# DataAnalysisCodes **Repository Path**: xiaostat/data-analysis-codes ## Basic Information - **Project Name**: DataAnalysisCodes - **Description**: Codes for papers - **Primary Language**: Unknown - **License**: AGPL-3.0 - **Default Branch**: master - **Homepage**: None - **GVP Project**: No ## Statistics - **Stars**: 0 - **Forks**: 0 - **Created**: 2025-06-29 - **Last Updated**: 2025-11-07 ## Categories & Tags **Categories**: Uncategorized **Tags**: None ## README # DataAnalysisCodes ### SubtypingPDbyEGEG ### CompositeDietaryAntioxidantIndexAndOcularDiseases Zhang, Jiechang†; **Xiao, Lishun†**; Zhao, Xiujuan; Wang, Peiping#; Yang, Chengcheng#. Exploring the association between composite dietary antioxidant index and ocular diseases: a cross‑sectional study. *BMC Public Health*, 2025, 25, Article number: 625. Published: 14 February 2025. . [Codes](https://gitee.com/xiaostat/data-analysis-codes/tree/master/CompositeDietaryAntioxidantIndexAndOcularDiseases). ### DAPK1AndEGG Pilot evaluation of DAPK1 and electrogastrography as novel non-invasive biomarkers for Parkinson's disease and staging ### DailyLifestyleAndPhysicalFitnessAdults Liu, Lan; Han, Yaohui; Zhai, Shilei; Liu, Yumeng; Li, Peng; **Xiao, Lishun#**. Association between daily lifestyle and physical fitness among adults based on Chinese national physical fitness monitoring. *American Journal of Health Behavior*. Online: 31 January 2025. . [Codes](https://gitee.com/xiaostat/data-analysis-codes/tree/master/DailyLifestyleAndPhysicalFitnessAdults). ### DifferentialMetabolitesSleepPD Codes for untargeted plasma metabolomics analysis associated with sleep quality in Parkinson’s disease patients. ### EffectsOfECigaretteExposure **Xiao, Lishun**; Weah, Natasha M.; Chen, Yuan; Weedor, Jensen G.; Wang, Wenhong; Jiang, Lin; Cong, Xiaona; Chen, Yansu#. Health impacts of e-cigarette and traditional tobacco use in Shanghai male railway workers: A population-based retrospective cohort study. *Tobacco Induced Diseases*, 2025, Volume 13, Article number 158. Published: October 2025. . [Codes](https://gitee.com/xiaostat/data-analysis-codes/tree/master/EffectsOfECigaretteExposure). ### EstimationOfPlasmodiumFalciparum Yao, Meixue; **Xiao, Lishun**; Sun, Xiaodong; Hao, Xiao; Lin, Zurui; Bai, Qiongqiong; Yin, Dehui#. Estimation of Plasmodium falciparum transmission using multiepitope chimeric antigen in the postelimination phase in Yunnan, China. *Parasitology International*, 2022, 89:102597. . [Data&codes](https://gitee.com/xiaostat/data-analysis-codes/tree/master/EstimationOfPlasmodiumFalciparum). ### IdentifyEarlyParkinsonianNonTremorDominantSubtypes Xu, Xiaozhou; Gu, Wen; Shen, Xiaohui; Liu, Yumeng; Zhai, Shilei; Xu, Chuanying#; Cui, Guiyun#; **Xiao, Lishun#**. An interactive web application to identify early Parkinsonian non‐tremor‐dominant subtypes. *Journal of Neurology*, 2024, Volume 271, pages 2010–2018. Published: 04 January 2024. . [Codes](https://gitee.com/xiaostat/data-analysis-codes/tree/master/IdentifyEarlyParkinsonianNonTremorDominantSubtypes). ### InfluenzaTimeSeries_IKVA_TL ### LSTM-ATT-TLLA Hu, Bin; Han, Yaohui; Zhang, Wenhui; Zhang, Qingyang; Gu, Wen; Bi, Jun#; Chen, Bi#; **Xiao, Lishun#**. A prediction approach to COVID-19 time series with LSTM integrated attention mechanism and transfer learning. *BMC Medical Research Methodology*. 2024, 24, Article number: 323. Published: 31 December 2024. . [Codes](https://gitee.com/xiaostat/data-analysis-codes/tree/master/LSTM-ATT-TLLA). ### SeCuZnAndSexHormones **Xiao, Lishun**; Yang, Chengcheng; Gu, Wen; Liu, Rong#; Chen, Ding#. Associations between serum copper, zinc, selenium level and sex hormones among 6-19 years old children and adolescents in NHANES 2013-2016. *Frontiers in Endocrinology*, 2022, 13:924338, . [Codes](https://gitee.com/xiaostat/data-analysis-codes/tree/master/SeCuZnAndSexHormones). ### SleepQualityMultipleModelsAnalyses Hu, Bin; Shen, Wen; Wang, Yun; Wu, Qi; Li, Jiali; Xu, Xiaozhou; Han, Yaohui; **Xiao, Lishun#**; Yin, Dehui#. Prevalence and related factors of sleep quality among Chinese undergraduates in Jiangsu Province: multiple models' analysis. *Frontiers in Psychology*, 2024, Volume 15. Published: 10 April 2024. . [Codes](https://gitee.com/xiaostat/data-analysis-codes/tree/master/SleepQualityMultipleModelsAnalyses). ### SleepQualityandRenalFunction Wang, Huiying; Li, Jiali; Han, Yaohui; Zhai, Shilei; Liu, Yumeng; Shen, Peipu#; Shen, Guifang#; **Xiao, Lishun#**. Sleep quality and renal function among Chinese incoming college freshmen: the mediating role of lifestyle behaviors. *Frontiers in Public Health*, 2025, Volume 13, Article number 1502947. Online: 06 June 2025. . [Codes](https://gitee.com/xiaostat/data-analysis-codes/tree/master/SleepQualityandRenalFunction). ### SleepQualityandSiesta Wang, Huiying; Li, Jiali; Han, Yaohui; Zhai, Shilei; Liu, Yumeng; Shen, Peipu#; Shen, Guifang#; **Xiao, Lishun#**. Siesta characteristics mediated the association between siesta duration and sleep quality in Chinese incoming college freshmen. *Scientific Reports*, 2024, 14, Article number: 31877. Published: 30 December 2024. . [Codes](https://gitee.com/xiaostat/data-analysis-codes/tree/master/SleepQualityandSiesta). ### SubtypesLongitudinalTrajectoriesEarlyParkinsons Xu, Xiaozhou; Zhang, Shushan; Xu, Chuanying; Zhang, Wei; Zhao, Hui; Liu, Yumeng; Zhai, Shilei; Zu, Jie; Li, Zhining; **Xiao, Lishun#**. Identifying subtypes of longitudinal motor symptom severity trajectories in early Parkinson's disease patients. *Frontiers in Neurology*, 2025, Volume 16, Article number 1597132. Published: 20 August 2025. . [Codes](https://gitee.com/xiaostat/data-analysis-codes/tree/master/SubtypesLongitudinalTrajectoriesEarlyParkinsons). ### T2DwithMixturesInNHANES