Publications

2023

  1. Large Intestine 3D Shape Refinement Using Point Diffusion Models for Digital Phantom Generation
    Kaouther Mouheb, Mobina Ghojogh Nejad, Lavsen Dahal, and 3 more authors
    arXiv preprint arXiv:2309.08289, 2023
  2. Data diversity and virtual imaging in AI-based diagnosis: A case study based on COVID-19
    Fakrul Islam Tushar, Lavsen Dahal, Saman Sotoudeh-Paima, and 4 more authors
    arXiv preprint arXiv:2308.09730, 2023
  3. Automatic quality control in computed tomography volumes segmentation using a small set of XCAT as reference images
    Lavsen Dahal, Yuqi Wang, Fakrul Islam Tushar, and 6 more authors
    In Medical Imaging 2023: Physics of Medical Imaging, 2023

2022

  1. Virtual versus reality: external validation of COVID-19 classifiers using XCAT phantoms for chest radiography
    Lavsen Dahal, Fakrul Islam Tushar, Ehsan Abadi, and 5 more authors
    In Medical Imaging 2022: Physics of Medical Imaging, 2022
  2. Challenges of deep learning methods for COVID-19 detection using public datasets
    Md Kamrul Hasan, Md Ashraful Alam, Lavsen Dahal, and 5 more authors
    Informatics in Medicine Unlocked, 2022

2020

  1. Uncertainty estimation in deep 2D echocardiography segmentation
    Lavsen Dahal, Aayush Kafle, and Bishesh Khanal
    arXiv preprint arXiv:2005.09349, 2020
  2. DSNet: Automatic dermoscopic skin lesion segmentation
    Md Kamrul Hasan, Lavsen Dahal, Prasad N Samarakoon, and 2 more authors
    Computers in biology and medicine, 2020
  3. Automatic cobb angle detection using vertebra detector and vertebra corners regression
    Bidur Khanal, Lavsen Dahal, Prashant Adhikari, and 1 more author
    In Computational Methods and Clinical Applications for Spine Imaging: 6th International Workshop and Challenge, CSI 2019, Shenzhen, China, October 17, 2019, Proceedings 6, 2020

2019

  1. Brain tissue segmentation using neuronet with different pre-processing techniques
    Fakrul Islam Tushar, Basel Alyafi, Md Kamrul Hasan, and 1 more author
    In 2019 Joint 8th International Conference on Informatics, Electronics & Vision (ICIEV) and 2019 3rd International Conference on Imaging, Vision & Pattern Recognition (icIVPR), 2019