Research ArticleAdult Brain
Automated Detection and Segmentation of Brain Metastases in Malignant Melanoma: Evaluation of a Dedicated Deep Learning Model
L. Pennig, R. Shahzad, L. Caldeira, S. Lennartz, F. Thiele, L. Goertz, D. Zopfs, A.-K. Meißner, G. Fürtjes, M. Perkuhn, C. Kabbasch, S. Grau, J. Borggrefe and K.R. Laukamp
American Journal of Neuroradiology April 2021, 42 (4) 655-662; DOI: https://doi.org/10.3174/ajnr.A6982
L. Pennig
aFrom the Institute for Diagnostic and Interventional Radiology (L.P., R.S., L.C., S.L., F.T., D.Z., M.P., C.K., J.B., K.R.L.)
R. Shahzad
aFrom the Institute for Diagnostic and Interventional Radiology (L.P., R.S., L.C., S.L., F.T., D.Z., M.P., C.K., J.B., K.R.L.)
cPhilips Innovative Technologies (R.S., F.T., M.P.), Aachen, Germany
L. Caldeira
aFrom the Institute for Diagnostic and Interventional Radiology (L.P., R.S., L.C., S.L., F.T., D.Z., M.P., C.K., J.B., K.R.L.)
S. Lennartz
aFrom the Institute for Diagnostic and Interventional Radiology (L.P., R.S., L.C., S.L., F.T., D.Z., M.P., C.K., J.B., K.R.L.)
F. Thiele
aFrom the Institute for Diagnostic and Interventional Radiology (L.P., R.S., L.C., S.L., F.T., D.Z., M.P., C.K., J.B., K.R.L.)
cPhilips Innovative Technologies (R.S., F.T., M.P.), Aachen, Germany
L. Goertz
bCenter for Neurosurgery (L.G., G.F., S.G.), Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany
D. Zopfs
aFrom the Institute for Diagnostic and Interventional Radiology (L.P., R.S., L.C., S.L., F.T., D.Z., M.P., C.K., J.B., K.R.L.)
A.-K. Meißner
dDepartment of Stereotaxy and Functional Neurosurgery (A.-K.M., G.F.), Center for Neurosurgery, University Hospital Cologne, Cologne, Germany
G. Fürtjes
bCenter for Neurosurgery (L.G., G.F., S.G.), Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany
dDepartment of Stereotaxy and Functional Neurosurgery (A.-K.M., G.F.), Center for Neurosurgery, University Hospital Cologne, Cologne, Germany
M. Perkuhn
aFrom the Institute for Diagnostic and Interventional Radiology (L.P., R.S., L.C., S.L., F.T., D.Z., M.P., C.K., J.B., K.R.L.)
cPhilips Innovative Technologies (R.S., F.T., M.P.), Aachen, Germany
C. Kabbasch
aFrom the Institute for Diagnostic and Interventional Radiology (L.P., R.S., L.C., S.L., F.T., D.Z., M.P., C.K., J.B., K.R.L.)
S. Grau
bCenter for Neurosurgery (L.G., G.F., S.G.), Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany
J. Borggrefe
aFrom the Institute for Diagnostic and Interventional Radiology (L.P., R.S., L.C., S.L., F.T., D.Z., M.P., C.K., J.B., K.R.L.)
K.R. Laukamp
aFrom the Institute for Diagnostic and Interventional Radiology (L.P., R.S., L.C., S.L., F.T., D.Z., M.P., C.K., J.B., K.R.L.)
eDepartment of Radiology (K.R.L.), University Hospitals Cleveland Medical Center, Cleveland, Ohio
fDepartment of Radiology (K.R.L.), Case Western Reserve University, Cleveland, Ohio
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In this issue
American Journal of Neuroradiology
Vol. 42, Issue 4
1 Apr 2021
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Automated Detection and Segmentation of Brain Metastases in Malignant Melanoma: Evaluation of a Dedicated Deep Learning Model
L. Pennig, R. Shahzad, L. Caldeira, S. Lennartz, F. Thiele, L. Goertz, D. Zopfs, A.-K. Meißner, G. Fürtjes, M. Perkuhn, C. Kabbasch, S. Grau, J. Borggrefe, K.R. Laukamp
American Journal of Neuroradiology Apr 2021, 42 (4) 655-662; DOI: 10.3174/ajnr.A6982
Automated Detection and Segmentation of Brain Metastases in Malignant Melanoma: Evaluation of a Dedicated Deep Learning Model
L. Pennig, R. Shahzad, L. Caldeira, S. Lennartz, F. Thiele, L. Goertz, D. Zopfs, A.-K. Meißner, G. Fürtjes, M. Perkuhn, C. Kabbasch, S. Grau, J. Borggrefe, K.R. Laukamp
American Journal of Neuroradiology Apr 2021, 42 (4) 655-662; DOI: 10.3174/ajnr.A6982
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