Using machine learning model explanations to identify proteins related to severity of meibomian gland dysfunction

Meibomian gland dysfunction is the most common cause of dry eye disease and leads to significantly reduced quality of life and social burdens. Because meibomian gland dysfunction results in impaired function of the tear film lipid layer, studying the expression of tear proteins might increase the un...

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Vydané v:	Scientific reports Ročník 13; číslo 1; s. 22946 - 13
Hlavní autori:	Storås, Andrea M., Fineide, Fredrik, Magnø, Morten, Thiede, Bernd, Chen, Xiangjun, Strümke, Inga, Halvorsen, Pål, Galtung, Hilde, Jensen, Janicke L., Utheim, Tor P., Riegler, Michael A.
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	London Nature Publishing Group UK 22.12.2023 Nature Publishing Group Nature Portfolio
Predmet:	631/114/1305 631/114/663 639/705/117 692/308/53 692/53/2421 692/699/3161/3163 Eye diseases Glands Humanities and Social Sciences Learning algorithms Machine learning multidisciplinary Proteins Proteomics Quality of life Science Science (multidisciplinary)
ISSN:	2045-2322, 2045-2322
On-line prístup:	Získať plný text
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