Pseudo-resting-state functional MRI derived from dynamic susceptibility contrast perfusion MRI can predict cognitive impairment in glioma

From the UCLA Brain Tumor Imaging Laboratory (BTIL), Center for Computer Vision and Imaging Biomarkers (N.S.C., C.W., F.S., S.O., J.Y., B.M.E.), Department of Radiological Sciences (N.S.C., C.W., F.S., S.O., J.Y., N.S., B.M.E.), Department of Bioengineering (N.S.C., B.M.E.), Medical Scientist Training Program (N.S.C.), Department of Psychiatry and Biobehavioral Sciences (K.V.D., B.M.E.), UCLA Neuro-Oncology Program (A.L., T.F.C., P.L.N.), Department of Neurology (A.L., T.F.C., P.L.N.), Department of Neurosurgery (B.M.E.), University of California, Los Angeles, Los Angeles, CA, USA.

From the UCLA Brain Tumor Imaging Laboratory (BTIL), Center for Computer Vision and Imaging Biomarkers (N.S.C., C.W., F.S., S.O., J.Y., B.M.E.), Department of Radiological Sciences (N.S.C., C.W., F.S., S.O., J.Y., N.S., B.M.E.), Department of Bioengineering (N.S.C., B.M.E.), Medical Scientist Training Program (N.S.C.), Department of Psychiatry and Biobehavioral Sciences (K.V.D., B.M.E.), UCLA Neuro-Oncology Program (A.L., T.F.C., P.L.N.), Department of Neurology (A.L., T.F.C., P.L.N.), Department of Neurosurgery (B.M.E.), University of California, Los Angeles, Los Angeles, CA, USA.

From the UCLA Brain Tumor Imaging Laboratory (BTIL), Center for Computer Vision and Imaging Biomarkers (N.S.C., C.W., F.S., S.O., J.Y., B.M.E.), Department of Radiological Sciences (N.S.C., C.W., F.S., S.O., J.Y., N.S., B.M.E.), Department of Bioengineering (N.S.C., B.M.E.), Medical Scientist Training Program (N.S.C.), Department of Psychiatry and Biobehavioral Sciences (K.V.D., B.M.E.), UCLA Neuro-Oncology Program (A.L., T.F.C., P.L.N.), Department of Neurology (A.L., T.F.C., P.L.N.), Department of Neurosurgery (B.M.E.), University of California, Los Angeles, Los Angeles, CA, USA.

From the UCLA Brain Tumor Imaging Laboratory (BTIL), Center for Computer Vision and Imaging Biomarkers (N.S.C., C.W., F.S., S.O., J.Y., B.M.E.), Department of Radiological Sciences (N.S.C., C.W., F.S., S.O., J.Y., N.S., B.M.E.), Department of Bioengineering (N.S.C., B.M.E.), Medical Scientist Training Program (N.S.C.), Department of Psychiatry and Biobehavioral Sciences (K.V.D., B.M.E.), UCLA Neuro-Oncology Program (A.L., T.F.C., P.L.N.), Department of Neurology (A.L., T.F.C., P.L.N.), Department of Neurosurgery (B.M.E.), University of California, Los Angeles, Los Angeles, CA, USA.

From the UCLA Brain Tumor Imaging Laboratory (BTIL), Center for Computer Vision and Imaging Biomarkers (N.S.C., C.W., F.S., S.O., J.Y., B.M.E.), Department of Radiological Sciences (N.S.C., C.W., F.S., S.O., J.Y., N.S., B.M.E.), Department of Bioengineering (N.S.C., B.M.E.), Medical Scientist Training Program (N.S.C.), Department of Psychiatry and Biobehavioral Sciences (K.V.D., B.M.E.), UCLA Neuro-Oncology Program (A.L., T.F.C., P.L.N.), Department of Neurology (A.L., T.F.C., P.L.N.), Department of Neurosurgery (B.M.E.), University of California, Los Angeles, Los Angeles, CA, USA.

From the UCLA Brain Tumor Imaging Laboratory (BTIL), Center for Computer Vision and Imaging Biomarkers (N.S.C., C.W., F.S., S.O., J.Y., B.M.E.), Department of Radiological Sciences (N.S.C., C.W., F.S., S.O., J.Y., N.S., B.M.E.), Department of Bioengineering (N.S.C., B.M.E.), Medical Scientist Training Program (N.S.C.), Department of Psychiatry and Biobehavioral Sciences (K.V.D., B.M.E.), UCLA Neuro-Oncology Program (A.L., T.F.C., P.L.N.), Department of Neurology (A.L., T.F.C., P.L.N.), Department of Neurosurgery (B.M.E.), University of California, Los Angeles, Los Angeles, CA, USA.

From the UCLA Brain Tumor Imaging Laboratory (BTIL), Center for Computer Vision and Imaging Biomarkers (N.S.C., C.W., F.S., S.O., J.Y., B.M.E.), Department of Radiological Sciences (N.S.C., C.W., F.S., S.O., J.Y., N.S., B.M.E.), Department of Bioengineering (N.S.C., B.M.E.), Medical Scientist Training Program (N.S.C.), Department of Psychiatry and Biobehavioral Sciences (K.V.D., B.M.E.), UCLA Neuro-Oncology Program (A.L., T.F.C., P.L.N.), Department of Neurology (A.L., T.F.C., P.L.N.), Department of Neurosurgery (B.M.E.), University of California, Los Angeles, Los Angeles, CA, USA.

From the UCLA Brain Tumor Imaging Laboratory (BTIL), Center for Computer Vision and Imaging Biomarkers (N.S.C., C.W., F.S., S.O., J.Y., B.M.E.), Department of Radiological Sciences (N.S.C., C.W., F.S., S.O., J.Y., N.S., B.M.E.), Department of Bioengineering (N.S.C., B.M.E.), Medical Scientist Training Program (N.S.C.), Department of Psychiatry and Biobehavioral Sciences (K.V.D., B.M.E.), UCLA Neuro-Oncology Program (A.L., T.F.C., P.L.N.), Department of Neurology (A.L., T.F.C., P.L.N.), Department of Neurosurgery (B.M.E.), University of California, Los Angeles, Los Angeles, CA, USA.

From the UCLA Brain Tumor Imaging Laboratory (BTIL), Center for Computer Vision and Imaging Biomarkers (N.S.C., C.W., F.S., S.O., J.Y., B.M.E.), Department of Radiological Sciences (N.S.C., C.W., F.S., S.O., J.Y., N.S., B.M.E.), Department of Bioengineering (N.S.C., B.M.E.), Medical Scientist Training Program (N.S.C.), Department of Psychiatry and Biobehavioral Sciences (K.V.D., B.M.E.), UCLA Neuro-Oncology Program (A.L., T.F.C., P.L.N.), Department of Neurology (A.L., T.F.C., P.L.N.), Department of Neurosurgery (B.M.E.), University of California, Los Angeles, Los Angeles, CA, USA.

From the UCLA Brain Tumor Imaging Laboratory (BTIL), Center for Computer Vision and Imaging Biomarkers (N.S.C., C.W., F.S., S.O., J.Y., B.M.E.), Department of Radiological Sciences (N.S.C., C.W., F.S., S.O., J.Y., N.S., B.M.E.), Department of Bioengineering (N.S.C., B.M.E.), Medical Scientist Training Program (N.S.C.), Department of Psychiatry and Biobehavioral Sciences (K.V.D., B.M.E.), UCLA Neuro-Oncology Program (A.L., T.F.C., P.L.N.), Department of Neurology (A.L., T.F.C., P.L.N.), Department of Neurosurgery (B.M.E.), University of California, Los Angeles, Los Angeles, CA, USA.

From the UCLA Brain Tumor Imaging Laboratory (BTIL), Center for Computer Vision and Imaging Biomarkers (N.S.C., C.W., F.S., S.O., J.Y., B.M.E.), Department of Radiological Sciences (N.S.C., C.W., F.S., S.O., J.Y., N.S., B.M.E.), Department of Bioengineering (N.S.C., B.M.E.), Medical Scientist Training Program (N.S.C.), Department of Psychiatry and Biobehavioral Sciences (K.V.D., B.M.E.), UCLA Neuro-Oncology Program (A.L., T.F.C., P.L.N.), Department of Neurology (A.L., T.F.C., P.L.N.), Department of Neurosurgery (B.M.E.), University of California, Los Angeles, Los Angeles, CA, USA.