DTI-derived parameters differ between moderate and severe traumatic brain injury and its association with psychiatric scores.

Autor: Zaninotto AL; Speech and Feeding Disorders Lab, MGH Institute of Health Professions (MGHIHP), Boston, MA, USA. acostazaninotto@mghihp.edu.; Department of Neurology, School of Medicine, University São Paulo (USP-SP), São Paulo, SP, Brazil. acostazaninotto@mghihp.edu., Grassi DC; Laboratory of Medical Investigation, Hospital das Clínicas, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil.; Department of Radiology, Faculdade de Medicina da Universidade de São Paulo, LIM 44 -HCFMUSP, São Paulo, Brazil., Duarte D; Department of Psychiatry and Behavioural Neurosciences, McMaster University, Hamilton, ON, Canada., Rodrigues PA; Department of Neurology, School of Medicine, University São Paulo (USP-SP), São Paulo, SP, Brazil., Cardoso E; Laboratory of Medical Investigation, Hospital das Clínicas, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil.; Department of Radiology, Faculdade de Medicina da Universidade de São Paulo, LIM 44 -HCFMUSP, São Paulo, Brazil., Feltrin FS; Laboratory of Medical Investigation, Hospital das Clínicas, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil.; Department of Radiology, Faculdade de Medicina da Universidade de São Paulo, LIM 44 -HCFMUSP, São Paulo, Brazil.; Radiology Department, University of Texas Southwestern Medical Center, Dallas, TX, USA., Guirado VMP; Department of Neurology, School of Medicine, University São Paulo (USP-SP), São Paulo, SP, Brazil., Macruz FBC; Laboratory of Medical Investigation, Hospital das Clínicas, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil.; Department of Radiology, Faculdade de Medicina da Universidade de São Paulo, LIM 44 -HCFMUSP, São Paulo, Brazil., Otaduy MCG; Laboratory of Medical Investigation, Hospital das Clínicas, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil.; Department of Radiology, Faculdade de Medicina da Universidade de São Paulo, LIM 44 -HCFMUSP, São Paulo, Brazil., da Costa Leite C; Laboratory of Medical Investigation, Hospital das Clínicas, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil.; Department of Radiology, Faculdade de Medicina da Universidade de São Paulo, LIM 44 -HCFMUSP, São Paulo, Brazil., Paiva WS; Department of Neurology, School of Medicine, University São Paulo (USP-SP), São Paulo, SP, Brazil., Andrade CS; Laboratory of Medical Investigation, Hospital das Clínicas, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil.; Department of Radiology, Faculdade de Medicina da Universidade de São Paulo, LIM 44 -HCFMUSP, São Paulo, Brazil.

Publikováno v: Neurological sciences : official journal of the Italian Neurological Society and of the Italian Society of Clinical Neurophysiology [Neurol Sci] 2022 Feb; Vol. 43 (2), pp. 1343-1350. Date of Electronic Publication: 2021 Jul 15.

Longitudinal assessment of magnetization transfer ratio, brain volume, and cognitive functions in diffuse axonal injury.

Autor: Macruz FBC; Department of Radiology and Oncology, Hospital das Clínicas, Faculdade de Medicina da USP, São Paulo, Brazil., Feltrin FS; Department of Radiology and Oncology, Hospital das Clínicas, Faculdade de Medicina da USP, São Paulo, Brazil., Zaninotto A; Neuropsychology Division, Department of Neurology, Hospital das Clínicas, Faculdade de Medicina da USP, São Paulo, Brazil., Guirado VMP; Neurosurgery Division, Department of Neurology, Hospital das Clínicas, Faculdade de Medicina da USP, São Paulo, Brazil., Otaduy MCG; Department of Radiology and Oncology, Hospital das Clínicas, Faculdade de Medicina da USP, São Paulo, Brazil., Tsunemi MH; Department of Biostatistics, Universidade Estadual Paulista, Botucatu, São Paulo, Brazil., Nucci MP; Department of Radiology and Oncology, Hospital das Clínicas, Faculdade de Medicina da USP, São Paulo, Brazil., Rimkus C; Department of Radiology and Oncology, Hospital das Clínicas, Faculdade de Medicina da USP, São Paulo, Brazil., Andrade CS; Department of Radiology and Oncology, Hospital das Clínicas, Faculdade de Medicina da USP, São Paulo, Brazil., Leite CDC; Department of Radiology and Oncology, Hospital das Clínicas, Faculdade de Medicina da USP, São Paulo, Brazil.

Publikováno v: Brain and behavior [Brain Behav] 2022 Mar; Vol. 12 (3), pp. e2490. Date of Electronic Publication: 2022 Feb 01.

A Deep Learning-based Model for Detecting Abnormalities on Brain MR Images for Triaging: Preliminary Results from a Multisite Experience.

Autor: Gauriau R; MGH & BWH Center for Clinical Data Science, Ste 1303, Floor 13, 100 Cambridge St, Boston, MA 02114 (R.G., B.C.B., F.B.C.M., K.P.A.); Department of Artificial Intelligence, Diagnósticos da América, São Paulo, Brazil (B.C.B., F.C.K., O.L.J., S.F.F., M.R.T.G., L.M.V., R.C.D., E.L.G.); Head of AI, Diagnósticos da América SA, São Paulo, Brazil (F.C.K.); Department of Radiology, Federal University of Rio de Janeiro, Rio de Janeiro, Brazil (B.C.B., T.A.S., E.L.G.); Department of Radiology, Massachusetts General Hospital, Boston, Mass (B.C.B.); and Department of Radiology, Brigham and Women's Hospital and Harvard Medical School, Harvard University, Boston, Mass (K.P.A.)., Bizzo BC; MGH & BWH Center for Clinical Data Science, Ste 1303, Floor 13, 100 Cambridge St, Boston, MA 02114 (R.G., B.C.B., F.B.C.M., K.P.A.); Department of Artificial Intelligence, Diagnósticos da América, São Paulo, Brazil (B.C.B., F.C.K., O.L.J., S.F.F., M.R.T.G., L.M.V., R.C.D., E.L.G.); Head of AI, Diagnósticos da América SA, São Paulo, Brazil (F.C.K.); Department of Radiology, Federal University of Rio de Janeiro, Rio de Janeiro, Brazil (B.C.B., T.A.S., E.L.G.); Department of Radiology, Massachusetts General Hospital, Boston, Mass (B.C.B.); and Department of Radiology, Brigham and Women's Hospital and Harvard Medical School, Harvard University, Boston, Mass (K.P.A.)., Kitamura FC; MGH & BWH Center for Clinical Data Science, Ste 1303, Floor 13, 100 Cambridge St, Boston, MA 02114 (R.G., B.C.B., F.B.C.M., K.P.A.); Department of Artificial Intelligence, Diagnósticos da América, São Paulo, Brazil (B.C.B., F.C.K., O.L.J., S.F.F., M.R.T.G., L.M.V., R.C.D., E.L.G.); Head of AI, Diagnósticos da América SA, São Paulo, Brazil (F.C.K.); Department of Radiology, Federal University of Rio de Janeiro, Rio de Janeiro, Brazil (B.C.B., T.A.S., E.L.G.); Department of Radiology, Massachusetts General Hospital, Boston, Mass (B.C.B.); and Department of Radiology, Brigham and Women's Hospital and Harvard Medical School, Harvard University, Boston, Mass (K.P.A.)., Landi Junior O; MGH & BWH Center for Clinical Data Science, Ste 1303, Floor 13, 100 Cambridge St, Boston, MA 02114 (R.G., B.C.B., F.B.C.M., K.P.A.); Department of Artificial Intelligence, Diagnósticos da América, São Paulo, Brazil (B.C.B., F.C.K., O.L.J., S.F.F., M.R.T.G., L.M.V., R.C.D., E.L.G.); Head of AI, Diagnósticos da América SA, São Paulo, Brazil (F.C.K.); Department of Radiology, Federal University of Rio de Janeiro, Rio de Janeiro, Brazil (B.C.B., T.A.S., E.L.G.); Department of Radiology, Massachusetts General Hospital, Boston, Mass (B.C.B.); and Department of Radiology, Brigham and Women's Hospital and Harvard Medical School, Harvard University, Boston, Mass (K.P.A.)., Ferraciolli SF; MGH & BWH Center for Clinical Data Science, Ste 1303, Floor 13, 100 Cambridge St, Boston, MA 02114 (R.G., B.C.B., F.B.C.M., K.P.A.); Department of Artificial Intelligence, Diagnósticos da América, São Paulo, Brazil (B.C.B., F.C.K., O.L.J., S.F.F., M.R.T.G., L.M.V., R.C.D., E.L.G.); Head of AI, Diagnósticos da América SA, São Paulo, Brazil (F.C.K.); Department of Radiology, Federal University of Rio de Janeiro, Rio de Janeiro, Brazil (B.C.B., T.A.S., E.L.G.); Department of Radiology, Massachusetts General Hospital, Boston, Mass (B.C.B.); and Department of Radiology, Brigham and Women's Hospital and Harvard Medical School, Harvard University, Boston, Mass (K.P.A.)., Macruz FBC; MGH & BWH Center for Clinical Data Science, Ste 1303, Floor 13, 100 Cambridge St, Boston, MA 02114 (R.G., B.C.B., F.B.C.M., K.P.A.); Department of Artificial Intelligence, Diagnósticos da América, São Paulo, Brazil (B.C.B., F.C.K., O.L.J., S.F.F., M.R.T.G., L.M.V., R.C.D., E.L.G.); Head of AI, Diagnósticos da América SA, São Paulo, Brazil (F.C.K.); Department of Radiology, Federal University of Rio de Janeiro, Rio de Janeiro, Brazil (B.C.B., T.A.S., E.L.G.); Department of Radiology, Massachusetts General Hospital, Boston, Mass (B.C.B.); and Department of Radiology, Brigham and Women's Hospital and Harvard Medical School, Harvard University, Boston, Mass (K.P.A.)., Sanchez TA; MGH & BWH Center for Clinical Data Science, Ste 1303, Floor 13, 100 Cambridge St, Boston, MA 02114 (R.G., B.C.B., F.B.C.M., K.P.A.); Department of Artificial Intelligence, Diagnósticos da América, São Paulo, Brazil (B.C.B., F.C.K., O.L.J., S.F.F., M.R.T.G., L.M.V., R.C.D., E.L.G.); Head of AI, Diagnósticos da América SA, São Paulo, Brazil (F.C.K.); Department of Radiology, Federal University of Rio de Janeiro, Rio de Janeiro, Brazil (B.C.B., T.A.S., E.L.G.); Department of Radiology, Massachusetts General Hospital, Boston, Mass (B.C.B.); and Department of Radiology, Brigham and Women's Hospital and Harvard Medical School, Harvard University, Boston, Mass (K.P.A.)., Garcia MRT; MGH & BWH Center for Clinical Data Science, Ste 1303, Floor 13, 100 Cambridge St, Boston, MA 02114 (R.G., B.C.B., F.B.C.M., K.P.A.); Department of Artificial Intelligence, Diagnósticos da América, São Paulo, Brazil (B.C.B., F.C.K., O.L.J., S.F.F., M.R.T.G., L.M.V., R.C.D., E.L.G.); Head of AI, Diagnósticos da América SA, São Paulo, Brazil (F.C.K.); Department of Radiology, Federal University of Rio de Janeiro, Rio de Janeiro, Brazil (B.C.B., T.A.S., E.L.G.); Department of Radiology, Massachusetts General Hospital, Boston, Mass (B.C.B.); and Department of Radiology, Brigham and Women's Hospital and Harvard Medical School, Harvard University, Boston, Mass (K.P.A.)., Vedolin LM; MGH & BWH Center for Clinical Data Science, Ste 1303, Floor 13, 100 Cambridge St, Boston, MA 02114 (R.G., B.C.B., F.B.C.M., K.P.A.); Department of Artificial Intelligence, Diagnósticos da América, São Paulo, Brazil (B.C.B., F.C.K., O.L.J., S.F.F., M.R.T.G., L.M.V., R.C.D., E.L.G.); Head of AI, Diagnósticos da América SA, São Paulo, Brazil (F.C.K.); Department of Radiology, Federal University of Rio de Janeiro, Rio de Janeiro, Brazil (B.C.B., T.A.S., E.L.G.); Department of Radiology, Massachusetts General Hospital, Boston, Mass (B.C.B.); and Department of Radiology, Brigham and Women's Hospital and Harvard Medical School, Harvard University, Boston, Mass (K.P.A.)., Domingues RC; MGH & BWH Center for Clinical Data Science, Ste 1303, Floor 13, 100 Cambridge St, Boston, MA 02114 (R.G., B.C.B., F.B.C.M., K.P.A.); Department of Artificial Intelligence, Diagnósticos da América, São Paulo, Brazil (B.C.B., F.C.K., O.L.J., S.F.F., M.R.T.G., L.M.V., R.C.D., E.L.G.); Head of AI, Diagnósticos da América SA, São Paulo, Brazil (F.C.K.); Department of Radiology, Federal University of Rio de Janeiro, Rio de Janeiro, Brazil (B.C.B., T.A.S., E.L.G.); Department of Radiology, Massachusetts General Hospital, Boston, Mass (B.C.B.); and Department of Radiology, Brigham and Women's Hospital and Harvard Medical School, Harvard University, Boston, Mass (K.P.A.)., Gasparetto EL; MGH & BWH Center for Clinical Data Science, Ste 1303, Floor 13, 100 Cambridge St, Boston, MA 02114 (R.G., B.C.B., F.B.C.M., K.P.A.); Department of Artificial Intelligence, Diagnósticos da América, São Paulo, Brazil (B.C.B., F.C.K., O.L.J., S.F.F., M.R.T.G., L.M.V., R.C.D., E.L.G.); Head of AI, Diagnósticos da América SA, São Paulo, Brazil (F.C.K.); Department of Radiology, Federal University of Rio de Janeiro, Rio de Janeiro, Brazil (B.C.B., T.A.S., E.L.G.); Department of Radiology, Massachusetts General Hospital, Boston, Mass (B.C.B.); and Department of Radiology, Brigham and Women's Hospital and Harvard Medical School, Harvard University, Boston, Mass (K.P.A.)., Andriole KP; MGH & BWH Center for Clinical Data Science, Ste 1303, Floor 13, 100 Cambridge St, Boston, MA 02114 (R.G., B.C.B., F.B.C.M., K.P.A.); Department of Artificial Intelligence, Diagnósticos da América, São Paulo, Brazil (B.C.B., F.C.K., O.L.J., S.F.F., M.R.T.G., L.M.V., R.C.D., E.L.G.); Head of AI, Diagnósticos da América SA, São Paulo, Brazil (F.C.K.); Department of Radiology, Federal University of Rio de Janeiro, Rio de Janeiro, Brazil (B.C.B., T.A.S., E.L.G.); Department of Radiology, Massachusetts General Hospital, Boston, Mass (B.C.B.); and Department of Radiology, Brigham and Women's Hospital and Harvard Medical School, Harvard University, Boston, Mass (K.P.A.).

Publikováno v: Radiology. Artificial intelligence [Radiol Artif Intell] 2021 Apr 21; Vol. 3 (4), pp. e200184. Date of Electronic Publication: 2021 Apr 21 (Print Publication: 2021).

KI-gestützte, automatisierte Aortenmorphometrie am Computertomogramm. (German)

Autor: Hatzl, Johannes, Barb, Alexandru, Böckler, Dittmar, Uhl, Christian

Publikováno v: Gefaesschirurgie; Oct2024, Vol. 29 Issue 6, p338-345, 8p

Systematic Review of Artificial Intelligence for Abnormality Detection in High-volume Neuroimaging and Subgroup Meta-analysis for Intracranial Hemorrhage Detection.

Autor: Agarwal, Siddharth, Wood, David, Grzeda, Mariusz, Suresh, Chandhini, Din, Munaib, Cole, James, Modat, Marc, Booth, Thomas C

Publikováno v: Clinical Neuroradiology; Dec2023, Vol. 33 Issue 4, p943-956, 14p