Automatic detection of acromegaly from facial photographs using machine learning methods

Automatic detection of acromegaly from facial photographs using machine learning methods

<strong>Background</strong> Automatic early detection of acromegaly is theoretically possible from facial photographs, which can lessen the prevalence and increase the cure probability. <strong>Methods</strong> In this study, several popular machine learning algorithms were...

Disgrifiad llawn

Manylion Llyfryddiaeth
Prif Awduron:	Kong, X, Gong, S, Su, L, Howard, N, Kong, Y
Fformat:	Journal article
Iaith:	English
Cyhoeddwyd:	Elsevier 2017

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Pregnancy in acromegaly
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NEOPLASMS IN ACROMEGALY
gan: I. D. Chikh, et al.
Cyhoeddwyd: (2017-01-01)

Acromegaly in pregnancy
gan: T George Koshy, et al.
Cyhoeddwyd: (2012-01-01)

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gan: Maged Sultan Alhammadi, et al.
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Guidelines for acromegaly management.
gan: Melmed, S, et al.
Cyhoeddwyd: (2002)

Analysis of Sasang constitutional types using facial features with compensation for photographic distance
gan: Jun-Hyeong Do, et al.
Cyhoeddwyd: (2012-12-01)

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