Smartphone-based digital phenotyping for dry eye toward P4 medicine: a crowdsourced cross-sectional study

Smartphone-based digital phenotyping for dry eye toward P4 medicine: a crowdsourced cross-sectional study

Abstract Multidimensional integrative data analysis of digital phenotyping is crucial for elucidating the pathologies of multifactorial and heterogeneous diseases, such as the dry eye (DE). This crowdsourced cross-sectional study explored a novel smartphone-based digital phenotyping strategy to stra...

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Bibliographic Details
Main Authors: Takenori Inomata, Masahiro Nakamura, Jaemyoung Sung, Akie Midorikawa-Inomata, Masao Iwagami, Kenta Fujio, Yasutsugu Akasaki, Yuichi Okumura, Keiichi Fujimoto, Atsuko Eguchi, Maria Miura, Ken Nagino, Hurramhon Shokirova, Jun Zhu, Mizu Kuwahara, Kunihiko Hirosawa, Reza Dana, Akira Murakami
Format: Article
Language:English
Published: Nature Portfolio 2021-12-01
Series:npj Digital Medicine
Online Access:https://doi.org/10.1038/s41746-021-00540-2

Internet

https://doi.org/10.1038/s41746-021-00540-2

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