My Publications

Publications

• S. Barutcu et al. (2022).
  Compressed Ptychography using Deep Generative and Image Priors
  IEEE Transactions on Computational Imaging (In Review).
  

• S. Barutcu et al. (2021).
  Limited-Angle Computed Tomography with Deep Image and Physics Priors
  Nature - Scientific Reports.
  doi: 10.1038/s41598-021-97226-2

• S. Barutcu et al. (2020).
  Simultaneous 3D X-Ray Ptycho-Tomography with Gradient Descent
  Proceedings of International Conference on Image Processing (ICIP).
  doi: 10.1109/ICIP40778.2020.9190775

• R. Wehbe, S. Barutcu et al. (2020).
  DeepCOVID-XR: An Artificial Intelligence Algorithm to Detect COVID-19 on Chest X-Rays Trained and Tested on a Large US Clinical Dataset
  Radiology Journal.
  doi: 10.1148/radiol.2020203511

• P. Shedligeri, S. Barutcu et al. (2021).
  Improving Acquisition Speed of X-Ray Ptychography through Spatial Undersampling and Regularization
  Proceedings of International Conference on Image Processing.
  doi.org/10.1109/ICIP42928.2021.9506086

Other Publications

• S. Barutcu et al. (2022).
  Undersampled Ptychography with Deep Generative Priors, Deep Iamge Priors, and ePIE
  IEEE Transactions on Computational Imaging (In Preparation).
  

Thesis

• S. Barutcu, L. Arslan
  Topic Classification Using Bidirectional LSTM Neural Networks
  Bogazici University Undergraduate Thesis (Print).