Utilizing deep convolutional neural architecture with attention mechanism for objective diagnosis of schizophrenia using wearable IoMT devices
Author:
Publisher
Springer Science and Business Media LLC
Subject
Computer Networks and Communications,Hardware and Architecture,Media Technology,Software
Link
https://link.springer.com/content/pdf/10.1007/s11042-023-17119-6.pdf
Reference48 articles.
1. Arora A, Chakraborty P, Bhatia MP (2021) Intervention of wearables and smartphones in real time monitoring of sleep and behavioral health: an assessment using adaptive neuro-fuzzy technique. Arabi J Sci Eng 47:1999–2024
2. Laursen TM, Nordentoft M, Mortensen PB (2014) Excess early mortality in schizophrenia. Ann Rev Clin Psychol 10:425–448. https://doi.org/10.1146/annurev-clinpsy-032813-153657
3. Zanello A, Berthoud L, Ventura J, Merlo MC (2013) The brief psychiatric rating scale (version 4.0) factorial structure and its sensitivity in the treatment of outpatients with unipolar depression. Psych Res 210(2):626–633. https://doi.org/10.1016/j.psychres.2013.07.001
4. Kumari S, Malik M, Florival C, Manalai P, Sonje S (2017) An Assessment of Five (PANSS, SAPS, SANS, NSA-16, CGI-SCH) commonly used symptoms rating scales in schizophrenia and comparison to newer scales (CAINS, BNSS). J Addict Res Ther 8(3):324. https://doi.org/10.4172/2155-6105.1000324
5. Sadeghi D, Shoeibi A, Ghassemi N, Moridian P, Khadem A, Alizadehsani R, Teshnehlab M, Gorriz JM, Khozeimeh F, Zhang YD, Nahavandi S, Acharya UR (2022) An overview of artificial intelligence techniques for diagnosis of Schizophrenia based on magnetic resonance imaging modalities: Methods, challenges, and future works. Comput Biol Med 146:105554. https://doi.org/10.1016/j.compbiomed.2022.105554
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