| 2025 | ICAISC | A Statistical Reconstruction Algorithm for CT with a Flying Focal Spot Using Direct, Interpolation-Free Projections. | Robert Cierniak, Jacek Smolag |
| 2024 | ICCCI | A New MLEM Reconstruction Algorithm for Ultra-low Dose PET. | Robert Cierniak |
| 2023 | ICAISC | A New Rebinning Reconstruction Method for the Low Dose CT Scanners with Flying Focal Spot. | Piotr Pluta, Robert Cierniak |
| 2023 | ICCS | A New Statistical Approach to Image Reconstruction with Rebinning for the X-Ray CT Scanners with Flying Focal Spot Tube. | Piotr Pluta, Robert Cierniak |
| 2022 | ICCCI | An Original Continuous-to-Continuous Forward Model as a Universal Method for the Formulation of Reconstruction Methods for Medical Imaging Techniques. | Robert Cierniak, Piotr Pluta |
| 2022 | ICCS | Continuous-to-Continuous Data Model vs. Discrete-to-Discrete Data Model for the Statistical Iterative Reconstruction Method. | Robert Cierniak |
| 2021 | ICAISC | A New Statistical Iterative Reconstruction Algorithm for a CT Scanner with Flying Focal Spot. | Robert Cierniak, Piotr Pluta |
| 2020 | ICCS | Statistical Iterative Reconstruction Algorithm Based on a Continuous-to-Continuous Model Formulated for Spiral Cone-Beam CT. | Robert Cierniak, Piotr Pluta |
| 2019 | ICAISC | Realizations of the Statistical Reconstruction Method Based on the Continuous-to-Continuous Data Model. | Robert Cierniak, Jaroslaw Bilski, Piotr Pluta, Zbigniew Filutowicz |
| 2018 | ICAISC | Analytical Realization of the EM Algorithm for Emission Positron Tomography. | Robert Cierniak, Piotr Dobosz, Piotr Pluta, Zbigniew Filutowicz |
| 2017 | ICAISC | Parallel Realizations of the Iterative Statistical Reconstruction Algorithm for 3D Computed Tomography. | Robert Cierniak, Jaroslaw Bilski, Jacek Smolag, Piotr Pluta, Nimit Shah |
| 2016 | ICAISC | Regularization Methods for the Analytical Statistical Reconstruction Problem in Medical Computed Tomography. | Robert Cierniak, Anna Lorent, Piotr Pluta, Nimit Shah |
| 2015 | ICAISC | An Edge Detection Using 2D Gaussian Function in Computed Tomography. | Michal Knas, Robert Cierniak, Olga Yu. Rebrova |
| 2014 | ICAISC | Video Compression Algorithm Based on Neural Network Structures. | Michal Knop, Robert Cierniak, Nimit Shah |
| 2014 | ICAISC | A New Image Reconstruction from Projections Algorithm. | Anna Lorent, Robert Cierniak, Piotr Dobosz, Olga Yu. Rebrova |
| 2013 | ICAISC | Video Compression Algorithm Based on Neural Networks. | Robert Cierniak, Michal Knop |
| 2012 | ICCCI | A Neuronal Approach to the Statistical Image Reconstruction from Projections Problem. | Robert Cierniak, Anna Lorent |
| 2010 | ACIIDS | A Neural Network Optimization-Based Method of Image Reconstruction from Projections. | Robert Cierniak |
| 2010 | ICAISC | A Three-Dimentional Neural Network Based Approach to the Image Reconstruction from Projections Problem. | Robert Cierniak |
| 2010 | ICANN | A Statistical Appraoch to Image Reconstruction from Projections Problem Using Recurrent Neural Network. | Robert Cierniak |
| 2008 | ICAISC | A Novel Approach to Image Reconstruction Problem from Fan-Beam Projections Using Recurrent Neural Network. | Robert Cierniak |
| 2006 | ICAISC | A Novel Approach to Image Reconstruction from Discrete Projections Using Hopfield-Type Neural Network. | Robert Cierniak |
| 2004 | ICAISC | An Image Compression Algorithm Based on Neural Networks. | Robert Cierniak |
| 2003 | PPAM | Image Compression Based on Soft Computing Techniques. | Robert Cierniak |
| 1996 | ICIP | Neural networks and semi-closed-loop predictive vector quantization for image compression. | Robert Cierniak, Leszek Rutkowski |