CoNeS: Conditional neural fields with shift modulation for multi-sequence MRI translation

Autor: Chen, Yunjie, Staring, Marius, Neve, Olaf M., Romeijn, Stephan R., Hensen, Erik F., Verbist, Berit M., Wolterink, Jelmer M., Tao, Qian

Publikováno v: Machine.Learning.for.Biomedical.Imaging. 2 (2024)

Multi-sequence magnetic resonance imaging (MRI) has found wide applications in both modern clinical studies and deep learning research. However, in clinical practice, it frequently occurs that one or more of the MRI sequences are missing due to diffe

Externí odkaz: http://arxiv.org/abs/2309.03320

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Fully Automated 3D Vestibular Schwannoma Segmentation with and without Gadolinium-based Contrast Material: A Multicenter, Multivendor Study.

Autor: Neve OM; Department of Otorhinolaryngology and Head & Neck Surgery (O.M.N., N.P.d.B., J.C.J., E.F.H.), Division of Image Processing, Department of Radiology (Y.C., Q.T., B.P.F.L., M.S.), and Department of Radiology (S.R.R., W.G., M.C.K., B.M.V.), Leiden University Medical Center, Otorhinolaryngology H5-P, PO Box 9600, 2300 RC Leiden, the Netherlands; and Knowledge Driven AI Lab, Delft University of Technology, Delft, the Netherlands (Q.T.)., Chen Y; Department of Otorhinolaryngology and Head & Neck Surgery (O.M.N., N.P.d.B., J.C.J., E.F.H.), Division of Image Processing, Department of Radiology (Y.C., Q.T., B.P.F.L., M.S.), and Department of Radiology (S.R.R., W.G., M.C.K., B.M.V.), Leiden University Medical Center, Otorhinolaryngology H5-P, PO Box 9600, 2300 RC Leiden, the Netherlands; and Knowledge Driven AI Lab, Delft University of Technology, Delft, the Netherlands (Q.T.)., Tao Q; Department of Otorhinolaryngology and Head & Neck Surgery (O.M.N., N.P.d.B., J.C.J., E.F.H.), Division of Image Processing, Department of Radiology (Y.C., Q.T., B.P.F.L., M.S.), and Department of Radiology (S.R.R., W.G., M.C.K., B.M.V.), Leiden University Medical Center, Otorhinolaryngology H5-P, PO Box 9600, 2300 RC Leiden, the Netherlands; and Knowledge Driven AI Lab, Delft University of Technology, Delft, the Netherlands (Q.T.)., Romeijn SR; Department of Otorhinolaryngology and Head & Neck Surgery (O.M.N., N.P.d.B., J.C.J., E.F.H.), Division of Image Processing, Department of Radiology (Y.C., Q.T., B.P.F.L., M.S.), and Department of Radiology (S.R.R., W.G., M.C.K., B.M.V.), Leiden University Medical Center, Otorhinolaryngology H5-P, PO Box 9600, 2300 RC Leiden, the Netherlands; and Knowledge Driven AI Lab, Delft University of Technology, Delft, the Netherlands (Q.T.)., de Boer NP; Department of Otorhinolaryngology and Head & Neck Surgery (O.M.N., N.P.d.B., J.C.J., E.F.H.), Division of Image Processing, Department of Radiology (Y.C., Q.T., B.P.F.L., M.S.), and Department of Radiology (S.R.R., W.G., M.C.K., B.M.V.), Leiden University Medical Center, Otorhinolaryngology H5-P, PO Box 9600, 2300 RC Leiden, the Netherlands; and Knowledge Driven AI Lab, Delft University of Technology, Delft, the Netherlands (Q.T.)., Grootjans W; Department of Otorhinolaryngology and Head & Neck Surgery (O.M.N., N.P.d.B., J.C.J., E.F.H.), Division of Image Processing, Department of Radiology (Y.C., Q.T., B.P.F.L., M.S.), and Department of Radiology (S.R.R., W.G., M.C.K., B.M.V.), Leiden University Medical Center, Otorhinolaryngology H5-P, PO Box 9600, 2300 RC Leiden, the Netherlands; and Knowledge Driven AI Lab, Delft University of Technology, Delft, the Netherlands (Q.T.)., Kruit MC; Department of Otorhinolaryngology and Head & Neck Surgery (O.M.N., N.P.d.B., J.C.J., E.F.H.), Division of Image Processing, Department of Radiology (Y.C., Q.T., B.P.F.L., M.S.), and Department of Radiology (S.R.R., W.G., M.C.K., B.M.V.), Leiden University Medical Center, Otorhinolaryngology H5-P, PO Box 9600, 2300 RC Leiden, the Netherlands; and Knowledge Driven AI Lab, Delft University of Technology, Delft, the Netherlands (Q.T.)., Lelieveldt BPF; Department of Otorhinolaryngology and Head & Neck Surgery (O.M.N., N.P.d.B., J.C.J., E.F.H.), Division of Image Processing, Department of Radiology (Y.C., Q.T., B.P.F.L., M.S.), and Department of Radiology (S.R.R., W.G., M.C.K., B.M.V.), Leiden University Medical Center, Otorhinolaryngology H5-P, PO Box 9600, 2300 RC Leiden, the Netherlands; and Knowledge Driven AI Lab, Delft University of Technology, Delft, the Netherlands (Q.T.)., Jansen JC; Department of Otorhinolaryngology and Head & Neck Surgery (O.M.N., N.P.d.B., J.C.J., E.F.H.), Division of Image Processing, Department of Radiology (Y.C., Q.T., B.P.F.L., M.S.), and Department of Radiology (S.R.R., W.G., M.C.K., B.M.V.), Leiden University Medical Center, Otorhinolaryngology H5-P, PO Box 9600, 2300 RC Leiden, the Netherlands; and Knowledge Driven AI Lab, Delft University of Technology, Delft, the Netherlands (Q.T.)., Hensen EF; Department of Otorhinolaryngology and Head & Neck Surgery (O.M.N., N.P.d.B., J.C.J., E.F.H.), Division of Image Processing, Department of Radiology (Y.C., Q.T., B.P.F.L., M.S.), and Department of Radiology (S.R.R., W.G., M.C.K., B.M.V.), Leiden University Medical Center, Otorhinolaryngology H5-P, PO Box 9600, 2300 RC Leiden, the Netherlands; and Knowledge Driven AI Lab, Delft University of Technology, Delft, the Netherlands (Q.T.)., Verbist BM; Department of Otorhinolaryngology and Head & Neck Surgery (O.M.N., N.P.d.B., J.C.J., E.F.H.), Division of Image Processing, Department of Radiology (Y.C., Q.T., B.P.F.L., M.S.), and Department of Radiology (S.R.R., W.G., M.C.K., B.M.V.), Leiden University Medical Center, Otorhinolaryngology H5-P, PO Box 9600, 2300 RC Leiden, the Netherlands; and Knowledge Driven AI Lab, Delft University of Technology, Delft, the Netherlands (Q.T.)., Staring M; Department of Otorhinolaryngology and Head & Neck Surgery (O.M.N., N.P.d.B., J.C.J., E.F.H.), Division of Image Processing, Department of Radiology (Y.C., Q.T., B.P.F.L., M.S.), and Department of Radiology (S.R.R., W.G., M.C.K., B.M.V.), Leiden University Medical Center, Otorhinolaryngology H5-P, PO Box 9600, 2300 RC Leiden, the Netherlands; and Knowledge Driven AI Lab, Delft University of Technology, Delft, the Netherlands (Q.T.).

Publikováno v: Radiology. Artificial intelligence [Radiol Artif Intell] 2022 Jun 22; Vol. 4 (4), pp. e210300. Date of Electronic Publication: 2022 Jun 22 (Print Publication: 2022).