Search Results - Wanting Zhang
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The impact of sleep on the Th17/Treg axis and cytokine levels in patients with major depressive disorder
Published 2025-09-01Get full textA cross-sectional study was designed to investigate the relationship between immune parameters and sleep quality in patients with depression, in which 65 depression patients and 63 healthy controls were enrolled between August 2021 and June 2024, with sleep assessments ultimately completed by 59 dep...
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Joint Modulation Format Identification and OSNR Monitoring Using Cascaded Neural Network With Transfer Learning
Published 2021-01-01Get full textWe propose a cascaded neural network (NN) to simultaneously identify the modulation formats and monitor the optical-signal-to-noise ratio (OSNR). In the second-level network, it is a single deep NN (DNN) rather than multiple sub-networks, which makes the architecture more compact and can save the re...
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