StRegA: Unsupervised anomaly detection in brain MRIs using a compact context-encoding variational autoencoder

Soumick Chatterjee, Alessandro Sciarra, Max Dünnwald, Pavan Tummala, Shubham Kumar Agrawal, Aishwarya Jauhari, Aman Kalra, Steffen Oeltze-Jafra, Oliver Speck, Andreas Nürnberger. StRegA: Unsupervised anomaly detection in brain MRIs using a compact context-encoding variational autoencoder. Comp. in Bio. and Med., 149:106093, 2022. [doi]

@article{ChatterjeeSDTAJ22,
  title = {StRegA: Unsupervised anomaly detection in brain MRIs using a compact context-encoding variational autoencoder},
  author = {Soumick Chatterjee and Alessandro Sciarra and Max Dünnwald and Pavan Tummala and Shubham Kumar Agrawal and Aishwarya Jauhari and Aman Kalra and Steffen Oeltze-Jafra and Oliver Speck and Andreas Nürnberger},
  year = {2022},
  doi = {10.1016/j.compbiomed.2022.106093},
  url = {https://doi.org/10.1016/j.compbiomed.2022.106093},
  researchr = {https://researchr.org/publication/ChatterjeeSDTAJ22},
  cites = {0},
  citedby = {0},
  journal = {Comp. in Bio. and Med.},
  volume = {149},
  pages = {106093},
}