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Deep-LIBRA: An artificial-intelligence method for robust quantification of breast density with independent validation in breast cancer risk assessment.
Haji Maghsoudi, Omid; Gastounioti, Aimilia; Scott, Christopher; Pantalone, Lauren; Wu, Fang-Fang; Cohen, Eric A; Winham, Stacey; Conant, Emily F; Vachon, Celine; Kontos, Despina.
Affiliation
  • Haji Maghsoudi O; Center for Biomedical Image Computing and Analytics (CBICA), Department of Radiology, University of Pennsylvania, Philadelphia, 19104, PA, USA. Electronic address: o.maghsoudi@gmail.com.
  • Gastounioti A; Center for Biomedical Image Computing and Analytics (CBICA), Department of Radiology, University of Pennsylvania, Philadelphia, 19104, PA, USA.
  • Scott C; Department of Health Sciences Research, Mayo Clinic, Rochester, 55905, MN, USA.
  • Pantalone L; Center for Biomedical Image Computing and Analytics (CBICA), Department of Radiology, University of Pennsylvania, Philadelphia, 19104, PA, USA.
  • Wu FF; Department of Health Sciences Research, Mayo Clinic, Rochester, 55905, MN, USA.
  • Cohen EA; Center for Biomedical Image Computing and Analytics (CBICA), Department of Radiology, University of Pennsylvania, Philadelphia, 19104, PA, USA.
  • Winham S; Department of Health Sciences Research, Mayo Clinic, Rochester, 55905, MN, USA.
  • Conant EF; Center for Biomedical Image Computing and Analytics (CBICA), Department of Radiology, University of Pennsylvania, Philadelphia, 19104, PA, USA.
  • Vachon C; Department of Health Sciences Research, Mayo Clinic, Rochester, 55905, MN, USA.
  • Kontos D; Center for Biomedical Image Computing and Analytics (CBICA), Department of Radiology, University of Pennsylvania, Philadelphia, 19104, PA, USA. Electronic address: despina.kontos@pennmedicine.upenn.edu.
Med Image Anal ; 73: 102138, 2021 10.
Article in En | MEDLINE | ID: mdl-34274690
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Full text: 1 Database: MEDLINE Main subject: Breast Neoplasms / Breast Density Type of study: Diagnostic_studies / Etiology_studies / Observational_studies / Prognostic_studies / Risk_factors_studies / Screening_studies Limits: Female / Humans Language: En Journal: Med Image Anal Journal subject: DIAGNOSTICO POR IMAGEM Year: 2021 Type: Article
Fulltext
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Full text: 1 Database: MEDLINE Main subject: Breast Neoplasms / Breast Density Type of study: Diagnostic_studies / Etiology_studies / Observational_studies / Prognostic_studies / Risk_factors_studies / Screening_studies Limits: Female / Humans Language: En Journal: Med Image Anal Journal subject: DIAGNOSTICO POR IMAGEM Year: 2021 Type: Article