publications

2025

1. Conference Paper

   nnU-BNST: Deep Learning-Based Automated Segmentation of the Bed Nucleus of the Stria Terminalis

   Ziyang Xu, Mohamed Azzam, Marshall Bivens, Marcus Dustin, Shibiao Wan, Jennifer Urbano Blackford, and Jieqiong Wang

   In Machine Learning in Medical Imaging, 2025

   DOI Bib

   @inproceedings{xu2025nnubnst,
     title = {nnU-BNST: Deep Learning-Based Automated Segmentation of the Bed Nucleus of the Stria Terminalis},
     author = {Xu, Ziyang and Azzam, Mohamed and Bivens, Marshall and Dustin, Marcus and Wan, Shibiao and Blackford, Jennifer Urbano and Wang, Jieqiong},
     booktitle = {Machine Learning in Medical Imaging},
     series = {Lecture Notes in Computer Science},
     volume = {16241},
     pages = {637--648},
     year = {2025},
     publisher = {Springer Nature Switzerland},
     doi = {10.1007/978-3-032-09513-8_61},
   }

2. Preprint

   Model-free High Dimensional Mediator Selection with False Discovery Rate Control

   Runqiu Wang, Ran Dai, Jieqiong Wang, Kah Meng Soh, Ziyang Xu, Mohamed Azzam, Hongying Dai, and Cheng Zheng

   2025

   Preprint

   Bib HTML

   @article{wang2025mediator,
     title = {Model-free High Dimensional Mediator Selection with False Discovery Rate Control},
     author = {Wang, Runqiu and Dai, Ran and Wang, Jieqiong and Soh, Kah Meng and Xu, Ziyang and Azzam, Mohamed and Dai, Hongying and Zheng, Cheng},
     year = {2025},
     note = {Preprint}
   }

2024

1. Review Paper

   A review of artificial intelligence-based brain age estimation and its applications for related diseases

   Mohamed Azzam, Ziyang Xu, Ruobing Liu, Lie Li, Kah Meng Soh, Kishore B Challagundla, Shibiao Wan, and Jieqiong Wang

   Briefings in Functional Genomics, 2024

   DOI Bib

   @article{azzam2024brainAge,
     title = {A review of artificial intelligence-based brain age estimation and its applications for related diseases},
     author = {Azzam, Mohamed and Xu, Ziyang and Liu, Ruobing and Li, Lie and Soh, Kah Meng and Challagundla, Kishore B and Wan, Shibiao and Wang, Jieqiong},
     journal = {Briefings in Functional Genomics},
     volume = {24},
     year = {2024},
     doi = {10.1093/bfgp/elae042},
   }

2. Preprint

   Functional Connectivity Alterations in Cocaine Use Disorder: Insights from the Triple Network Model and the Addictions Neuroclinical Assessment Framework

   Ziyang Xu, Lie Li, Ruobing Liu, Mohamed Azzam, Shibiao Wan, and Jieqiong Wang

   2024

   Preprint

   DOI Bib HTML

   @article{xu2024cocaine,
     title = {Functional Connectivity Alterations in Cocaine Use Disorder: Insights from the Triple Network Model and the Addictions Neuroclinical Assessment Framework},
     author = {Xu, Ziyang and Li, Lie and Liu, Ruobing and Azzam, Mohamed and Wan, Shibiao and Wang, Jieqiong},
     year = {2024},
     doi = {10.1101/2024.11.12.623073},
     note = {Preprint}
   }

2023

1. land cover classification with low-resolution labels

   Unknown Author

   In , 2023

   Bib

   @inproceedings{UnknownAuthor2023,
     title = {land cover classification with low-resolution labels},
     author = {Author, Unknown},
     year = {2023}
   }