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Junyang Sun

As seen in: Nature, Journal of Cloud Computing
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Articles by Junyang Sun

Deciphering the pre-pregnancy BMI-GDM link: the mediating and interacting role of early-pregnancy fatty liver index

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By Cheng Shen, Ruyu Sun, Junyang Sun, Qin Wang, Yingjie Chen, Mairemugu Abudureyimu
| Nature Verified
Abstract Gestational diabetes mellitus (GDM) is a common pregnancy complication with complex metabolic etiology, increasing risks for adverse perinatal outcomes and long-term maternal and offspring health. Pre-pregnancy body mass index (pre_BMI) and hepatic fat accumulation have been implicated in GDM, but their nonlinear associations, threshold effects, and mediation roles remain unclear in Asian populations.
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Research on the Prediction of Driver Fatigue State Based on EEG Signals

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By Xin Du, Junyang Sun, Zhanyang Wang, Chengbin Jiang
| Preprints.org
Submitted: 21 October 2025 You are already at the latest version Objective: Predicting driver fatigue states is crucial for traffic safety. This study develops a deep learning model based on electroencephalogaphy (EEG) signals and multi-time-step historical data to predict the next time-step fatigue indicator percentage of eyelid closure (PERCLOS), while exploring the impact of different EEG features on prediction performance.
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Multiple time servers timed-release encryption based on Shamir secret sharing for EHR cloud system - Journal of Cloud Computing

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By Ke Yuan, Ziwei Cheng, Keyan Chen, Bozhen Wang, Sufang Zhou, Chunfu Jia, Junyang Sun
| Journal of Cloud Computing Verified
The design goal of the proposed schemes is that the receiver can decrypt the ciphertext C normally at the decryption time specified by the sender. In this section, we introduce a common time server management organization to the system and further present our TRE system model based on Shamir secret sharing, as shown in Fig. 1. The system consists of five entities: the time server management organization, N time servers, the private key generator, the data sender, and the data receiver.
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