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Simplified Transfer Learning for Chest Radiography Models Using Less Data.
Sellergren, Andrew B; Chen, Christina; Nabulsi, Zaid; Li, Yuanzhen; Maschinot, Aaron; Sarna, Aaron; Huang, Jenny; Lau, Charles; Kalidindi, Sreenivasa Raju; Etemadi, Mozziyar; Garcia-Vicente, Florencia; Melnick, David; Liu, Yun; Eswaran, Krish; Tse, Daniel; Beladia, Neeral; Krishnan, Dilip; Shetty, Shravya.
Afiliação
  • Sellergren AB; From Google Health, Google, 3400 Hillview Ave, Palo Alto, CA 94304 (A.B.S., C.C., Z.N., Y. Liu, K.E., D.T., N.B., S.S.); Google Research, Cambridge, Mass (Y. Li, A.M., A.S., J.H., D.K.); Google via Advanced Clinical, Deerfield, Ill (C.L.); Apollo Radiology International, Hyderabad, India (S.R.K.); a
  • Chen C; From Google Health, Google, 3400 Hillview Ave, Palo Alto, CA 94304 (A.B.S., C.C., Z.N., Y. Liu, K.E., D.T., N.B., S.S.); Google Research, Cambridge, Mass (Y. Li, A.M., A.S., J.H., D.K.); Google via Advanced Clinical, Deerfield, Ill (C.L.); Apollo Radiology International, Hyderabad, India (S.R.K.); a
  • Nabulsi Z; From Google Health, Google, 3400 Hillview Ave, Palo Alto, CA 94304 (A.B.S., C.C., Z.N., Y. Liu, K.E., D.T., N.B., S.S.); Google Research, Cambridge, Mass (Y. Li, A.M., A.S., J.H., D.K.); Google via Advanced Clinical, Deerfield, Ill (C.L.); Apollo Radiology International, Hyderabad, India (S.R.K.); a
  • Li Y; From Google Health, Google, 3400 Hillview Ave, Palo Alto, CA 94304 (A.B.S., C.C., Z.N., Y. Liu, K.E., D.T., N.B., S.S.); Google Research, Cambridge, Mass (Y. Li, A.M., A.S., J.H., D.K.); Google via Advanced Clinical, Deerfield, Ill (C.L.); Apollo Radiology International, Hyderabad, India (S.R.K.); a
  • Maschinot A; From Google Health, Google, 3400 Hillview Ave, Palo Alto, CA 94304 (A.B.S., C.C., Z.N., Y. Liu, K.E., D.T., N.B., S.S.); Google Research, Cambridge, Mass (Y. Li, A.M., A.S., J.H., D.K.); Google via Advanced Clinical, Deerfield, Ill (C.L.); Apollo Radiology International, Hyderabad, India (S.R.K.); a
  • Sarna A; From Google Health, Google, 3400 Hillview Ave, Palo Alto, CA 94304 (A.B.S., C.C., Z.N., Y. Liu, K.E., D.T., N.B., S.S.); Google Research, Cambridge, Mass (Y. Li, A.M., A.S., J.H., D.K.); Google via Advanced Clinical, Deerfield, Ill (C.L.); Apollo Radiology International, Hyderabad, India (S.R.K.); a
  • Huang J; From Google Health, Google, 3400 Hillview Ave, Palo Alto, CA 94304 (A.B.S., C.C., Z.N., Y. Liu, K.E., D.T., N.B., S.S.); Google Research, Cambridge, Mass (Y. Li, A.M., A.S., J.H., D.K.); Google via Advanced Clinical, Deerfield, Ill (C.L.); Apollo Radiology International, Hyderabad, India (S.R.K.); a
  • Lau C; From Google Health, Google, 3400 Hillview Ave, Palo Alto, CA 94304 (A.B.S., C.C., Z.N., Y. Liu, K.E., D.T., N.B., S.S.); Google Research, Cambridge, Mass (Y. Li, A.M., A.S., J.H., D.K.); Google via Advanced Clinical, Deerfield, Ill (C.L.); Apollo Radiology International, Hyderabad, India (S.R.K.); a
  • Kalidindi SR; From Google Health, Google, 3400 Hillview Ave, Palo Alto, CA 94304 (A.B.S., C.C., Z.N., Y. Liu, K.E., D.T., N.B., S.S.); Google Research, Cambridge, Mass (Y. Li, A.M., A.S., J.H., D.K.); Google via Advanced Clinical, Deerfield, Ill (C.L.); Apollo Radiology International, Hyderabad, India (S.R.K.); a
  • Etemadi M; From Google Health, Google, 3400 Hillview Ave, Palo Alto, CA 94304 (A.B.S., C.C., Z.N., Y. Liu, K.E., D.T., N.B., S.S.); Google Research, Cambridge, Mass (Y. Li, A.M., A.S., J.H., D.K.); Google via Advanced Clinical, Deerfield, Ill (C.L.); Apollo Radiology International, Hyderabad, India (S.R.K.); a
  • Garcia-Vicente F; From Google Health, Google, 3400 Hillview Ave, Palo Alto, CA 94304 (A.B.S., C.C., Z.N., Y. Liu, K.E., D.T., N.B., S.S.); Google Research, Cambridge, Mass (Y. Li, A.M., A.S., J.H., D.K.); Google via Advanced Clinical, Deerfield, Ill (C.L.); Apollo Radiology International, Hyderabad, India (S.R.K.); a
  • Melnick D; From Google Health, Google, 3400 Hillview Ave, Palo Alto, CA 94304 (A.B.S., C.C., Z.N., Y. Liu, K.E., D.T., N.B., S.S.); Google Research, Cambridge, Mass (Y. Li, A.M., A.S., J.H., D.K.); Google via Advanced Clinical, Deerfield, Ill (C.L.); Apollo Radiology International, Hyderabad, India (S.R.K.); a
  • Liu Y; From Google Health, Google, 3400 Hillview Ave, Palo Alto, CA 94304 (A.B.S., C.C., Z.N., Y. Liu, K.E., D.T., N.B., S.S.); Google Research, Cambridge, Mass (Y. Li, A.M., A.S., J.H., D.K.); Google via Advanced Clinical, Deerfield, Ill (C.L.); Apollo Radiology International, Hyderabad, India (S.R.K.); a
  • Eswaran K; From Google Health, Google, 3400 Hillview Ave, Palo Alto, CA 94304 (A.B.S., C.C., Z.N., Y. Liu, K.E., D.T., N.B., S.S.); Google Research, Cambridge, Mass (Y. Li, A.M., A.S., J.H., D.K.); Google via Advanced Clinical, Deerfield, Ill (C.L.); Apollo Radiology International, Hyderabad, India (S.R.K.); a
  • Tse D; From Google Health, Google, 3400 Hillview Ave, Palo Alto, CA 94304 (A.B.S., C.C., Z.N., Y. Liu, K.E., D.T., N.B., S.S.); Google Research, Cambridge, Mass (Y. Li, A.M., A.S., J.H., D.K.); Google via Advanced Clinical, Deerfield, Ill (C.L.); Apollo Radiology International, Hyderabad, India (S.R.K.); a
  • Beladia N; From Google Health, Google, 3400 Hillview Ave, Palo Alto, CA 94304 (A.B.S., C.C., Z.N., Y. Liu, K.E., D.T., N.B., S.S.); Google Research, Cambridge, Mass (Y. Li, A.M., A.S., J.H., D.K.); Google via Advanced Clinical, Deerfield, Ill (C.L.); Apollo Radiology International, Hyderabad, India (S.R.K.); a
  • Krishnan D; From Google Health, Google, 3400 Hillview Ave, Palo Alto, CA 94304 (A.B.S., C.C., Z.N., Y. Liu, K.E., D.T., N.B., S.S.); Google Research, Cambridge, Mass (Y. Li, A.M., A.S., J.H., D.K.); Google via Advanced Clinical, Deerfield, Ill (C.L.); Apollo Radiology International, Hyderabad, India (S.R.K.); a
  • Shetty S; From Google Health, Google, 3400 Hillview Ave, Palo Alto, CA 94304 (A.B.S., C.C., Z.N., Y. Liu, K.E., D.T., N.B., S.S.); Google Research, Cambridge, Mass (Y. Li, A.M., A.S., J.H., D.K.); Google via Advanced Clinical, Deerfield, Ill (C.L.); Apollo Radiology International, Hyderabad, India (S.R.K.); a
Radiology ; 305(2): 454-465, 2022 11.
Article em En | MEDLINE | ID: mdl-35852426
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Texto completo: 1 Coleções: 01-internacional Contexto em Saúde: 3_ND / 4_TD Base de dados: MEDLINE Assunto principal: Aprendizado Profundo / COVID-19 Tipo de estudo: Diagnostic_studies / Observational_studies / Prognostic_studies Limite: Humans Idioma: En Revista: Radiology Ano de publicação: 2022 Tipo de documento: Article
Texto completo
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XML
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Texto completo: 1 Coleções: 01-internacional Contexto em Saúde: 3_ND / 4_TD Base de dados: MEDLINE Assunto principal: Aprendizado Profundo / COVID-19 Tipo de estudo: Diagnostic_studies / Observational_studies / Prognostic_studies Limite: Humans Idioma: En Revista: Radiology Ano de publicação: 2022 Tipo de documento: Article