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Geometric morphometrics aided by machine learning in craniofacial surgery

van de Lande, LS; Papaioannou, A; Dunaway, DJ; (2019) Geometric morphometrics aided by machine learning in craniofacial surgery. Journal of Orthodontics , 46 (1) pp. 81-83. 10.1177/1465312519840030. Green open access

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Abstract

Geometric morphometrics aided by machine learning provide detailed and accurate statistical models of facial form. They promise to be extremely effective tools in surgical planning and assessment; however, a clinical tool to use this information is still to be created.

Type: Article
Title: Geometric morphometrics aided by machine learning in craniofacial surgery
Location: England
Open access status: An open access version is available from UCL Discovery
DOI: 10.1177/1465312519840030
Publisher version: https://doi.org/10.1177%2F1465312519840030
Language: English
Additional information: This version is the author accepted manuscript. For information on re-use, please refer to the publisher’s terms and conditions.
Keywords: craniofacial surgery, Large Scale Face Model, morphometrics, statistical shape modelling
UCL classification: UCL
UCL > Provost and Vice Provost Offices > School of Life and Medical Sciences
UCL > Provost and Vice Provost Offices > School of Life and Medical Sciences > Faculty of Population Health Sciences > UCL GOS Institute of Child Health
UCL > Provost and Vice Provost Offices > School of Life and Medical Sciences > Faculty of Population Health Sciences > UCL GOS Institute of Child Health > Developmental Biology and Cancer Dept
URI: https://discovery.ucl.ac.uk/id/eprint/10079155
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