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Items where City Author is "Karabag, Cefa"

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Number of items: 14.

Article

Karabağ, C. ORCID: 0000-0003-4424-0471, Ortega-Ruiz, M. A. & Reyes-Aldasoro, C. C. ORCID: 0000-0002-9466-2018 (2023). Impact of Training Data, Ground Truth and Shape Variability in the Deep Learning-Based Semantic Segmentation of HeLa Cells Observed with Electron Microscopy. Journal of Imaging, 9(3), article number 59. doi: 10.3390/jimaging9030059

Karabağ, C. ORCID: 0000-0003-4424-0471, Jones, M. L. & Reyes-Aldasoro, C. C. ORCID: 0000-0002-9466-2018 (2021). Volumetric Semantic Instance Segmentation of the Plasma Membrane of HeLa Cells. Journal of Imaging, 7(6), article number 93. doi: 10.3390/jimaging7060093

Ananda, A., Ngan, K. H. ORCID: 0000-0001-7623-942X, Karabağ, C. ORCID: 0000-0003-4424-0471 , Ter-Sarkisov, A., Alonso, E. ORCID: 0000-0002-3306-695X & Reyes-Aldasoro, C. C. ORCID: 0000-0002-9466-2018 (2021). Classification and Visualisation of Normal and Abnormal Radiographs: a comparison between Eleven Convolutional Neural Network Architectures. Sensors, 21(16), article number 5381. doi: 10.3390/s21165381

Ortega-Ruiz, M. A., Karabağ, C. ORCID: 0000-0003-4424-0471, Garduño, V. G. & Reyes-Aldasoro, C. C. ORCID: 0000-0002-9466-2018 (2020). Morphological Estimation of Cellularity on Neo-Adjuvant Treated Breast Cancer Histological Images. Journal of Imaging, 6(10), article number 101. doi: 10.3390/jimaging6100101

Karabağ, C. ORCID: 0000-0003-4424-0471, Jones, M. L., Peddie, C. J. , Weston, A. E., Collinson, L. M. & Reyes-Aldasoro, C. C. ORCID: 0000-0002-9466-2018 (2020). Semantic segmentation of HeLa cells: An objective comparison between one traditional algorithm and four deep-learning architectures. PLOS ONE, 15(10), article number e0230605. doi: 10.1371/journal.pone.0230605

Karabağ, C. ORCID: 0000-0003-4424-0471, Verhoeven, J. ORCID: 0000-0002-0738-8517, Miller, N. & Reyes-Aldasoro, C. C. ORCID: 0000-0002-9466-2018 (2019). Texture Segmentation: An Objective Comparison between Five Traditional Algorithms and a Deep-Learning U-Net Architecture. Applied Sciences, 9(18), article number 3900. doi: 10.3390/app9183900

Karabağ, C. ORCID: 0000-0003-4424-0471, Jones, M. L., Peddie, C. J. , Weston, A. E., Collinson, L. M. & Reyes-Aldasoro, C. C. ORCID: 0000-0002-9466-2018 (2019). Segmentation and Modelling of the Nuclear Envelope of HeLa Cells Imaged with Serial Block Face Scanning Electron Microscopy. Journal of Imaging, 5(9), article number 75. doi: 10.3390/jimaging5090075

Karabağ, C. ORCID: 0000-0003-4424-0471, Verhoeven, J. ORCID: 0000-0002-0738-8517, Miller, N. & Reyes-Aldasoro, C. C. ORCID: 0000-0002-9466-2018 (2019). Texture Segmentation: An Objective Comparison between Traditional and Deep-Learning Methodologies. Preprints, doi: 10.20944/preprints201908.0001.v1

Karabağ, C. ORCID: 0000-0003-4424-0471, Jones, M. L., Peddie, C. J. , Weston, A. E., Collinson, L. M. & Reyes-Aldasoro, C. C. ORCID: 0000-0002-9466-2018 (2019). Segmentation and modelling of hela nuclear envelope. 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019), pp. 1510-1513. doi: 10.1109/ISBI.2019.8759151

Karabağ, C. ORCID: 0000-0003-4424-0471, Jones, M. L., Peddie, C. J. , Weston, A. E., Collinson, L. M. & Reyes-Aldasoro, C. C. ORCID: 0000-0002-9466-2018 (2018). Automated Segmentation of HeLa Nuclear Envelope from Electron Microscopy Images. Communications in Computer and Information Science, doi: 10.1007/978-3-319-95921-4_23

Conference or Workshop Item

Ananda, Karabağ, C. ORCID: 0000-0003-4424-0471, Ter-Sarkisov, A. ORCID: 0000-0002-1300-6132 , Alonso, E. ORCID: 0000-0002-3306-695X & Reyes-Aldasoro, C. C. ORCID: 0000-0002-9466-2018 (2020). Radiography Classification: A comparison between Eleven Convolutional Neural Networks. In: 2020 Fourth International Conference on Multimedia Computing, Networking and Applications (MCNA). 2020 Fourth International Conference on Multimedia Computing, Networking and Applications (MCNA), 19-22 Oct 2020, Online. doi: 10.1109/MCNA50957.2020.9264285

Other

Ortega-Ruiz, M. A., Karabağ, C. ORCID: 0000-0003-4424-0471, García Garduño, V. & Reyes-Aldasoro, C. C. ORCID: 0000-0002-9466-2018 (2020). Morphological estimation of Cellularity on Neo-adjuvant treated breast cancer histological images. doi: 10.1101/2020.04.01.020719

Ortega-Ruiz, M. A., Karabağ, C. ORCID: 0000-0003-4424-0471, Garduño, V. G. & Reyes-Aldasoro, C. C. ORCID: 0000-0002-9466-2018 (2011). Estimation of cellularity in tumours treated with Neoadjuvant therapy: A comparison of Machine Learning algorithms. doi: 10.1101/2020.04.09.034348

Thesis

Karabağ, C. ORCID: 0000-0003-4424-0471 (2020). Volumetric analysis of HeLa cancer cells imaged with serial block face scanning electron microscopy. (Unpublished Doctoral thesis, City, University of London)

This list was generated on Sat Apr 13 04:12:25 2024 UTC.