Deep Learning Segmentation of the Nucleus Basalis of Meynert on 3T MRI

D.J. Doss; G.W. Johnson; S. Narasimhan; J.S. Shless; J.W. Jiang; H.F.J. González; D.L. Paulo; A. Lucas; K.A. Davis; C. Chang; V.L. Morgan; C. Constantinidis; B.M. Dawant; D.J. Englot

doi:10.3174/ajnr.A7950

Research ArticleAdult Brain

Open Access

Deep Learning Segmentation of the Nucleus Basalis of Meynert on 3T MRI

D.J. Doss, G.W. Johnson, S. Narasimhan, J.S. Shless, J.W. Jiang, H.F.J. González, D.L. Paulo, A. Lucas, K.A. Davis, C. Chang, V.L. Morgan, C. Constantinidis, B.M. Dawant and D.J. Englot

American Journal of Neuroradiology August 2023, DOI: https://doi.org/10.3174/ajnr.A7950

D.J. Doss

aFrom the Department of Biomedical Engineering (D.J.D., G.W.J., S.N., H.F.J.G., C. Chang., V.L.M., C. Constantinidis, D.J.E.)

bInstitute of Imaging Science (D.J.D., G.W.J., S.N., J.S.S., J.W.J., H.F.J.G., C. Chang, V.L.M., B.M.D., D.J.E.)

fVanderbilt Institute for Surgery and Engineering (D.J.D., G.W.J., S.N., H.F.J.G., C. Chang, V.L.M., B.M.D., D.J.E.), Nashville, Tennessee

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G.W. Johnson

aFrom the Department of Biomedical Engineering (D.J.D., G.W.J., S.N., H.F.J.G., C. Chang., V.L.M., C. Constantinidis, D.J.E.)

bInstitute of Imaging Science (D.J.D., G.W.J., S.N., J.S.S., J.W.J., H.F.J.G., C. Chang, V.L.M., B.M.D., D.J.E.)

fVanderbilt Institute for Surgery and Engineering (D.J.D., G.W.J., S.N., H.F.J.G., C. Chang, V.L.M., B.M.D., D.J.E.), Nashville, Tennessee

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S. Narasimhan

aFrom the Department of Biomedical Engineering (D.J.D., G.W.J., S.N., H.F.J.G., C. Chang., V.L.M., C. Constantinidis, D.J.E.)

bInstitute of Imaging Science (D.J.D., G.W.J., S.N., J.S.S., J.W.J., H.F.J.G., C. Chang, V.L.M., B.M.D., D.J.E.)

fVanderbilt Institute for Surgery and Engineering (D.J.D., G.W.J., S.N., H.F.J.G., C. Chang, V.L.M., B.M.D., D.J.E.), Nashville, Tennessee

gDepartments of Neurological Surgery (S.N., J.S.S., J.W.J., D.L.P., V.L.M., D.J.E.)

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J.S. Shless

bInstitute of Imaging Science (D.J.D., G.W.J., S.N., J.S.S., J.W.J., H.F.J.G., C. Chang, V.L.M., B.M.D., D.J.E.)

gDepartments of Neurological Surgery (S.N., J.S.S., J.W.J., D.L.P., V.L.M., D.J.E.)

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J.W. Jiang

bInstitute of Imaging Science (D.J.D., G.W.J., S.N., J.S.S., J.W.J., H.F.J.G., C. Chang, V.L.M., B.M.D., D.J.E.)

gDepartments of Neurological Surgery (S.N., J.S.S., J.W.J., D.L.P., V.L.M., D.J.E.)

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H.F.J. González

aFrom the Department of Biomedical Engineering (D.J.D., G.W.J., S.N., H.F.J.G., C. Chang., V.L.M., C. Constantinidis, D.J.E.)

bInstitute of Imaging Science (D.J.D., G.W.J., S.N., J.S.S., J.W.J., H.F.J.G., C. Chang, V.L.M., B.M.D., D.J.E.)

fVanderbilt Institute for Surgery and Engineering (D.J.D., G.W.J., S.N., H.F.J.G., C. Chang, V.L.M., B.M.D., D.J.E.), Nashville, Tennessee

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D.L. Paulo

gDepartments of Neurological Surgery (S.N., J.S.S., J.W.J., D.L.P., V.L.M., D.J.E.)

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A. Lucas

kDepartments of Bioengineering (A.L.)

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K.A. Davis

lNeuroscience (K.A.D.)

mCenter for Neuroengineering and Therapeutics (K.A.D.)

nDepartment of Neurology (K.A.D.), University of Pennsylvania, Philadelphia, Pennsylvania

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C. Chang

aFrom the Department of Biomedical Engineering (D.J.D., G.W.J., S.N., H.F.J.G., C. Chang., V.L.M., C. Constantinidis, D.J.E.)

bInstitute of Imaging Science (D.J.D., G.W.J., S.N., J.S.S., J.W.J., H.F.J.G., C. Chang, V.L.M., B.M.D., D.J.E.)

cDepartments of Electrical and Computer Engineering (C. Chang, B.M.D., D.J.E.)

dComputer Science (C. Chang)

fVanderbilt Institute for Surgery and Engineering (D.J.D., G.W.J., S.N., H.F.J.G., C. Chang, V.L.M., B.M.D., D.J.E.), Nashville, Tennessee

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V.L. Morgan

aFrom the Department of Biomedical Engineering (D.J.D., G.W.J., S.N., H.F.J.G., C. Chang., V.L.M., C. Constantinidis, D.J.E.)

bInstitute of Imaging Science (D.J.D., G.W.J., S.N., J.S.S., J.W.J., H.F.J.G., C. Chang, V.L.M., B.M.D., D.J.E.)

fVanderbilt Institute for Surgery and Engineering (D.J.D., G.W.J., S.N., H.F.J.G., C. Chang, V.L.M., B.M.D., D.J.E.), Nashville, Tennessee

gDepartments of Neurological Surgery (S.N., J.S.S., J.W.J., D.L.P., V.L.M., D.J.E.)

hNeurology (V.L.M.)

iRadiological Sciences (V.L.M., D.J.E.)

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C. Constantinidis

aFrom the Department of Biomedical Engineering (D.J.D., G.W.J., S.N., H.F.J.G., C. Chang., V.L.M., C. Constantinidis, D.J.E.)

eNeuroscience (C. Constantinidis), Vanderbilt University, Nashville, Tennessee

jOphthalmology and Visual Sciences (C. Constantinidis), Vanderbilt University Medical Center, Nashville, Tennessee

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B.M. Dawant

bInstitute of Imaging Science (D.J.D., G.W.J., S.N., J.S.S., J.W.J., H.F.J.G., C. Chang, V.L.M., B.M.D., D.J.E.)

cDepartments of Electrical and Computer Engineering (C. Chang, B.M.D., D.J.E.)

fVanderbilt Institute for Surgery and Engineering (D.J.D., G.W.J., S.N., H.F.J.G., C. Chang, V.L.M., B.M.D., D.J.E.), Nashville, Tennessee

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D.J. Englot

aFrom the Department of Biomedical Engineering (D.J.D., G.W.J., S.N., H.F.J.G., C. Chang., V.L.M., C. Constantinidis, D.J.E.)

bInstitute of Imaging Science (D.J.D., G.W.J., S.N., J.S.S., J.W.J., H.F.J.G., C. Chang, V.L.M., B.M.D., D.J.E.)

cDepartments of Electrical and Computer Engineering (C. Chang, B.M.D., D.J.E.)

fVanderbilt Institute for Surgery and Engineering (D.J.D., G.W.J., S.N., H.F.J.G., C. Chang, V.L.M., B.M.D., D.J.E.), Nashville, Tennessee

gDepartments of Neurological Surgery (S.N., J.S.S., J.W.J., D.L.P., V.L.M., D.J.E.)

iRadiological Sciences (V.L.M., D.J.E.)

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D.J. Doss, G.W. Johnson, S. Narasimhan, J.S. Shless, J.W. Jiang, H.F.J. González, D.L. Paulo, A. Lucas, K.A. Davis, C. Chang, V.L. Morgan, C. Constantinidis, B.M. Dawant, D.J. Englot

Deep Learning Segmentation of the Nucleus Basalis of Meynert on 3T MRI

American Journal of Neuroradiology Aug 2023, DOI: 10.3174/ajnr.A7950

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Deep Learning Segmentation of the Nucleus Basalis of Meynert on 3T MRI

D.J. Doss, G.W. Johnson, S. Narasimhan, J.S. Shless, J.W. Jiang, H.F.J. González, D.L. Paulo, A. Lucas, K.A. Davis, C. Chang, V.L. Morgan, C. Constantinidis, B.M. Dawant, D.J. Englot

American Journal of Neuroradiology Aug 2023, DOI: 10.3174/ajnr.A7950

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