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Training radiomics-based CNNs for clinical outcome prediction: Challenges, strategies and findings.
Pang, Shuchao; Field, Matthew; Dowling, Jason; Vinod, Shalini; Holloway, Lois; Sowmya, Arcot.
Affiliation
  • Pang S; School of Computer Science and Engineering, University of New South Wales, Sydney, NSW, Australia; Medical Physics, Ingham Institute for Applied Medical Research, Liverpool, NSW, Australia. Electronic address: shuchao.pang@unsw.edu.au.
  • Field M; Medical Physics, Ingham Institute for Applied Medical Research, Liverpool, NSW, Australia; South Western Sydney Clinical School, University of New South Wales, Liverpool, NSW, Australia. Electronic address: matthew.field@unsw.edu.au.
  • Dowling J; Faculty of Medicine, University of New South Wales, Sydney, NSW, Australia; The Australian e-Health and Research Centre, CSIRO Health and Biosecurity, Herston, QLD, Australia. Electronic address: jason.dowling@csiro.au.
  • Vinod S; South Western Sydney Clinical School, University of New South Wales, Liverpool, NSW, Australia; Liverpool & Macarthur Cancer Therapy Centres, Liverpool Hospital, Liverpool, NSW, Australia. Electronic address: Shalini.Vinod@health.nsw.gov.au.
  • Holloway L; Medical Physics, Ingham Institute for Applied Medical Research, Liverpool, NSW, Australia; South Western Sydney Clinical School, University of New South Wales, Liverpool, NSW, Australia; Liverpool & Macarthur Cancer Therapy Centres, Liverpool Hospital, Liverpool, NSW, Australia. Electronic addre
  • Sowmya A; School of Computer Science and Engineering, University of New South Wales, Sydney, NSW, Australia. Electronic address: a.sowmya@unsw.edu.au.
Artif Intell Med ; 123: 102230, 2022 01.
Article de En | MEDLINE | ID: mdl-34998514
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Texte intégral: 1 Collection: 01-internacional Base de données: MEDLINE Sujet principal: Tomodensitométrie / Tumeurs de la tête et du cou Type d'étude: Diagnostic_studies / Prognostic_studies / Risk_factors_studies Limites: Humans Langue: En Journal: Artif Intell Med Sujet du journal: INFORMATICA MEDICA Année: 2022 Type de document: Article Pays de publication: Pays-Bas
Texte intégral
Ajouter à My VHL
Imprimer
XML
PubMed Links
Recherche sur Google

Texte intégral: 1 Collection: 01-internacional Base de données: MEDLINE Sujet principal: Tomodensitométrie / Tumeurs de la tête et du cou Type d'étude: Diagnostic_studies / Prognostic_studies / Risk_factors_studies Limites: Humans Langue: En Journal: Artif Intell Med Sujet du journal: INFORMATICA MEDICA Année: 2022 Type de document: Article Pays de publication: Pays-Bas