the Pediatric Imaging, Neurocognition, and Genetics Study.

Neuroimage. 2019 Aug 1;196:276-288. doi: 10.1016/j.neuroimage.2019.04.022. Epub 2019 Apr 12.


Standardized Assessment of Automatic Segmentation of White Matter Hyperintensities and Results of the WMH Segmentation Challenge.

Kuijf HJ, Casamitjana A, Collins DL, Dadar M, Georgiou A, Ghafoorian M, Jin D, Khademi A, Knight J, Li H, Llado X, Biesbroek JM, Luna M, Mahmood Q, McKinley R, Mehrtash A, Ourselin S, Park BY, Park H, Park SH, Pezold S, Puybareau E, De Bresser J, Rittner L, Sudre CH, Valverde S, Vilaplana V, Wiest R, Xu Y, Xu Z, Zeng G, Zhang J, Zheng G, Heinen R, Chen C, van der Flier W, Barkhof F, Viergever MA, Biessels GJ, Andermatt S, Bento M, Berseth M, Belyaev M, Cardoso MJ.

IEEE Trans Med Imaging. 2019 Nov;38(11):2556-2568. doi: 10.1109/TMI.2019.2905770. Epub 2019 Mar 19.


HIV infection and cerebral small vessel disease are independently associated with brain atrophy and cognitive impairment.

Sanford R, Strain J, Dadar M, Maranzano J, Bonnet A, Mayo NE, Scott SC, Fellows LK, Ances BM, Collins DL.

AIDS. 2019 Jun 1;33(7):1197-1205. doi: 10.1097/QAD.0000000000002193.


Predictive model of spread of Parkinson's pathology using network diffusion.

Pandya S, Zeighami Y, Freeze B, Dadar M, Collins DL, Dagher A, Raj A.

Neuroimage. 2019 May 15;192:178-194. doi: 10.1016/j.neuroimage.2019.03.001. Epub 2019 Mar 6.


Enhanced Recruitment During Executive Control Processing in Cognitively Preserved Patients With Pediatric-Onset MS.

Barlow-Krelina E, Turner GR, Akbar N, Banwell B, Lysenko M, Yeh EA, Narayanan S, Collins DL, Aubert-Broche B, Till C.

J Int Neuropsychol Soc. 2019 Apr;25(4):432-442. doi: 10.1017/S135561771800125X. Epub 2019 Feb 28.


Gesture-based registration correction using a mobile augmented reality image-guided neurosurgery system.

Léger É, Reyes J, Drouin S, Collins DL, Popa T, Kersten-Oertel M.

Healthc Technol Lett. 2018 Sep 27;5(5):137-142. doi: 10.1049/htl.2018.5063. eCollection 2018 Oct.


Abnormal effector and regulatory T cell subsets in paediatric-onset multiple sclerosis.

Mexhitaj I, Nyirenda MH, Li R, O'Mahony J, Rezk A, Rozenberg A, Moore CS, Johnson T, Sadovnick D, Collins DL, Arnold DL, Gran B, Yeh EA, Marrie RA, Banwell B, Bar-Or A.

Brain. 2019 Mar 1;142(3):617-632. doi: 10.1093/brain/awz017.


A surface-in gradient of thalamic damage evolves in pediatric multiple sclerosis.

Fadda G, Brown RA, Magliozzi R, Aubert-Broche B, O'Mahony J, Shinohara RT, Banwell B, Marrie RA, Yeh EA, Collins DL, Arnold DL, Bar-Or A; Canadian Pediatric Demyelinating Disease Network.

Ann Neurol. 2019 Mar;85(3):340-351. doi: 10.1002/ana.25429. Epub 2019 Feb 20.


Two novel PET image restoration methods guided by PET-MR kernels: Application to brain imaging.

Tahaei MS, Reader AJ, Collins DL.

Med Phys. 2019 May;46(5):2085-2102. doi: 10.1002/mp.13418. Epub 2019 Mar 12.


White matter in different regions evolves differently during progression to dementia.

Dadar M, Maranzano J, Ducharme S, Collins DL; Alzheimer's Disease Neuroimaging Initiative.

Neurobiol Aging. 2019 Apr;76:71-79. doi: 10.1016/j.neurobiolaging.2018.12.004. Epub 2018 Dec 21.


The Canadian Dementia Imaging Protocol: Harmonizing National Cohorts.

Duchesne S, Chouinard I, Potvin O, Fonov VS, Khademi A, Bartha R, Bellec P, Collins DL, Descoteaux M, Hoge R, McCreary CR, Ramirez J, Scott CJM, Smith EE, Strother SC, Black SE; CIMA-Q group and the CCNA group.

J Magn Reson Imaging. 2019 Feb;49(2):456-465. doi: 10.1002/jmri.26197. Epub 2018 Sep 17.


A Novel Framework for the Local Extraction of Extra-Axial Cerebrospinal Fluid from MR Brain Images.

Mostapha M, Shen MD, Kim S, Swanson M, Collins DL, Fonov V, Gerig G, Piven J, Styner MA; IBIS Network.

Proc SPIE Int Soc Opt Eng. 2018 Mar 2;10574. pii: 105740V. doi: 10.1117/12.2293116.


White matter hyperintensities are linked to future cognitive decline in de novo Parkinson's disease patients.

Dadar M, Zeighami Y, Yau Y, Fereshtehnejad SM, Maranzano J, Postuma RB, Dagher A, Collins DL.

Neuroimage Clin. 2018;20:892-900. doi: 10.1016/j.nicl.2018.09.025. Epub 2018 Sep 27.


Improving the SIENA performance using BEaST brain extraction.

Nakamura K, Eskildsen SF, Narayanan S, Arnold DL, Collins DL; Alzheimer's Disease Neuroimaging Initiative.

PLoS One. 2018 Sep 20;13(9):e0196945. doi: 10.1371/journal.pone.0196945. eCollection 2018.


Morphometric MRI as a diagnostic biomarker of frontotemporal dementia: A systematic review to determine clinical applicability.

McCarthy J, Collins DL, Ducharme S.

Neuroimage Clin. 2018;20:685-696. doi: 10.1016/j.nicl.2018.08.028. Epub 2018 Aug 31.


Physical activity and dentate gyrus volume in pediatric acquired demyelinating syndromes.

Longoni G, Brown RA, Aubert-Broche B, Grover SA, Branson HM, Fetco D, Bar-Or A, Marrie RA, Motl RW, Collins DL, Narayanan S, Arnold DL, Banwell B, Yeh EA.

Neurol Neuroimmunol Neuroinflamm. 2018 Sep 6;5(6):e499. doi: 10.1212/NXI.0000000000000499. eCollection 2018 Nov.


Neurobehavioral correlates of obesity are largely heritable.

Vainik U, Baker TE, Dadar M, Zeighami Y, Michaud A, Zhang Y, García Alanis JC, Misic B, Collins DL, Dagher A.

Proc Natl Acad Sci U S A. 2018 Sep 11;115(37):9312-9317. doi: 10.1073/pnas.1718206115. Epub 2018 Aug 28.


Hereditary cancer screening: Case reports and review of literature on ten Ashkenazi Jewish founder mutations.

Cox DM, Nelson KL, Clytone M, Collins DL.

Mol Genet Genomic Med. 2018 Nov;6(6):1236-1242. doi: 10.1002/mgg3.460. Epub 2018 Aug 27. Review.


Comparing fully automated state-of-the-art cerebellum parcellation from magnetic resonance images.

Carass A, Cuzzocreo JL, Han S, Hernandez-Castillo CR, Rasser PE, Ganz M, Beliveau V, Dolz J, Ben Ayed I, Desrosiers C, Thyreau B, Romero JE, Coupé P, Manjón JV, Fonov VS, Collins DL, Ying SH, Onyike CU, Crocetti D, Landman BA, Mostofsky SH, Thompson PM, Prince JL.

Neuroimage. 2018 Dec;183:150-172. doi: 10.1016/j.neuroimage.2018.08.003. Epub 2018 Aug 9.


Special Issue on MICCAI 2017.

Descoteaux M, Maier-Hein L, Franz A, Jannin P, Collins DL, Duchesne S.

Med Image Anal. 2018 Aug;48:259. doi: 10.1016/ No abstract available.


Neuroanatomical differences in obesity: meta-analytic findings and their validation in an independent dataset.

García-García I, Michaud A, Dadar M, Zeighami Y, Neseliler S, Collins DL, Evans AC, Dagher A.

Int J Obes (Lond). 2019 May;43(5):943-951. doi: 10.1038/s41366-018-0164-4. Epub 2018 Jul 18. Review.


An efficient and accurate method for robust inter-dataset brain extraction and comparisons with 9 other methods.

Novosad P, Collins DL; Alzheimer's Disease Neuroimaging Initiative.

Hum Brain Mapp. 2018 Nov;39(11):4241-4257. doi: 10.1002/hbm.24243. Epub 2018 Jul 4.


The EADC-ADNI harmonized protocol for hippocampal segmentation: A validation study.

Zandifar A, Fonov VS, Pruessner JC, Collins DL; Alzheimer's Disease Neuroimaging Initiative.

Neuroimage. 2018 Nov 1;181:142-148. doi: 10.1016/j.neuroimage.2018.06.077. Epub 2018 Jun 30.


Warping an atlas derived from serial histology to 5 high-resolution MRIs.

Tullo S, Devenyi GA, Patel R, Park MTM, Collins DL, Chakravarty MM.

Sci Data. 2018 Jun 19;5:180107. doi: 10.1038/sdata.2018.107.


Involvement of the Amygdala in Memory and Psychosocial Functioning in Pediatric-Onset Multiple Sclerosis.

Green R, Adler A, Banwell BL, Fabri TL, Yeh EA, Collins DL, Sled JG, Narayanan S, Till C.

Dev Neuropsychol. 2018;43(6):524-534. doi: 10.1080/87565641.2018.1485679. Epub 2018 Jun 18.


Longitudinal Trajectories of Brain Volume and Cortical Thickness in Treated and Untreated Primary Human Immunodeficiency Virus Infection.

Sanford R, Ances BM, Meyerhoff DJ, Price RW, Fuchs D, Zetterberg H, Spudich S, Collins DL.

Clin Infect Dis. 2018 Nov 13;67(11):1697-1704. doi: 10.1093/cid/ciy362.


A comparison of publicly available linear MRI stereotaxic registration techniques.

Dadar M, Fonov VS, Collins DL; Alzheimer’s Disease Neuroimaging Initiative.

Neuroimage. 2018 Jul 1;174:191-200. doi: 10.1016/j.neuroimage.2018.03.025. Epub 2018 Mar 13.


PRISM: An open source framework for the interactive design of GPU volume rendering shaders.

Drouin S, Collins DL.

PLoS One. 2018 Mar 13;13(3):e0193636. doi: 10.1371/journal.pone.0193636. eCollection 2018.


Combining intraoperative ultrasound brain shift correction and augmented reality visualizations: a pilot study of eight cases.

Gerard IJ, Kersten-Oertel M, Drouin S, Hall JA, Petrecca K, De Nigris D, Di Giovanni DA, Arbel T, Collins DL.

J Med Imaging (Bellingham). 2018 Apr;5(2):021210. doi: 10.1117/1.JMI.5.2.021210. Epub 2018 Jan 26.


Network connectivity determines cortical thinning in early Parkinson's disease progression.

Yau Y, Zeighami Y, Baker TE, Larcher K, Vainik U, Dadar M, Fonov VS, Hagmann P, Griffa A, Mišić B, Collins DL, Dagher A.

Nat Commun. 2018 Jan 2;9(1):12. doi: 10.1038/s41467-017-02416-0.


A clinical-anatomical signature of Parkinson's disease identified with partial least squares and magnetic resonance imaging.

Zeighami Y, Fereshtehnejad SM, Dadar M, Collins DL, Postuma RB, Mišić B, Dagher A.

Neuroimage. 2019 Apr 15;190:69-78. doi: 10.1016/j.neuroimage.2017.12.050. Epub 2017 Dec 19. Review.


Quantifying attention shifts in augmented reality image-guided neurosurgery.

Léger É, Drouin S, Collins DL, Popa T, Kersten-Oertel M.

Healthc Technol Lett. 2017 Sep 18;4(5):188-192. doi: 10.1049/htl.2017.0062. eCollection 2017 Oct.


Validation of T1w-based segmentations of white matter hyperintensity volumes in large-scale datasets of aging.

Dadar M, Maranzano J, Ducharme S, Carmichael OT, Decarli C, Collins DL; Alzheimer's Disease Neuroimaging Initiative.

Hum Brain Mapp. 2018 Mar;39(3):1093-1107. doi: 10.1002/hbm.23894. Epub 2017 Nov 27.


Association of Brain Structure Changes and Cognitive Function With Combination Antiretroviral Therapy in HIV-Positive Individuals.

Sanford R, Fellows LK, Ances BM, Collins DL.

JAMA Neurol. 2018 Jan 1;75(1):72-79. doi: 10.1001/jamaneurol.2017.3036.


PAM50: Unbiased multimodal template of the brainstem and spinal cord aligned with the ICBM152 space.

De Leener B, Fonov VS, Collins DL, Callot V, Stikov N, Cohen-Adad J.

Neuroimage. 2018 Jan 15;165:170-179. doi: 10.1016/j.neuroimage.2017.10.041. Epub 2017 Oct 21.


Deficit in Central Auditory Processing as a Biomarker of Pre-Clinical Alzheimer's Disease.

Tuwaig M, Savard M, Jutras B, Poirier J, Collins DL, Rosa-Neto P, Fontaine D, Breitner JCS; PREVENT-AD Research Group.

J Alzheimers Dis. 2017;60(4):1589-1600. doi: 10.3233/JAD-170545.


Structural plasticity of the social brain: Differential change after socio-affective and cognitive mental training.

Valk SL, Bernhardt BC, Trautwein FM, Böckler A, Kanske P, Guizard N, Collins DL, Singer T.

Sci Adv. 2017 Oct 4;3(10):e1700489. doi: 10.1126/sciadv.1700489. eCollection 2017 Oct.


Dehydroepiandrosterone impacts working memory by shaping cortico-hippocampal structural covariance during development.

Nguyen TV, Wu M, Lew J, Albaugh MD, Botteron KN, Hudziak JJ, Fonov VS, Collins DL, Campbell BC, Booij L, Herba C, Monnier P, Ducharme S, McCracken JT.

Psychoneuroendocrinology. 2017 Dec;86:110-121. doi: 10.1016/j.psyneuen.2017.09.013. Epub 2017 Sep 15.

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