Radiomics Repeatability Pitfalls in a Scan-Rescan MRI Study of Glioblastoma.

Autor: Hoebel KV; Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology (K.V.H., J.B.P., A.L.B., K.C., P.S., J.M.B., M.C.P., B.R.R., J.K.C.), and Stephen E. and Catherine Pappas Center for Neuro-Oncology (T.T.B., E.R.G.), Massachusetts General Hospital, 149 13th St, Charlestown, MA 02129; and Harvard-MIT Division of Health Sciences and Technology, Cambridge, Mass (K.V.H., J.B.P., K.C.)., Patel JB; Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology (K.V.H., J.B.P., A.L.B., K.C., P.S., J.M.B., M.C.P., B.R.R., J.K.C.), and Stephen E. and Catherine Pappas Center for Neuro-Oncology (T.T.B., E.R.G.), Massachusetts General Hospital, 149 13th St, Charlestown, MA 02129; and Harvard-MIT Division of Health Sciences and Technology, Cambridge, Mass (K.V.H., J.B.P., K.C.)., Beers AL; Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology (K.V.H., J.B.P., A.L.B., K.C., P.S., J.M.B., M.C.P., B.R.R., J.K.C.), and Stephen E. and Catherine Pappas Center for Neuro-Oncology (T.T.B., E.R.G.), Massachusetts General Hospital, 149 13th St, Charlestown, MA 02129; and Harvard-MIT Division of Health Sciences and Technology, Cambridge, Mass (K.V.H., J.B.P., K.C.)., Chang K; Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology (K.V.H., J.B.P., A.L.B., K.C., P.S., J.M.B., M.C.P., B.R.R., J.K.C.), and Stephen E. and Catherine Pappas Center for Neuro-Oncology (T.T.B., E.R.G.), Massachusetts General Hospital, 149 13th St, Charlestown, MA 02129; and Harvard-MIT Division of Health Sciences and Technology, Cambridge, Mass (K.V.H., J.B.P., K.C.)., Singh P; Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology (K.V.H., J.B.P., A.L.B., K.C., P.S., J.M.B., M.C.P., B.R.R., J.K.C.), and Stephen E. and Catherine Pappas Center for Neuro-Oncology (T.T.B., E.R.G.), Massachusetts General Hospital, 149 13th St, Charlestown, MA 02129; and Harvard-MIT Division of Health Sciences and Technology, Cambridge, Mass (K.V.H., J.B.P., K.C.)., Brown JM; Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology (K.V.H., J.B.P., A.L.B., K.C., P.S., J.M.B., M.C.P., B.R.R., J.K.C.), and Stephen E. and Catherine Pappas Center for Neuro-Oncology (T.T.B., E.R.G.), Massachusetts General Hospital, 149 13th St, Charlestown, MA 02129; and Harvard-MIT Division of Health Sciences and Technology, Cambridge, Mass (K.V.H., J.B.P., K.C.)., Pinho MC; Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology (K.V.H., J.B.P., A.L.B., K.C., P.S., J.M.B., M.C.P., B.R.R., J.K.C.), and Stephen E. and Catherine Pappas Center for Neuro-Oncology (T.T.B., E.R.G.), Massachusetts General Hospital, 149 13th St, Charlestown, MA 02129; and Harvard-MIT Division of Health Sciences and Technology, Cambridge, Mass (K.V.H., J.B.P., K.C.)., Batchelor TT; Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology (K.V.H., J.B.P., A.L.B., K.C., P.S., J.M.B., M.C.P., B.R.R., J.K.C.), and Stephen E. and Catherine Pappas Center for Neuro-Oncology (T.T.B., E.R.G.), Massachusetts General Hospital, 149 13th St, Charlestown, MA 02129; and Harvard-MIT Division of Health Sciences and Technology, Cambridge, Mass (K.V.H., J.B.P., K.C.)., Gerstner ER; Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology (K.V.H., J.B.P., A.L.B., K.C., P.S., J.M.B., M.C.P., B.R.R., J.K.C.), and Stephen E. and Catherine Pappas Center for Neuro-Oncology (T.T.B., E.R.G.), Massachusetts General Hospital, 149 13th St, Charlestown, MA 02129; and Harvard-MIT Division of Health Sciences and Technology, Cambridge, Mass (K.V.H., J.B.P., K.C.)., Rosen BR; Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology (K.V.H., J.B.P., A.L.B., K.C., P.S., J.M.B., M.C.P., B.R.R., J.K.C.), and Stephen E. and Catherine Pappas Center for Neuro-Oncology (T.T.B., E.R.G.), Massachusetts General Hospital, 149 13th St, Charlestown, MA 02129; and Harvard-MIT Division of Health Sciences and Technology, Cambridge, Mass (K.V.H., J.B.P., K.C.)., Kalpathy-Cramer J; Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology (K.V.H., J.B.P., A.L.B., K.C., P.S., J.M.B., M.C.P., B.R.R., J.K.C.), and Stephen E. and Catherine Pappas Center for Neuro-Oncology (T.T.B., E.R.G.), Massachusetts General Hospital, 149 13th St, Charlestown, MA 02129; and Harvard-MIT Division of Health Sciences and Technology, Cambridge, Mass (K.V.H., J.B.P., K.C.).

Publikováno v: Radiology. Artificial intelligence [Radiol Artif Intell] 2020 Dec 16; Vol. 3 (1), pp. e190199. Date of Electronic Publication: 2020 Dec 16 (Print Publication: 2021).

Evaluating the Use of rCBV as a Tumor Grade and Treatment Response Classifier Across NCI Quantitative Imaging Network Sites: Part II of the DSC-MRI Digital Reference Object (DRO) Challenge.

Autor: Bell LC; Division of Neuroimaging Research, Barrow Neurological Institute, Phoenix, AZ., Semmineh N; Division of Neuroimaging Research, Barrow Neurological Institute, Phoenix, AZ., An H; Mallinckrodt Institute of Radiology, Washington University in St. Louis, St. Louis, MO., Eldeniz C; Mallinckrodt Institute of Radiology, Washington University in St. Louis, St. Louis, MO., Wahl R; Mallinckrodt Institute of Radiology, Washington University in St. Louis, St. Louis, MO., Schmainda KM; Departments of Radiology; and.; Biophysics, Medical College of Wisconsin, Milwaukee, WI., Prah MA; Biophysics, Medical College of Wisconsin, Milwaukee, WI., Erickson BJ; Department of Radiology, Mayo Clinic, Rochester, MN., Korfiatis P; Department of Radiology, Mayo Clinic, Rochester, MN., Wu C; Oden Institute for Computational Engineering and Sciences, Departments of Biomedical Engineering, Diagnostic Medicine, and Oncology, Livestrong Cancer Institutes, University of Texas at Austin, Austin, TX., Sorace AG; Department of Radiology, University of Alabama at Birmingham, Birmingham, AL., Yankeelov TE; Oden Institute for Computational Engineering and Sciences, Departments of Biomedical Engineering, Diagnostic Medicine, and Oncology, Livestrong Cancer Institutes, University of Texas at Austin, Austin, TX., Rutledge N; Oden Institute for Computational Engineering and Sciences, Departments of Biomedical Engineering, Diagnostic Medicine, and Oncology, Livestrong Cancer Institutes, University of Texas at Austin, Austin, TX., Chenevert TL; Department of Radiology, University of Michigan, Ann Arbor, MI., Malyarenko D; Department of Radiology, University of Michigan, Ann Arbor, MI., Liu Y; UT Health San Antonio, San Antonio, TX., Brenner A; UT Health San Antonio, San Antonio, TX., Hu LS; Department of Radiology, Mayo Clinic, Scottsdale, AZ., Zhou Y; Department of Radiology, Mayo Clinic, Scottsdale, AZ., Boxerman JL; Department of Diagnostic Imaging, Rhode Island Hospital and Alpert Medical School of Brown University, Providence, RI., Yen YF; Department of Radiology, MGH-Martinos Center for Biomedical Imaging, Boston, MA., Kalpathy-Cramer J; Department of Radiology, MGH-Martinos Center for Biomedical Imaging, Boston, MA., Beers AL; Department of Radiology, MGH-Martinos Center for Biomedical Imaging, Boston, MA., Muzi M; Radiology, University of Washington, Seattle, WA., Madhuranthakam AJ; Department of Radiology, UT Southwestern Medical Center, Dallas, TX; and., Pinho M; Department of Radiology, UT Southwestern Medical Center, Dallas, TX; and., Johnson B; Department of Radiology, UT Southwestern Medical Center, Dallas, TX; and.; Philips Healthcare, Gainesville, FL., Quarles CC; Division of Neuroimaging Research, Barrow Neurological Institute, Phoenix, AZ.

Publikováno v: Tomography (Ann Arbor, Mich.) [Tomography] 2020 Jun; Vol. 6 (2), pp. 203-208.

Automatic assessment of glioma burden: a deep learning algorithm for fully automated volumetric and bidimensional measurement.

Autor: Chang K; Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Boston, Massachusetts, USA., Beers AL; Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Boston, Massachusetts, USA., Bai HX; Department of Radiology, Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania, USA., Brown JM; Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Boston, Massachusetts, USA., Ly KI; Stephen E. and Catherine Pappas Center for Neuro-Oncology, Massachusetts General Hospital, Boston, Massachusetts, USA., Li X; Department of Neurosurgery, Xiangya Hospital, Central South University, Changsha, Hunan, China., Senders JT; Computational Neuroscience Outcomes Center, Department of Neurosurgery, Brigham and Women's Hospital, Boston, Massachusetts, USA., Kavouridis VK; Computational Neuroscience Outcomes Center, Department of Neurosurgery, Brigham and Women's Hospital, Boston, Massachusetts, USA., Boaro A; Computational Neuroscience Outcomes Center, Department of Neurosurgery, Brigham and Women's Hospital, Boston, Massachusetts, USA., Su C; Yale School of Medicine, New Haven, Connecticut, USA., Bi WL; Center for Skull Base and Pituitary Surgery, Department of Neurosurgery, Brigham and Women's Hospital, Boston, Massachusetts, USA., Rapalino O; Department of Radiology, Massachusetts General Hospital, Boston, Massachusetts, USA., Liao W; Department of Radiology, Xiangya Hospital, Central South University, Changsha, Hunan, China., Shen Q; Department of Radiology, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China., Zhou H; Department of Neurology, Xiangya Hospital, Central South University, Changsha, Hunan, China., Xiao B; Department of Neurology, Xiangya Hospital, Central South University, Changsha, Hunan, China., Wang Y; Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China., Zhang PJ; Department of Pathology and Laboratory Medicine, Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania, USA., Pinho MC; Department of Radiology and Advanced Imaging Research Center, UT Southwestern Medical Center, Dallas, Texas, USA., Wen PY; Center For Neuro-Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts, USA., Batchelor TT; Department of Neurology, Brigham and Women's Hospital, Boston, Massachusetts, USA., Boxerman JL; Department of Diagnostic Imaging, Rhode Island Hospital and Alpert Medical School of Brown University, Providence, Rhode Island, USA., Arnaout O; Computational Neuroscience Outcomes Center, Department of Neurosurgery, Brigham and Women's Hospital, Boston, Massachusetts, USA., Rosen BR; Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Boston, Massachusetts, USA., Gerstner ER; Stephen E. and Catherine Pappas Center for Neuro-Oncology, Massachusetts General Hospital, Boston, Massachusetts, USA., Yang L; Department of Neurology, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China., Huang RY; Department of Radiology, Brigham and Women's Hospital, Boston, Massachusetts, USA., Kalpathy-Cramer J; Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Boston, Massachusetts, USA.

Publikováno v: Neuro-oncology [Neuro Oncol] 2019 Nov 04; Vol. 21 (11), pp. 1412-1422.

ISLES 2016 and 2017-Benchmarking Ischemic Stroke Lesion Outcome Prediction Based on Multispectral MRI.

Autor: Winzeck S; University Division of Anaesthesia, Department of Medicine, University of Cambridge, Cambridge, United Kingdom., Hakim A; Support Center of Advanced Neuroimaging (SCAN), Institute of Diagnostic and Interventional Neuroradiology, University of Bern, Inselspital, Bern University Hospital, Bern, Switzerland., McKinley R; Support Center of Advanced Neuroimaging (SCAN), Institute of Diagnostic and Interventional Neuroradiology, University of Bern, Inselspital, Bern University Hospital, Bern, Switzerland., Pinto JAADSR; CMEMS-UMinho Research Unit, University of Minho, Braga, Portugal., Alves V; CMEMS-UMinho Research Unit, University of Minho, Braga, Portugal., Silva C; CMEMS-UMinho Research Unit, University of Minho, Braga, Portugal., Pisov M; Moscow Institute of Physics and Technology, Dolgoprudny, Russia.; Institute for Information Transmission Problems (RAS), Moscow, Russia., Krivov E; Institute for Information Transmission Problems (RAS), Moscow, Russia., Belyaev M; Institute for Information Transmission Problems (RAS), Moscow, Russia., Monteiro M; Instituto de Engenharia de Sostemas e Computadores Investigacã e Desenvolvimento, Lisbon, Portugal., Oliveira A; Instituto de Engenharia de Sostemas e Computadores Investigacã e Desenvolvimento, Lisbon, Portugal., Choi Y; Department of Statistics, Seoul National University, Seoul, South Korea., Paik MC; Department of Statistics, Seoul National University, Seoul, South Korea., Kwon Y; Department of Statistics, Seoul National University, Seoul, South Korea., Lee H; Department of Statistics, Seoul National University, Seoul, South Korea., Kim BJ; Department of Neurology and Cerebrovascular Center, Seoul National University Bundang Hospital, Seongnam, South Korea., Won JH; Department of Statistics, Seoul National University, Seoul, South Korea., Islam M; Department of Biomedical Engineering, National University of Singapore, Singapore, Singapore., Ren H; Department of Biomedical Engineering, National University of Singapore, Singapore, Singapore., Robben D; ESAT-PSI, KU Leuven, Leuven, Belgium., Suetens P; ESAT-PSI, KU Leuven, Leuven, Belgium., Gong E; Electrical Engineering and Radiology, Stanford University, Stanford, CA, United States., Niu Y; Computer Science, Tsinghua University, Beijing, China., Xu J; Electrical Engineering and Radiology, Stanford University, Stanford, CA, United States., Pauly JM; Electrical Engineering and Radiology, Stanford University, Stanford, CA, United States., Lucas C; Institute of Medical Informatics, Universität zu Lübeck, Lübeck, Germany., Heinrich MP; Institute of Medical Informatics, Universität zu Lübeck, Lübeck, Germany., Rivera LC; Biomedical Engineering, University of Los Andes, Bogotá, Colombia., Castillo LS; Biomedical Engineering, University of Los Andes, Bogotá, Colombia., Daza LA; Biomedical Engineering, University of Los Andes, Bogotá, Colombia., Beers AL; Athinoula A. Martinos Center for Biomedical Imaging, Harvard, MA, United States., Arbelaezs P; Biomedical Engineering, University of Los Andes, Bogotá, Colombia., Maier O; Institute of Medical Informatics, Universität zu Lübeck, Lübeck, Germany., Chang K; Athinoula A. Martinos Center for Biomedical Imaging, Harvard, MA, United States., Brown JM; Athinoula A. Martinos Center for Biomedical Imaging, Harvard, MA, United States., Kalpathy-Cramer J; Athinoula A. Martinos Center for Biomedical Imaging, Harvard, MA, United States., Zaharchuk G; Department of Radiology, Stanford University, Stanford, CA, United States., Wiest R; Support Center of Advanced Neuroimaging (SCAN), Institute of Diagnostic and Interventional Neuroradiology, University of Bern, Inselspital, Bern University Hospital, Bern, Switzerland., Reyes M; Medical Image Analysis, Institute for Surgical Technology and Biomechanics, University of Bern, Bern, Switzerland.

Publikováno v: Frontiers in neurology [Front Neurol] 2018 Sep 13; Vol. 9, pp. 679. Date of Electronic Publication: 2018 Sep 13 (Print Publication: 2018).