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Digital Image Analysis of Heterogeneous Tuberculosis Pulmonary Pathology in Non-Clinical Animal Models using Deep Convolutional Neural Networks.
Asay, Bryce C; Edwards, Blake Blue; Andrews, Jenna; Ramey, Michelle E; Richard, Jameson D; Podell, Brendan K; Gutiérrez, Juan F Muñoz; Frank, Chad B; Magunda, Forgivemore; Robertson, Gregory T; Lyons, Michael; Ben-Hur, Asa; Lenaerts, Anne J.
Afiliación
  • Asay BC; Mycobacteria Research Laboratories, Department of Microbiology, Immunology and Pathology, Colorado State University, Fort Collins, Colorado, United States of America.
  • Edwards BB; Mycobacteria Research Laboratories, Department of Microbiology, Immunology and Pathology, Colorado State University, Fort Collins, Colorado, United States of America.
  • Andrews J; Department of Computer Science, Colorado State University, Fort Collins, Colorado, United States of America.
  • Ramey ME; Mycobacteria Research Laboratories, Department of Microbiology, Immunology and Pathology, Colorado State University, Fort Collins, Colorado, United States of America.
  • Richard JD; Mycobacteria Research Laboratories, Department of Microbiology, Immunology and Pathology, Colorado State University, Fort Collins, Colorado, United States of America.
  • Podell BK; Mycobacteria Research Laboratories, Department of Microbiology, Immunology and Pathology, Colorado State University, Fort Collins, Colorado, United States of America.
  • Gutiérrez JFM; Mycobacteria Research Laboratories, Department of Microbiology, Immunology and Pathology, Colorado State University, Fort Collins, Colorado, United States of America.
  • Frank CB; Mycobacteria Research Laboratories, Department of Microbiology, Immunology and Pathology, Colorado State University, Fort Collins, Colorado, United States of America.
  • Magunda F; Mycobacteria Research Laboratories, Department of Microbiology, Immunology and Pathology, Colorado State University, Fort Collins, Colorado, United States of America.
  • Robertson GT; Mycobacteria Research Laboratories, Department of Microbiology, Immunology and Pathology, Colorado State University, Fort Collins, Colorado, United States of America.
  • Lyons M; Mycobacteria Research Laboratories, Department of Microbiology, Immunology and Pathology, Colorado State University, Fort Collins, Colorado, United States of America.
  • Ben-Hur A; Mycobacteria Research Laboratories, Department of Microbiology, Immunology and Pathology, Colorado State University, Fort Collins, Colorado, United States of America.
  • Lenaerts AJ; Department of Computer Science, Colorado State University, Fort Collins, Colorado, United States of America.
Sci Rep ; 10(1): 6047, 2020 04 08.
Article en En | MEDLINE | ID: mdl-32269234
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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Contexto en salud: 2_ODS3 / 3_ND Problema de salud: 2_enfermedades_transmissibles / 3_neglected_diseases / 3_tuberculosis Asunto principal: Tuberculosis Pulmonar / Procesamiento de Imagen Asistido por Computador / Pulmón / Mycobacterium tuberculosis Tipo de estudio: Guideline / Prognostic_studies Límite: Animals / Humans Idioma: En Revista: Sci Rep Año: 2020 Tipo del documento: Article País de afiliación: Estados Unidos
Texto completo
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PubMed Links
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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Contexto en salud: 2_ODS3 / 3_ND Problema de salud: 2_enfermedades_transmissibles / 3_neglected_diseases / 3_tuberculosis Asunto principal: Tuberculosis Pulmonar / Procesamiento de Imagen Asistido por Computador / Pulmón / Mycobacterium tuberculosis Tipo de estudio: Guideline / Prognostic_studies Límite: Animals / Humans Idioma: En Revista: Sci Rep Año: 2020 Tipo del documento: Article País de afiliación: Estados Unidos