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Cefa Karabağ
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Year
Texture segmentation: An objective comparison between five traditional algorithms and a deep-learning U-Net architecture
C Karabağ, J Verhoeven, NR Miller, CC Reyes-Aldasoro
Applied Sciences 9 (18), 3900, 2019
262019
Classification and visualisation of normal and abnormal radiographs; a comparison between eleven convolutional neural network architectures
A Ananda, KH Ngan, C Karabağ, A Ter-Sarkisov, E Alonso, ...
Sensors 21 (16), 5381, 2021
232021
Segmentation and modelling of the nuclear envelope of hela cells imaged with serial block face scanning electron microscopy
C Karabağ, ML Jones, CJ Peddie, AE Weston, LM Collinson, ...
Journal of Imaging 5 (9), 75, 2019
192019
Semantic Segmentation of HeLa Cells: An Objective Comparison between one Traditional Algorithm and Three Deep-Learning Architectures
LMCCCRA Cefa Karabağ, Martin L Jones, Christopher J Peddie, Anne E Weston
bioRxiv 978478, 2020
18*2020
Volumetric semantic instance segmentation of the plasma membrane of hela cells
C Karabağ, ML Jones, CC Reyes-Aldasoro
Journal of Imaging 7 (6), 93, 2021
72021
Radiography classification: A comparison between eleven convolutional neural networks
C Karabağ, A Ter-Sarkisov, E Alonso, CC Reyes-Aldasoro
2020 Fourth International Conference on Multimedia Computing, Networking and …, 2020
72020
Automated Segmentation of HeLa Nuclear Envelope from Electron Microscopy Images
C Karabağ, ML Jones, CJ Peddie, AE Weston, LM Collinson, ...
Medical Image Understanding and Analysis: 22nd Conference, MIUA 2018 …, 2018
72018
Impact of training data, ground truth and shape variability in the deep learning-based semantic segmentation of hela cells observed with electron microscopy
C Karabağ, MA Ortega-Ruíz, CC Reyes-Aldasoro
Journal of Imaging 9 (3), 59, 2023
52023
Morphological estimation of cellularity on neo-adjuvant treated breast cancer histological images
MA Ortega-Ruiz, C Karabağ, VG Garduño, CC Reyes-Aldasoro
Journal of Imaging 6 (10), 101, 2020
52020
Texture segmentation: an objective comparison between traditional and deep-learning methodologies
C Karabağ, J Verhoeven, N Miller, CC Reyes-Aldasoro
Preprints, 2019
42019
Segmentation And Modelling of Helanuclear Envelope
C Karabağ, ML Jones, CJ Peddie, AE Westor, LM Collinson, ...
2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019 …, 2019
12019
DRD-UNet, a UNet-like architecture for multi-class breast cancer semantic segmentation
MA Ortega-Ruíz, C Karabağ, E Roman-Rangel, CC Reyes-Aldasoro
IEEE Access, 2024
2024
Relationship Between Irregularities of the Nuclear Envelope and Mitochondria in HeLa cells Observed with Electron Microscopy
DA Brito-Pacheco, C Karabağ, C Brito-Loeza, P Giannopoulos, ...
bioRxiv, 2023.11. 14.567016, 2023
2023
Evaluation of training data, ground truth and shape variability in the semantic segmentation of HeLa cells observed with electron microscopy
C Karabağ, CC Reyes-Aldasoro
bioRxiv, 2022.06. 01.494316, 2022
2022
Estimation of cellularity in tumours treated with Neoadjuvant therapy: A comparison of Machine Learning algorithms
MA Ortega-Ruíz, C Karabağ, VG Garduño, CC Reyes-Aldasoro
bioRxiv, 2020.04. 09.034348, 2020
2020
Geometric differences between nuclear envelopes of Wild-type and Chlamydia trachomatis-infected HeLa cells
C Karabağ, ML Jones, CJ Peddie, AE Weston, LM Collinson, ...
bioRxiv, 2020.04. 02.021733, 2020
2020
Volumetric analysis of HeLa cancer cells imaged with serial block face scanning electron microscopy
C Karabağ
City, University of London, 2020
2020
Modelling the nuclear envelope of HeLa cells
C Karabağ, ML Jones, CJ Peddie, AE Weston, LM Collinson, ...
bioRxiv, 344986, 2018
2018
Investigation of topological features of the 3D cellular nuclear envelope as observed with electron microscopy
K Dese, C Karabağ, P Giannopoulos, CC Reyes–Aldasoro
27th Conference on Medical Image Understanding and Analysis 2023, 221, 0
ORCID: 0000-0002-9466-2018 (2019). Segmentation and Modelling of the Nuclear Envelope of HeLa Cells Imaged with Serial Block Face Scanning Electron Microscopy
C Karabağ, ML Jones, CJ Peddie, AE Weston, LM Collinson, ...
Journal of Imaging 5 (9), 75, 0
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