M1.3: Publications

Journal Articles

  • Meyer A, Ghosh S, Schindele D, Schostak M, Stober S, Hansen C, and Rak M (2021): Uncertainty-Aware Temporal Self-Learning (UATS): Semi-Supervised Learning for Segmentation of Prostate Zones and Beyond. Artificial Intelligence in Medicine: 102073. DOI: 10.1016/j.artmed.2021.102073. URL: https://www.sciencedirect.com/science/article/pii/S093336572100066X

Conference Papers

  • Ernst P, Ghosh S, Rose G, and Nürnberger A (2022): Dual Branch Prior-SegNet: CNN for Interventional CBCT using Planning Scan and Auxiliary Segmentation Loss. Paper presented at Medical Imaging with Deep Learning (MIDL) 2022, Zürich, Switzerland, Jul 6-8, 2022. p. arXiv:2205.10353 (1-3). Poster. DOI: 10.48550/ARXIV.2205.10353. URL: https://openreview.net/forum?id=uhv14tCLmoB
  • Ghosh S, Ernst P, Rose G, Nürnberger A, and Stober S (2022): Towards patient specific reconstruction using perception-aware CNN and planning CT as prior. Paper presented at 2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI 2022), Kolkata, India, Mar 28-31, 2022. IEEE. p. — (1-5). Poster. DOI: 10.1109/ISBI52829.2022.9761462. URL: https://ieeexplore.ieee.org/document/9761462
  • Ghosh S, Krug A, Rose G, and Stober S (2021): Perception-aware losses facilitate CT denoising and artifact removal. Paper presented at IEEE 2nd International Conference on Human-Machine Systems (ICHMS) 2021, Magdeburg, Germany, Sep 8-10, 2021. IEEE. p. — (1-6). Digital poster. DOI: 10.1109/ICHMS53169.2021.9582444. URL: https://ieeexplore.ieee.org/document/9582444
  • Sarasaen C, Chatterjee S, Breitkopf M, Iuso D, Rose G, and Speck O (2019): Breathing deformation model —application to multi-resolution abdominal MRI. Paper presented at  41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2019), Berlin, Germany, Jul 23-27, 2019. IEEE. p. 2769-72. Oral presentation and poster. DOI: 10.1109/EMBC.2019.8857706. URL: https://ieeexplore.ieee.org/document/8857706

Further Contributions (Abstracts, Talks, Posters, Electronic Articles)


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