WarpDrive: Improving spatial normalization using manual refinements.

Autor: Oxenford S; Movement Disorders and Neuromodulation Unit, Department of Neurology, Charité -Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany. Electronic address: simon.oxenford@charite.de., Ríos AS; Movement Disorders and Neuromodulation Unit, Department of Neurology, Charité -Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany., Hollunder B; Movement Disorders and Neuromodulation Unit, Department of Neurology, Charité -Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany; Einstein Center for Neurosciences Berlin, Charité - Universitätsmedizin Berlin, Berlin, Germany; Berlin School of Mind and Brain, Humboldt-Universität zu Berlin, Berlin, Germany., Neudorfer C; Movement Disorders and Neuromodulation Unit, Department of Neurology, Charité -Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany; Brain Modulation Lab, Department of Neurosurgery, Massachusetts General Hospital, Boston, MA 02114, United States; Center for Brain Circuit Therapeutics Department of Neurology Brigham & Women's Hospital, Harvard Medical School, Boston, MA, United States., Boutet A; Division of Neurosurgery, Department of Surgery, University Health Network and University of Toronto, Toronto, ON M5T2S8, Canada; Krembil Research Institute, University of Toronto, Toronto, ON M5T2S8, Canada; Joint Department of Medical Imaging, University of Toronto, Toronto, ON M5T1W7, Canada., Elias GJB; Division of Neurosurgery, Department of Surgery, University Health Network and University of Toronto, Toronto, ON M5T2S8, Canada; Krembil Research Institute, University of Toronto, Toronto, ON M5T2S8, Canada., Germann J; Division of Neurosurgery, Department of Surgery, University Health Network and University of Toronto, Toronto, ON M5T2S8, Canada; Krembil Research Institute, University of Toronto, Toronto, ON M5T2S8, Canada., Loh A; Division of Neurosurgery, Department of Surgery, University Health Network and University of Toronto, Toronto, ON M5T2S8, Canada; Krembil Research Institute, University of Toronto, Toronto, ON M5T2S8, Canada., Deeb W; UMass Chan Medical School, Department of Neurology, Worcester, MA 01655, United States; UMass Memorial Health, Department of Neurology, Worcester, MA 01655, United States., Salvato B; University of Florida Health Jacksonville, Jacksonville, FL, United States., Almeida L; Department of Neurology, University of Minnesota, Twin Cities Campus, Minneapolis, MN, United States., Foote KD; Norman Fixel Institute for Neurological Diseases, Departments of Neurology and Neurosurgery, University of Florida, Gainesville, FL, United States., Amaral R; Cerebral Imaging Centre, Douglas Research Centre, Montreal, QC, Canada., Rosenberg PB; Department of Psychiatry and Behavioral Sciences and Richman Family Precision Medicine Center of Excellence, School of Medicine, Johns Hopkins University, Baltimore, MD, United States., Tang-Wai DF; Krembil Research Institute, University of Toronto, Toronto, ON M5T2S8, Canada; Department of Medicine, Division of Neurology, University Health Network and University of Toronto, Toronto, ON M5T2S8, Canada., Wolk DA; Department of Neurology, University of Pennsylvania, Philadelphia, PA, United States., Burke AD; Barrow Neurological Institute, Phoenix, AZ, United States., Sabbagh MN; Barrow Neurological Institute, Phoenix, AZ, United States., Salloway S; Department of Psychiatry and Human Behavior and Neurology, Alpert Medical School of Brown University, Providence, RI, United States; Memory & Aging Program, Butler Hospital, Providence, United States., Chakravarty MM; Cerebral Imaging Centre, Douglas Research Centre, Montreal, QC, Canada; Department of Psychiatry, McGill University, Montreal, QC, Canada; Biological and Biomedical Engineering, McGill University, Montreal, QC, Canada., Smith GS; Cerebral Imaging Centre, Douglas Research Centre, Montreal, QC, Canada., Lyketsos CG; Cerebral Imaging Centre, Douglas Research Centre, Montreal, QC, Canada., Okun MS; Norman Fixel Institute for Neurological Diseases, Departments of Neurology and Neurosurgery, University of Florida, Gainesville, FL, United States., Anderson WS; Johns Hopkins School of Medicine, Baltimore, MD, United States., Mari Z; Johns Hopkins School of Medicine, Baltimore, MD, United States; Cleveland Clinic Lou Ruvo Center for Brain Health, Las Vegas, NV, United States., Ponce FA; Barrow Neurological Institute, Phoenix, AZ, United States., Lozano A; Division of Neurosurgery, Department of Surgery, University Health Network and University of Toronto, Toronto, ON M5T2S8, Canada; Krembil Research Institute, University of Toronto, Toronto, ON M5T2S8, Canada., Neumann WJ; Movement Disorders and Neuromodulation Unit, Department of Neurology, Charité -Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany., Al-Fatly B; Movement Disorders and Neuromodulation Unit, Department of Neurology, Charité -Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany., Horn A; Movement Disorders and Neuromodulation Unit, Department of Neurology, Charité -Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany; Brain Modulation Lab, Department of Neurosurgery, Massachusetts General Hospital, Boston, MA 02114, United States; Center for Brain Circuit Therapeutics Department of Neurology Brigham & Women's Hospital, Harvard Medical School, Boston, MA, United States.
Jazyk: angličtina
Zdroj: Medical image analysis [Med Image Anal] 2024 Jan; Vol. 91, pp. 103041. Date of Electronic Publication: 2023 Nov 19.
DOI: 10.1016/j.media.2023.103041
Abstrakt: Spatial normalization-the process of mapping subject brain images to an average template brain-has evolved over the last 20+ years into a reliable method that facilitates the comparison of brain imaging results across patients, centers & modalities. While overall successful, sometimes, this automatic process yields suboptimal results, especially when dealing with brains with extensive neurodegeneration and atrophy patterns, or when high accuracy in specific regions is needed. Here we introduce WarpDrive, a novel tool for manual refinements of image alignment after automated registration. We show that the tool applied in a cohort of patients with Alzheimer's disease who underwent deep brain stimulation surgery helps create more accurate representations of the data as well as meaningful models to explain patient outcomes. The tool is built to handle any type of 3D imaging data, also allowing refinements in high-resolution imaging, including histology and multiple modalities to precisely aggregate multiple data sources together.
Competing Interests: Declaration of Competing Interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper. The authors declare the following financial interests/personal relationships which may be considered as potential competing interests: A.H. reports a relationship with Boston Scientific Corporation that includes: speaking and lecture fees. L.A. reports a relationship with Boston Scientific Corporation that includes: consulting or advisory. L.A. reports a relationship with Medtronic that includes: consulting or advisory. K.F. reports a relationship with Medtronic that includes: consulting or advisory. K.F. reports a relationship with Boston Scientific Corporation that includes: consulting or advisory. K.F. reports a relationship with Abbott that includes: funding grants. K.F. reports a relationship with Functional Neuromodulation that includes: funding grants. D.W. reports a relationship with Functional Neuromodulation that includes: funding grants. D.W. reports a relationship with Avid Lily that includes: funding grants. D.W. reports a relationship with Merck that includes: funding grants. D.W. reports a relationship with Jannsen that includes: consulting or advisory. D.W. reports a relationship with GE Healthcare that includes: consulting or advisory. D.W. reports a relationship with Biogen that includes: consulting or advisory. D.W. reports a relationship with Neuronix that includes: consulting or advisory. S.S. reports a relationship with Elsai that includes: consulting or advisory. S.S. reports a relationship with Lilly that includes: consulting or advisory. S.S. reports a relationship with Roche that includes: consulting or advisory. S.S. reports a relationship with Novartis that includes: consulting or advisory. S.S. reports a relationship with Biogen that includes: consulting or advisory. G.S. reports a relationship with NIH that includes: funding grants. M.S. reports a relationship with Allergan that includes: consulting or advisory. M.S. reports a relationship with Biogen that includes: consulting or advisory. M.S. reports a relationship with Roche that includes: consulting or advisory. M.S. reports a relationship with Cortexyme that includes: consulting or advisory. M.S. reports a relationship with Bracket that includes: consulting or advisory. M.S. reports a relationship with Brain Health Inc that includes: consulting or advisory. M.S. reports a relationship with uMethod Health that includes: consulting or advisory. C.L. reports a relationship with Functional Neuromodulation that includes: funding grants. C.L. reports a relationship with Avanir that includes: funding grants. C.L. reports a relationship with Eli Lily that includes: funding grants. C.L. reports a relationship with NFL Benefits Office that includes: funding grants. M.O. reports a relationship with NIH that includes: funding grants. M.O. reports a relationship with Tourette Association of America Grant that includes: funding grants. M.O. reports a relationship with Parkinson's Alliance that includes: funding grants. M.O. reports a relationship with Smallwood Foundation that includes: funding grants. M.O. reports a relationship with Parkinson's Foundation Medical Director that includes: consulting or advisory. M.O. reports a relationship with Books4Patients that includes: consulting or advisory. M.O. reports a relationship with American Academy of Neurology that includes: consulting or advisory. M.O. reports a relationship with Peerview that includes: consulting or advisory. M.O. reports a relationship with WebMD Medscape that includes: consulting or advisory. M.O. reports a relationship with Mededicus that includes: consulting or advisory. M.O. reports a relationship with Movement Disorders Society that includes: consulting or advisory. M.O. reports a relationship with Taylor and Francis that includes: consulting or advisory. M.O. reports a relationship with Demos that includes: consulting or advisory. M.O. reports a relationship with Robert Rose that includes: consulting or advisory. M.O. reports a relationship with Medtronic that includes: non-financial support. A.L. reports a relationship with Medtronic that includes: funding grants. A.L. reports a relationship with Functional Neuromodulation that includes: funding grants. A.L. reports a relationship with Medtronic that includes: consulting or advisory. A.L. reports a relationship with St. Jude that includes: consulting or advisory. A.L. reports a relationship with Boston Scientific that includes: consulting or advisory. A.L. has patent #US Patent 8346,365 licensed to Functional Neuromodulation.
(Copyright © 2023. Published by Elsevier B.V.)
Databáze: MEDLINE
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