Facial expression deep learning algorithms in the detection of neurological disorders: a systematic review and meta-analysis.
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| Title: | Facial expression deep learning algorithms in the detection of neurological disorders: a systematic review and meta-analysis. |
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| Authors: | Yoonesi S; Department of Psychology, Central Tehran Branch, Islamic Azad University, Tehran, Iran., Abedi Azar R; Laboratory for Robotic Research, Iran University of Science and Technology, Tehran, Iran., Arab Bafrani M; Students' Scientific Research Center (SSRC), Tehran University of Medical Sciences, Tehran, Iran., Yaghmayee S; Nervous System Stem Cells Research Center, Semnan University of Medical Sciences, Semnan, Iran., Shahavand H; School of Medicine, Iran University of Medical Sciences, Tehran, Iran., Mirmazloumi M; Guilan University of Medical Science, Guilan, Iran., Moazeni Limoudehi N; Student Research Committee, School of Paramedical and Rehabilitation Sciences, Mashhad University of Medical Sciences, Mashhad, Iran., Rahmani M; Student Research Committee, Zanjan University of Medical Sciences, Zanjan, Iran., Hasany S; Tehran Medical Sciences, Islamic Azad University, Tehran, Iran., Idjadi FZ; Faculty of Medicine, Iran University of Medical Sciences (IUMS), Tehran, Iran., Aalipour MA; Shahid Beheshti University of Medical Sciences, Tehran, Iran., Gharedaghi H; School of Medicine, Zanjan University of Medical Science, Zanjan, Iran., Salehi S; Student Research Committee, Iran University of Medical Sciences, Tehran, Iran., Asadi Anar M; College of Medicine, University of Arizona, 1501 N Campbell Ave, Tucson, AZ, 85724, USA. Mahsa.boz@gmail.com., Soleimani MS; Fasa University of Medical Science, Fars, Iran. Soliemani.saeed@gmail.com. |
| Source: | Biomedical engineering online [Biomed Eng Online] 2025 May 22; Vol. 24 (1), pp. 64. Date of Electronic Publication: 2025 May 22. |
| Publication Type: | Journal Article; Meta-Analysis; Systematic Review |
| Journal Info: | Publisher: BioMed Central Country of Publication: England NLM ID: 101147518 Publication Model: Electronic Cited Medium: Internet ISSN: 1475-925X (Electronic) Linking ISSN: 1475925X NLM ISO Abbreviation: Biomed Eng Online Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
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| ISSN: | 1475-925X |
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| DOI: | 10.1186/s12938-025-01396-3 |
