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Accurate Patient-Specific Machine Learning Models of Glioblastoma Invasion Using Transfer Learning.
Hu, L S; Yoon, H; Eschbacher, J M; Baxter, L C; Dueck, A C; Nespodzany, A; Smith, K A; Nakaji, P; Xu, Y; Wang, L; Karis, J P; Hawkins-Daarud, A J; Singleton, K W; Jackson, P R; Anderies, B J; Bendok, B R; Zimmerman, R S; Quarles, C; Porter-Umphrey, A B; Mrugala, M M; Sharma, A; Hoxworth, J M; Sattur, M G; Sanai, N; Koulemberis, P E; Krishna, C; Mitchell, J R; Wu, T; Tran, N L; Swanson, K R; Li, J.
Afiliação
  • Hu LS; From the Department of Radiology (L.S.H., J.M.H., J.R.M., T.W., J.L.) Hu.Leland@Mayo.Edu.
  • Yoon H; Arizona State University (H.Y., Y.X., L.W., T.W., J.L.), Tempe, Arizona.
  • Eschbacher JM; Departments of Pathology (J.M.E.).
  • Baxter LC; Radiology (L.C.B., A.N., J.P.K.).
  • Dueck AC; Department of Biostatistics (A.C.D.), Mayo Clinic in Arizona, Scottsdale, Arizona.
  • Nespodzany A; Radiology (L.C.B., A.N., J.P.K.).
  • Smith KA; Neurosurgery (K.A.S., P.N., N.S.).
  • Nakaji P; Neurosurgery (K.A.S., P.N., N.S.).
  • Xu Y; Arizona State University (H.Y., Y.X., L.W., T.W., J.L.), Tempe, Arizona.
  • Wang L; Arizona State University (H.Y., Y.X., L.W., T.W., J.L.), Tempe, Arizona.
  • Karis JP; Radiology (L.C.B., A.N., J.P.K.).
  • Hawkins-Daarud AJ; Precision Neurotherapeutics Lab (A.J.H.-D., K.W.S., P.R.J, B.R.B., K.R.S.).
  • Singleton KW; Precision Neurotherapeutics Lab (A.J.H.-D., K.W.S., P.R.J, B.R.B., K.R.S.).
  • Jackson PR; Precision Neurotherapeutics Lab (A.J.H.-D., K.W.S., P.R.J, B.R.B., K.R.S.).
  • Anderies BJ; Department of Neurosurgery (B.J.A., B.R.B., R.S.Z., M.G.S., P.E.K., C.K., K.R.S.).
  • Bendok BR; Precision Neurotherapeutics Lab (A.J.H.-D., K.W.S., P.R.J, B.R.B., K.R.S.).
  • Zimmerman RS; Department of Neurosurgery (B.J.A., B.R.B., R.S.Z., M.G.S., P.E.K., C.K., K.R.S.).
  • Quarles C; Department of Neurosurgery (B.J.A., B.R.B., R.S.Z., M.G.S., P.E.K., C.K., K.R.S.).
  • Porter-Umphrey AB; Neuroimaging Research (C.Q.), Barrow Neurological Institute, Phoenix, Arizona.
  • Mrugala MM; Department of Neuro-Oncology (A.B.P.-U., M.M.M., A.S.).
  • Sharma A; Department of Neuro-Oncology (A.B.P.-U., M.M.M., A.S.).
  • Hoxworth JM; Department of Neuro-Oncology (A.B.P.-U., M.M.M., A.S.).
  • Sattur MG; From the Department of Radiology (L.S.H., J.M.H., J.R.M., T.W., J.L.).
  • Sanai N; Department of Neurosurgery (B.J.A., B.R.B., R.S.Z., M.G.S., P.E.K., C.K., K.R.S.).
  • Koulemberis PE; Neurosurgery (K.A.S., P.N., N.S.).
  • Krishna C; Department of Neurosurgery (B.J.A., B.R.B., R.S.Z., M.G.S., P.E.K., C.K., K.R.S.).
  • Mitchell JR; Department of Neurosurgery (B.J.A., B.R.B., R.S.Z., M.G.S., P.E.K., C.K., K.R.S.).
  • Wu T; From the Department of Radiology (L.S.H., J.M.H., J.R.M., T.W., J.L.).
  • Tran NL; H. Lee Moffitt Cancer Center and Research Institute (J.R.M.), Tampa, Florida.
  • Swanson KR; From the Department of Radiology (L.S.H., J.M.H., J.R.M., T.W., J.L.).
  • Li J; Arizona State University (H.Y., Y.X., L.W., T.W., J.L.), Tempe, Arizona.
AJNR Am J Neuroradiol ; 40(3): 418-425, 2019 03.
Article em En | MEDLINE | ID: mdl-30819771
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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Neoplasias Encefálicas / Glioblastoma / Neuroimagem / Aprendizado de Máquina Tipo de estudo: Prognostic_studies Limite: Adult / Aged / Female / Humans / Male / Middle aged Idioma: En Revista: AJNR Am J Neuroradiol Ano de publicação: 2019 Tipo de documento: Article
Texto completo
Imprimir
XML
PubMed Links
Buscar no Google

Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Neoplasias Encefálicas / Glioblastoma / Neuroimagem / Aprendizado de Máquina Tipo de estudo: Prognostic_studies Limite: Adult / Aged / Female / Humans / Male / Middle aged Idioma: En Revista: AJNR Am J Neuroradiol Ano de publicação: 2019 Tipo de documento: Article