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Application of Deep Multi-Scale Representation Learning Based on Eye-Tracking and Facial Expression Data in Cognitive Decline Assessment.

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Title: Application of Deep Multi-Scale Representation Learning Based on Eye-Tracking and Facial Expression Data in Cognitive Decline Assessment.
Authors: Xue Y; Shanghai Key Laboratory of Intelligent Manufacturing and Robotics, School of Mechatronic Engineering and Automation, Shanghai University, Shanghai 200444, China., Luo X; Shanghai Key Laboratory of Intelligent Manufacturing and Robotics, School of Mechatronic Engineering and Automation, Shanghai University, Shanghai 200444, China., Guo S; National Demonstration Center for Experiment Engineering Training Education, Shanghai University, Shanghai 200444, China.; School of Mechatronic Engineering and Automation, Shanghai University, Shanghai 200444, China., Song T; Shanghai Key Laboratory of Intelligent Manufacturing and Robotics, School of Mechatronic Engineering and Automation, Shanghai University, Shanghai 200444, China.
Source: Sensors (Basel, Switzerland) [Sensors (Basel)] 2026 Apr 23; Vol. 26 (9). Date of Electronic Publication: 2026 Apr 23.
Publication Type: Journal Article
Journal Info: Publisher: MDPI Country of Publication: Switzerland NLM ID: 101204366 Publication Model: Electronic Cited Medium: Internet ISSN: 1424-8220 (Electronic) Linking ISSN: 14248220 NLM ISO Abbreviation: Sensors (Basel) Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Application of Deep Multi-Scale Representation Learning Based on Eye-Tracking and Facial Expression Data in Cognitive Decline Assessment.
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  Data: <searchLink fieldCode="AU" term="%22Xue+Y%22">Xue Y</searchLink>; Shanghai Key Laboratory of Intelligent Manufacturing and Robotics, School of Mechatronic Engineering and Automation, Shanghai University, Shanghai 200444, China.<br /><searchLink fieldCode="AU" term="%22Luo+X%22">Luo X</searchLink>; Shanghai Key Laboratory of Intelligent Manufacturing and Robotics, School of Mechatronic Engineering and Automation, Shanghai University, Shanghai 200444, China.<br /><searchLink fieldCode="AU" term="%22Guo+S%22">Guo S</searchLink>; National Demonstration Center for Experiment Engineering Training Education, Shanghai University, Shanghai 200444, China.; School of Mechatronic Engineering and Automation, Shanghai University, Shanghai 200444, China.<br /><searchLink fieldCode="AU" term="%22Song+T%22">Song T</searchLink>; Shanghai Key Laboratory of Intelligent Manufacturing and Robotics, School of Mechatronic Engineering and Automation, Shanghai University, Shanghai 200444, China.
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  Data: <searchLink fieldCode="JN" term="%22101204366%22">Sensors (Basel, Switzerland)</searchLink> [Sensors (Basel)] 2026 Apr 23; Vol. 26 (9). <i>Date of Electronic Publication: </i>2026 Apr 23.
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        Value: 10.3390/s26092600
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        Text: English
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      – TitleFull: Application of Deep Multi-Scale Representation Learning Based on Eye-Tracking and Facial Expression Data in Cognitive Decline Assessment.
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              Text: 2026 Apr 23
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