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Object recognition in medical images via anatomy-guided deep learning.
Jin, Chao; Udupa, Jayaram K; Zhao, Liming; Tong, Yubing; Odhner, Dewey; Pednekar, Gargi; Nag, Sanghita; Lewis, Sharon; Poole, Nicholas; Mannikeri, Sutirth; Govindasamy, Sudarshana; Singh, Aarushi; Camaratta, Joe; Owens, Steve; Torigian, Drew A.
Affiliation
  • Jin C; Medical Image Processing Group, 602 Goddard building, 3710 Hamilton Walk, Department of Radiology, University of Pennsylvania, Philadelphia, PA 19104, United States.
  • Udupa JK; Medical Image Processing Group, 602 Goddard building, 3710 Hamilton Walk, Department of Radiology, University of Pennsylvania, Philadelphia, PA 19104, United States. Electronic address: jay@pennmedicine.upenn.edu.
  • Zhao L; Medical Image Processing Group, 602 Goddard building, 3710 Hamilton Walk, Department of Radiology, University of Pennsylvania, Philadelphia, PA 19104, United States.
  • Tong Y; Medical Image Processing Group, 602 Goddard building, 3710 Hamilton Walk, Department of Radiology, University of Pennsylvania, Philadelphia, PA 19104, United States.
  • Odhner D; Medical Image Processing Group, 602 Goddard building, 3710 Hamilton Walk, Department of Radiology, University of Pennsylvania, Philadelphia, PA 19104, United States.
  • Pednekar G; Quantitative Radiology Solutions, LLC, 3675 Market Street, Suite 200, Philadelphia, PA 19104, United States.
  • Nag S; Quantitative Radiology Solutions, LLC, 3675 Market Street, Suite 200, Philadelphia, PA 19104, United States.
  • Lewis S; Quantitative Radiology Solutions, LLC, 3675 Market Street, Suite 200, Philadelphia, PA 19104, United States.
  • Poole N; Medical Image Processing Group, 602 Goddard building, 3710 Hamilton Walk, Department of Radiology, University of Pennsylvania, Philadelphia, PA 19104, United States.
  • Mannikeri S; Medical Image Processing Group, 602 Goddard building, 3710 Hamilton Walk, Department of Radiology, University of Pennsylvania, Philadelphia, PA 19104, United States.
  • Govindasamy S; Medical Image Processing Group, 602 Goddard building, 3710 Hamilton Walk, Department of Radiology, University of Pennsylvania, Philadelphia, PA 19104, United States.
  • Singh A; Medical Image Processing Group, 602 Goddard building, 3710 Hamilton Walk, Department of Radiology, University of Pennsylvania, Philadelphia, PA 19104, United States.
  • Camaratta J; Quantitative Radiology Solutions, LLC, 3675 Market Street, Suite 200, Philadelphia, PA 19104, United States.
  • Owens S; Quantitative Radiology Solutions, LLC, 3675 Market Street, Suite 200, Philadelphia, PA 19104, United States.
  • Torigian DA; Medical Image Processing Group, 602 Goddard building, 3710 Hamilton Walk, Department of Radiology, University of Pennsylvania, Philadelphia, PA 19104, United States.
Med Image Anal ; 81: 102527, 2022 10.
Article in En | MEDLINE | ID: mdl-35830745
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Image Processing, Computer-Assisted / Deep Learning Type of study: Guideline / Prognostic_studies Limits: Humans Language: En Journal: Med Image Anal Journal subject: DIAGNOSTICO POR IMAGEM Year: 2022 Document type: Article Affiliation country: Estados Unidos Country of publication: Países Bajos
Fulltext
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Image Processing, Computer-Assisted / Deep Learning Type of study: Guideline / Prognostic_studies Limits: Humans Language: En Journal: Med Image Anal Journal subject: DIAGNOSTICO POR IMAGEM Year: 2022 Document type: Article Affiliation country: Estados Unidos Country of publication: Países Bajos