Publications

2021

1. 

   Dropconnect is effective in modeling uncertainty of bayesian deep networks

   Aryan Mobiny, Pengyu Yuan, Supratik K Moulik, and 3 more authors

   Nature - Scientific reports, 2021

   Bib HTML

   

   @article{mobiny2021dropconnect,
     title = {Dropconnect is effective in modeling uncertainty of bayesian deep networks},
     author = {Mobiny, Aryan and Yuan, Pengyu and Moulik, Supratik K and Garg, Naveen and Wu, Carol C and Van Nguyen, Hien},
     journal = {Nature - Scientific reports},
     volume = {11},
     number = {1},
     pages = {5458},
     year = {2021},
     publisher = {Nature Publishing Group UK London},
   }

2020

1. 

   Trans-Caps: Transformer Capsule Networks with Self-attention Routing

   Aryan Mobiny, Pietro Antonio Cicalese, and Hien Van Nguyen

   2020

   Bib HTML

   @article{mobiny2020trans,
     title = {Trans-Caps: Transformer Capsule Networks with Self-attention Routing},
     author = {Mobiny, Aryan and Cicalese, Pietro Antonio and Van Nguyen, Hien},
     year = {2020},
   }

2. 

   Radiologist-level covid-19 detection using ct scans with detail-oriented capsule networks

   Aryan Mobiny, Pietro Antonio Cicalese, Samira Zare, and 6 more authors

   arXiv preprint arXiv:2004.07407, 2020

   Bib HTML

   

   @article{mobiny2020radiologist,
     title = {Radiologist-level covid-19 detection using ct scans with detail-oriented capsule networks},
     author = {Mobiny, Aryan and Cicalese, Pietro Antonio and Zare, Samira and Yuan, Pengyu and Abavisani, Mohammadsajad and Wu, Carol C and Ahuja, Jitesh and de Groot, Patricia M and Van Nguyen, Hien},
     journal = {arXiv preprint arXiv:2004.07407},
     year = {2020},
   }

2019

1. 

   Risk-aware machine learning classifier for skin lesion diagnosis

   Aryan Mobiny, Aditi Singh, and Hien Van Nguyen

   Journal of clinical medicine, 2019

   Bib HTML

   

   @article{mobiny2019risk,
     title = {Risk-aware machine learning classifier for skin lesion diagnosis},
     author = {Mobiny, Aryan and Singh, Aditi and Van Nguyen, Hien},
     journal = {Journal of clinical medicine},
     volume = {8},
     number = {8},
     pages = {1241},
     year = {2019},
     publisher = {MDPI},
   }

2. 

   Automated classification of apoptosis in phase contrast microscopy using capsule network

   Aryan Mobiny, Hengyang Lu, Hien V Nguyen, and 2 more authors

   IEEE transactions on medical imaging, 2019

   Bib HTML

   

   @article{mobiny2019automated,
     title = {Automated classification of apoptosis in phase contrast microscopy using capsule network},
     author = {Mobiny, Aryan and Lu, Hengyang and Nguyen, Hien V and Roysam, Badrinath and Varadarajan, Navin},
     journal = {IEEE transactions on medical imaging},
     volume = {39},
     number = {1},
     pages = {1--10},
     year = {2019},
     publisher = {IEEE},
   }

2018

1. 

   Fast capsnet for lung cancer screening

   Aryan Mobiny and Hien Van Nguyen

   In International conference on medical image computing and computer-assisted intervention, 2018

   Bib HTML

   

   @inproceedings{mobiny2018fast,
     title = {Fast capsnet for lung cancer screening},
     author = {Mobiny, Aryan and Van Nguyen, Hien},
     booktitle = {International conference on medical image computing and computer-assisted intervention},
     pages = {741-749},
     year = {2018},
     organization = {Springer},
   }