Literature DB >> 29250566

Down syndrome detection based on facial features using a geometric descriptor.

Jadisha Yarif Ramírez Cornejo1, Helio Pedrini1, Ariane Machado-Lima2, Fátima de Lourdes Dos Santos Nunes2.   

Abstract

Down syndrome is one of the most common genetic disorders caused by chromosome abnormalities in humans. Among other physical characteristics, certain facial features are typically associated in people with Down syndrome. We investigate the problem of Down syndrome detection from a collection of face images. As the main contribution, a compact geometric descriptor is used to extract facial features from the images. Experiments are conducted on an available dataset to demonstrate the performance of the proposed methodology.

Entities:  

Keywords:  Down syndrome; appearance descriptor; geometric descriptor; image analysis

Year:  2017        PMID: 29250566      PMCID: PMC5726980          DOI: 10.1117/1.JMI.4.4.044008

Source DB:  PubMed          Journal:  J Med Imaging (Bellingham)        ISSN: 2329-4302


  15 in total

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2.  Down syndrome diagnosis based on Gabor Wavelet Transform.

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Review 3.  Medical update for children with Down syndrome for the pediatrician and family practitioner.

Authors:  Fran Hickey; Erin Hickey; Karen L Summar
Journal:  Adv Pediatr       Date:  2012

Review 4.  Dysmorphology demystified.

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5.  Protocols to establish genotype-phenotype correlations in Down syndrome.

Authors:  C J Epstein; J R Korenberg; G Annerén; S E Antonarakis; S Aymé; E Courchesne; L B Epstein; A Fowler; Y Groner; J L Huret
Journal:  Am J Hum Genet       Date:  1991-07       Impact factor: 11.025

6.  Syndrome identification based on 2D analysis software.

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Review 7.  Health and disease in adults with Down syndrome.

Authors:  Eva Albertsen Malt; Renate Charlotte Dahl; Trine Marie Haugsand; Ingebjørg H Ulvestad; Nina Merete Emilsen; Børre Hansen; Yon Eduin Galezo Cardenas; Rolf Olof Skøld; Anne Tove Berge Thorsen; Eva Merete Male Davidsen
Journal:  Tidsskr Nor Laegeforen       Date:  2013-02-05

8.  Hierarchical constrained local model using ICA and its application to Down syndrome detection.

Authors:  Qian Zhao; Kazunori Okada; Kenneth Rosenbaum; Dina J Zand; Raymond Sze; Marshall Summar; Marius George Linguraru
Journal:  Med Image Comput Comput Assist Interv       Date:  2013

Review 9.  Molecular genetic analysis of Down syndrome.

Authors:  David Patterson
Journal:  Hum Genet       Date:  2009-06-13       Impact factor: 4.132

10.  Diagnostically relevant facial gestalt information from ordinary photos.

Authors:  Quentin Ferry; Julia Steinberg; Caleb Webber; David R FitzPatrick; Chris P Ponting; Andrew Zisserman; Christoffer Nellåker
Journal:  Elife       Date:  2014-06-24       Impact factor: 8.140

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2.  Machine learning-based classification of the movements of children with profound or severe intellectual or multiple disabilities using environment data features.

Authors:  Von Ralph Dane Marquez Herbuela; Tomonori Karita; Yoshiya Furukawa; Yoshinori Wada; Akihiro Toya; Shuichiro Senba; Eiko Onishi; Tatsuo Saeki
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  2 in total

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