Predicting White Matter Hyperintensity: Leveraging Portable Magnetic Resonance Imaging for Accessible Brain Health Screening

From the Department of Neurology (I.P.J, H.B, J.S, E.P, A.C, L.L, D.L, K.N.S, A.D), Department of Radiology (G.S, S.P), and Department of Emergency Medicine (G.D, C.W), Yale School of Medicine, New Haven, CT, USA; Department of Neurology (A.S, W.T.K), Center for Genomic Medicine (A.S, W.T.K), and Athinoula A. Martinos Center for Biomedical Imaging (J.E.I, M.S.R), Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA; Centre for Medical Image Computing (J.E.I), University College London, London, UK; Computer Science and Artificial Intelligence Laboratory (J.E.I), Massachusetts Institute of Technology, Cambridge, MA, USA.

From the Department of Neurology (I.P.J, H.B, J.S, E.P, A.C, L.L, D.L, K.N.S, A.D), Department of Radiology (G.S, S.P), and Department of Emergency Medicine (G.D, C.W), Yale School of Medicine, New Haven, CT, USA; Department of Neurology (A.S, W.T.K), Center for Genomic Medicine (A.S, W.T.K), and Athinoula A. Martinos Center for Biomedical Imaging (J.E.I, M.S.R), Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA; Centre for Medical Image Computing (J.E.I), University College London, London, UK; Computer Science and Artificial Intelligence Laboratory (J.E.I), Massachusetts Institute of Technology, Cambridge, MA, USA.

From the Department of Neurology (I.P.J, H.B, J.S, E.P, A.C, L.L, D.L, K.N.S, A.D), Department of Radiology (G.S, S.P), and Department of Emergency Medicine (G.D, C.W), Yale School of Medicine, New Haven, CT, USA; Department of Neurology (A.S, W.T.K), Center for Genomic Medicine (A.S, W.T.K), and Athinoula A. Martinos Center for Biomedical Imaging (J.E.I, M.S.R), Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA; Centre for Medical Image Computing (J.E.I), University College London, London, UK; Computer Science and Artificial Intelligence Laboratory (J.E.I), Massachusetts Institute of Technology, Cambridge, MA, USA.

From the Department of Neurology (I.P.J, H.B, J.S, E.P, A.C, L.L, D.L, K.N.S, A.D), Department of Radiology (G.S, S.P), and Department of Emergency Medicine (G.D, C.W), Yale School of Medicine, New Haven, CT, USA; Department of Neurology (A.S, W.T.K), Center for Genomic Medicine (A.S, W.T.K), and Athinoula A. Martinos Center for Biomedical Imaging (J.E.I, M.S.R), Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA; Centre for Medical Image Computing (J.E.I), University College London, London, UK; Computer Science and Artificial Intelligence Laboratory (J.E.I), Massachusetts Institute of Technology, Cambridge, MA, USA.

From the Department of Neurology (I.P.J, H.B, J.S, E.P, A.C, L.L, D.L, K.N.S, A.D), Department of Radiology (G.S, S.P), and Department of Emergency Medicine (G.D, C.W), Yale School of Medicine, New Haven, CT, USA; Department of Neurology (A.S, W.T.K), Center for Genomic Medicine (A.S, W.T.K), and Athinoula A. Martinos Center for Biomedical Imaging (J.E.I, M.S.R), Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA; Centre for Medical Image Computing (J.E.I), University College London, London, UK; Computer Science and Artificial Intelligence Laboratory (J.E.I), Massachusetts Institute of Technology, Cambridge, MA, USA.

From the Department of Neurology (I.P.J, H.B, J.S, E.P, A.C, L.L, D.L, K.N.S, A.D), Department of Radiology (G.S, S.P), and Department of Emergency Medicine (G.D, C.W), Yale School of Medicine, New Haven, CT, USA; Department of Neurology (A.S, W.T.K), Center for Genomic Medicine (A.S, W.T.K), and Athinoula A. Martinos Center for Biomedical Imaging (J.E.I, M.S.R), Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA; Centre for Medical Image Computing (J.E.I), University College London, London, UK; Computer Science and Artificial Intelligence Laboratory (J.E.I), Massachusetts Institute of Technology, Cambridge, MA, USA.

From the Department of Neurology (I.P.J, H.B, J.S, E.P, A.C, L.L, D.L, K.N.S, A.D), Department of Radiology (G.S, S.P), and Department of Emergency Medicine (G.D, C.W), Yale School of Medicine, New Haven, CT, USA; Department of Neurology (A.S, W.T.K), Center for Genomic Medicine (A.S, W.T.K), and Athinoula A. Martinos Center for Biomedical Imaging (J.E.I, M.S.R), Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA; Centre for Medical Image Computing (J.E.I), University College London, London, UK; Computer Science and Artificial Intelligence Laboratory (J.E.I), Massachusetts Institute of Technology, Cambridge, MA, USA.

From the Department of Neurology (I.P.J, H.B, J.S, E.P, A.C, L.L, D.L, K.N.S, A.D), Department of Radiology (G.S, S.P), and Department of Emergency Medicine (G.D, C.W), Yale School of Medicine, New Haven, CT, USA; Department of Neurology (A.S, W.T.K), Center for Genomic Medicine (A.S, W.T.K), and Athinoula A. Martinos Center for Biomedical Imaging (J.E.I, M.S.R), Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA; Centre for Medical Image Computing (J.E.I), University College London, London, UK; Computer Science and Artificial Intelligence Laboratory (J.E.I), Massachusetts Institute of Technology, Cambridge, MA, USA.

From the Department of Neurology (I.P.J, H.B, J.S, E.P, A.C, L.L, D.L, K.N.S, A.D), Department of Radiology (G.S, S.P), and Department of Emergency Medicine (G.D, C.W), Yale School of Medicine, New Haven, CT, USA; Department of Neurology (A.S, W.T.K), Center for Genomic Medicine (A.S, W.T.K), and Athinoula A. Martinos Center for Biomedical Imaging (J.E.I, M.S.R), Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA; Centre for Medical Image Computing (J.E.I), University College London, London, UK; Computer Science and Artificial Intelligence Laboratory (J.E.I), Massachusetts Institute of Technology, Cambridge, MA, USA.

From the Department of Neurology (I.P.J, H.B, J.S, E.P, A.C, L.L, D.L, K.N.S, A.D), Department of Radiology (G.S, S.P), and Department of Emergency Medicine (G.D, C.W), Yale School of Medicine, New Haven, CT, USA; Department of Neurology (A.S, W.T.K), Center for Genomic Medicine (A.S, W.T.K), and Athinoula A. Martinos Center for Biomedical Imaging (J.E.I, M.S.R), Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA; Centre for Medical Image Computing (J.E.I), University College London, London, UK; Computer Science and Artificial Intelligence Laboratory (J.E.I), Massachusetts Institute of Technology, Cambridge, MA, USA.

From the Department of Neurology (I.P.J, H.B, J.S, E.P, A.C, L.L, D.L, K.N.S, A.D), Department of Radiology (G.S, S.P), and Department of Emergency Medicine (G.D, C.W), Yale School of Medicine, New Haven, CT, USA; Department of Neurology (A.S, W.T.K), Center for Genomic Medicine (A.S, W.T.K), and Athinoula A. Martinos Center for Biomedical Imaging (J.E.I, M.S.R), Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA; Centre for Medical Image Computing (J.E.I), University College London, London, UK; Computer Science and Artificial Intelligence Laboratory (J.E.I), Massachusetts Institute of Technology, Cambridge, MA, USA.

From the Department of Neurology (I.P.J, H.B, J.S, E.P, A.C, L.L, D.L, K.N.S, A.D), Department of Radiology (G.S, S.P), and Department of Emergency Medicine (G.D, C.W), Yale School of Medicine, New Haven, CT, USA; Department of Neurology (A.S, W.T.K), Center for Genomic Medicine (A.S, W.T.K), and Athinoula A. Martinos Center for Biomedical Imaging (J.E.I, M.S.R), Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA; Centre for Medical Image Computing (J.E.I), University College London, London, UK; Computer Science and Artificial Intelligence Laboratory (J.E.I), Massachusetts Institute of Technology, Cambridge, MA, USA.

From the Department of Neurology (I.P.J, H.B, J.S, E.P, A.C, L.L, D.L, K.N.S, A.D), Department of Radiology (G.S, S.P), and Department of Emergency Medicine (G.D, C.W), Yale School of Medicine, New Haven, CT, USA; Department of Neurology (A.S, W.T.K), Center for Genomic Medicine (A.S, W.T.K), and Athinoula A. Martinos Center for Biomedical Imaging (J.E.I, M.S.R), Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA; Centre for Medical Image Computing (J.E.I), University College London, London, UK; Computer Science and Artificial Intelligence Laboratory (J.E.I), Massachusetts Institute of Technology, Cambridge, MA, USA.

From the Department of Neurology (I.P.J, H.B, J.S, E.P, A.C, L.L, D.L, K.N.S, A.D), Department of Radiology (G.S, S.P), and Department of Emergency Medicine (G.D, C.W), Yale School of Medicine, New Haven, CT, USA; Department of Neurology (A.S, W.T.K), Center for Genomic Medicine (A.S, W.T.K), and Athinoula A. Martinos Center for Biomedical Imaging (J.E.I, M.S.R), Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA; Centre for Medical Image Computing (J.E.I), University College London, London, UK; Computer Science and Artificial Intelligence Laboratory (J.E.I), Massachusetts Institute of Technology, Cambridge, MA, USA.

From the Department of Neurology (I.P.J, H.B, J.S, E.P, A.C, L.L, D.L, K.N.S, A.D), Department of Radiology (G.S, S.P), and Department of Emergency Medicine (G.D, C.W), Yale School of Medicine, New Haven, CT, USA; Department of Neurology (A.S, W.T.K), Center for Genomic Medicine (A.S, W.T.K), and Athinoula A. Martinos Center for Biomedical Imaging (J.E.I, M.S.R), Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA; Centre for Medical Image Computing (J.E.I), University College London, London, UK; Computer Science and Artificial Intelligence Laboratory (J.E.I), Massachusetts Institute of Technology, Cambridge, MA, USA.

From the Department of Neurology (I.P.J, H.B, J.S, E.P, A.C, L.L, D.L, K.N.S, A.D), Department of Radiology (G.S, S.P), and Department of Emergency Medicine (G.D, C.W), Yale School of Medicine, New Haven, CT, USA; Department of Neurology (A.S, W.T.K), Center for Genomic Medicine (A.S, W.T.K), and Athinoula A. Martinos Center for Biomedical Imaging (J.E.I, M.S.R), Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA; Centre for Medical Image Computing (J.E.I), University College London, London, UK; Computer Science and Artificial Intelligence Laboratory (J.E.I), Massachusetts Institute of Technology, Cambridge, MA, USA.

From the Department of Neurology (I.P.J, H.B, J.S, E.P, A.C, L.L, D.L, K.N.S, A.D), Department of Radiology (G.S, S.P), and Department of Emergency Medicine (G.D, C.W), Yale School of Medicine, New Haven, CT, USA; Department of Neurology (A.S, W.T.K), Center for Genomic Medicine (A.S, W.T.K), and Athinoula A. Martinos Center for Biomedical Imaging (J.E.I, M.S.R), Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA; Centre for Medical Image Computing (J.E.I), University College London, London, UK; Computer Science and Artificial Intelligence Laboratory (J.E.I), Massachusetts Institute of Technology, Cambridge, MA, USA.

From the Department of Neurology (I.P.J, H.B, J.S, E.P, A.C, L.L, D.L, K.N.S, A.D), Department of Radiology (G.S, S.P), and Department of Emergency Medicine (G.D, C.W), Yale School of Medicine, New Haven, CT, USA; Department of Neurology (A.S, W.T.K), Center for Genomic Medicine (A.S, W.T.K), and Athinoula A. Martinos Center for Biomedical Imaging (J.E.I, M.S.R), Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA; Centre for Medical Image Computing (J.E.I), University College London, London, UK; Computer Science and Artificial Intelligence Laboratory (J.E.I), Massachusetts Institute of Technology, Cambridge, MA, USA.