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I2I - From illusion to illumination: A neoteric deep learning model for recognizing medical situation actions using depth sensors data.

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Title: I2I - From illusion to illumination: A neoteric deep learning model for recognizing medical situation actions using depth sensors data.
Authors: Sultana S; College of Computer Science and Information Systems, Institute of Business Management, Karachi, Sindh, Pakistan.; Malaysian Institute of Information Technology, Universiti Kuala Lumpur, Jalan Sultan Ismail, Kuala Lumpur, Malaysia., Tanweer E; Software Engineering Department, NED University of Engineering & Technology, University Road, Karachi, Pakistan., Alam MM; Faculty of Computing, Riphah International University, Islamabad, Pakistan., Nazim S; Department of Computer Science, Bahria University, Islamabad, Pakistan., Prasad M; Faculty of Engineering and Information technology, School of Computer Science, University of Technology Sydney, Sydney, Australia., Mustapha JC; Malaysian Institute of Information Technology, Universiti Kuala Lumpur, Jalan Sultan Ismail, Kuala Lumpur, Malaysia., Su'ud MM; Faculty of Computing and Informatics, Multimedia University, Cyberjaya, Malaysia.
Source: PloS one [PLoS One] 2026 May 18; Vol. 21 (5), pp. e0337646. Date of Electronic Publication: 2026 May 18 (Print Publication: 2026).
Publication Type: Journal Article
Journal Info: Publisher: Public Library of Science Country of Publication: United States NLM ID: 101285081 Publication Model: eCollection Cited Medium: Internet ISSN: 1932-6203 (Electronic) Linking ISSN: 19326203 NLM ISO Abbreviation: PLoS One Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Sultana+S%22">Sultana S</searchLink>; College of Computer Science and Information Systems, Institute of Business Management, Karachi, Sindh, Pakistan.; Malaysian Institute of Information Technology, Universiti Kuala Lumpur, Jalan Sultan Ismail, Kuala Lumpur, Malaysia.<br /><searchLink fieldCode="AU" term="%22Tanweer+E%22">Tanweer E</searchLink>; Software Engineering Department, NED University of Engineering & Technology, University Road, Karachi, Pakistan.<br /><searchLink fieldCode="AU" term="%22Alam+MM%22">Alam MM</searchLink>; Faculty of Computing, Riphah International University, Islamabad, Pakistan.<br /><searchLink fieldCode="AU" term="%22Nazim+S%22">Nazim S</searchLink>; Department of Computer Science, Bahria University, Islamabad, Pakistan.<br /><searchLink fieldCode="AU" term="%22Prasad+M%22">Prasad M</searchLink>; Faculty of Engineering and Information technology, School of Computer Science, University of Technology Sydney, Sydney, Australia.<br /><searchLink fieldCode="AU" term="%22Mustapha+JC%22">Mustapha JC</searchLink>; Malaysian Institute of Information Technology, Universiti Kuala Lumpur, Jalan Sultan Ismail, Kuala Lumpur, Malaysia.<br /><searchLink fieldCode="AU" term="%22Su'ud+MM%22">Su'ud MM</searchLink>; Faculty of Computing and Informatics, Multimedia University, Cyberjaya, Malaysia.
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  Data: <searchLink fieldCode="JN" term="%22101285081%22">PloS one</searchLink> [PLoS One] 2026 May 18; Vol. 21 (5), pp. e0337646. <i>Date of Electronic Publication: </i>2026 May 18 (<i>Print Publication: </i>2026).
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