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Combined Transfer Learning and Test-Time Augmentation Improves Convolutional Neural Network-Based Semantic Segmentation of Prostate Cancer from Multi-Parametric MR Images.
Hoar, David; Lee, Peter Q; Guida, Alessandro; Patterson, Steven; Bowen, Chris V; Merrimen, Jennifer; Wang, Cheng; Rendon, Ricardo; Beyea, Steven D; Clarke, Sharon E.
Affiliation
  • Hoar D; Department of Electrical and Computer Engineering, Dalhousie University, Halifax, NS, Canada.
  • Lee PQ; Faculty of Computer Science, Dalhousie University, Halifax, NS, Canada.
  • Guida A; Biomedical Translational Imaging Centre, Nova Scotia Health Authority and IWK Health Centre, Halifax, NS, Canada.
  • Patterson S; Biomedical Translational Imaging Centre, Nova Scotia Health Authority and IWK Health Centre, Halifax, NS, Canada.
  • Bowen CV; Biomedical Translational Imaging Centre, Nova Scotia Health Authority and IWK Health Centre, Halifax, NS, Canada; Department of Diagnostic Radiology, Dalhousie University, Halifax, NS, Canada.
  • Merrimen J; Department of Pathology, Dalhousie University, Halifax, NS, Canada.
  • Wang C; Department of Pathology, Dalhousie University, Halifax, NS, Canada.
  • Rendon R; Department of Urology, Dalhousie University, Halifax, NS, Canada.
  • Beyea SD; Biomedical Translational Imaging Centre, Nova Scotia Health Authority and IWK Health Centre, Halifax, NS, Canada; Department of Diagnostic Radiology, Dalhousie University, Halifax, NS, Canada.
  • Clarke SE; Biomedical Translational Imaging Centre, Nova Scotia Health Authority and IWK Health Centre, Halifax, NS, Canada; Department of Diagnostic Radiology, Dalhousie University, Halifax, NS, Canada. Electronic address: sharon.clarke@dal.ca.
Comput Methods Programs Biomed ; 210: 106375, 2021 Oct.
Article in En | MEDLINE | ID: mdl-34500139
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Prostatic Neoplasms / Semantics Type of study: Prognostic_studies Limits: Humans / Male Language: En Journal: Comput Methods Programs Biomed Journal subject: INFORMATICA MEDICA Year: 2021 Document type: Article Affiliation country: Canada Country of publication: Ireland
Fulltext
Add to My VHL
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Prostatic Neoplasms / Semantics Type of study: Prognostic_studies Limits: Humans / Male Language: En Journal: Comput Methods Programs Biomed Journal subject: INFORMATICA MEDICA Year: 2021 Document type: Article Affiliation country: Canada Country of publication: Ireland