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    Article

    Stock price prediction through GRA-WD-BiLSTM model with air quality and weather factors

    Accurately predicting stock prices is crucial for reducing investment-related risks in decision-making. Contemporary challenges to financial behavior, posed by environmental issues such as pollution and climat...

    Bingchun Liu, Jiayi Pei, Zhecheng Yu in International Journal of Machine Learning … (2024)

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    Protocol

    Chromatin Immunoprecipitation Sequencing (ChIP-seq) Protocol for Small Amounts of Frozen Biobanked Cardiac Tissue

    Chromatin immunoprecipitation and sequencing (ChIP-seq) is a well-established method to study the epigenetic profile at the genome-wide scale, including histone modifications and DNA–protein interactions. It p...

    Jiayi Pei, Noortje A. M. van den Dungen, Folkert W. Asselbergs, Michal Mokry in Chromatin (2022)

  3. Article

    Open Access

    Statistical integration of two omics datasets using GO2PLS

    Nowadays, multiple omics data are measured on the same samples in the belief that these different omics datasets represent various aspects of the underlying biological systems. Integrating these omics datasets...

    Zhujie Gu, Said el Bouhaddani, Jiayi Pei, Jeanine Houwing-Duistermaat in BMC Bioinformatics (2021)

  4. Article

    Open Access

    H3K27ac acetylome signatures reveal the epigenomic reorganization in remodeled non-failing human hearts

    H3K27ac histone acetylome changes contribute to the phenotypic response in heart diseases, particularly in end-stage heart failure. However, such epigenetic alterations have not been systematically investigate...

    Jiayi Pei, Magdalena Harakalova, Thomas A. Treibel in Clinical Epigenetics (2020)

  5. Article

    Open Access

    Endothelial loss of Fzd5 stimulates PKC/Ets1-mediated transcription of Angpt2 and Flt1

    Formation of a functional vascular system is essential and its formation is a highly regulated process initiated during embryogenesis, which continues to play important roles throughout life in both health and...

    Maarten M. Brandt, Christian G. M. van Dijk, Ihsan Chrifi, Heleen M. Kool in Angiogenesis (2018)