Tolga Tasdizen
Orcid: 0000-0001-6574-0366
According to our database1,
Tolga Tasdizen
authored at least 117 papers
between 1998 and 2024.
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Bibliography
2024
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024
2023
Quantifying the preferential direction of the model gradient in adversarial training with projected gradient descent.
Pattern Recognit., July, 2023
CLASS-M: Adaptive stain separation-based contrastive learning with pseudo-labeling for histopathological image classification.
CoRR, 2023
Multi-Task Classification for Improved Health Outcome Prediction Based on Environmental Indicators.
IEEE Access, 2023
Proceedings of the Computing in Cardiology, 2023
Comparison of Machine Learning Detection of Low Left Ventricular Ejection Fraction Using Individual ECG Leads.
Proceedings of the Computing in Cardiology, 2023
2022
Localization supervision of chest x-ray classifiers using label-specific eye-tracking annotation.
CoRR, 2022
CoRR, 2022
Big Data Cogn. Comput., 2022
Proceedings of the Medical Image Learning with Limited and Noisy Data, 2022
Proceedings of the International Conference on Machine Learning and Cybernetics, 2022
2021
Comparing radiologists' gaze and saliency maps generated by interpretability methods for chest x-rays.
CoRR, 2021
REFLACX, a dataset of reports and eye-tracking data for localization of abnormalities in chest x-rays.
CoRR, 2021
Image-Based Multiresolution Topology Optimization Using Deep Disjunctive Normal Shape Model.
Comput. Aided Des., 2021
2020
Intelligent Damage Classification and Estimation in Power Distribution Poles Using Unmanned Aerial Vehicles and Convolutional Neural Networks.
IEEE Trans. Smart Grid, 2020
Neural Comput. Appl., 2020
Unified generative adversarial networks for multimodal segmentation from unpaired 3D medical images.
Medical Image Anal., 2020
Analyzing Associations Between Chronic Disease Prevalence and Neighborhood Quality Through Google Street View Images.
IEEE Access, 2020
Interpretation of Disease Evidence for Medical Images Using Adversarial Deformation Fields.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Inter-Slice Image Augmentation Based on Frame Interpolation for Boosting Medical Image Segmentation Accuracy.
Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020
2019
Cell Segmentation Using a Similarity Interface With a Multi-Task Convolutional Neural Network.
IEEE J. Biomed. Health Informatics, 2019
Pseudo-Marginal MCMC Sampling for Image Segmentation Using Nonparametric Shape Priors.
IEEE Trans. Image Process., 2019
Combining nonparametric spatial context priors with nonparametric shape priors for dendritic spine segmentation in 2-phoyon microscopy images.
CoRR, 2019
Unified Attentional Generative Adversarial Network for Brain Tumor Segmentation from Multimodal Unpaired Images.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Adversarial Regression Training for Visualizing the Progression of Chronic Obstructive Pulmonary Disease with Chest X-Rays.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Combining Nonparametric Spatial Context Priors With Nonparametric Shape Priors for Dendritic Spine Segmentation in 2-Photon Microscopy Images.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
2018
IEEE Trans. Medical Imaging, 2018
Image Segmentation with Pseudo-marginal MCMC Sampling and Nonparametric Shape Priors.
CoRR, 2018
Proceedings of the Medical Imaging 2018: Image Processing, 2018
Improving the robustness of convolutional networks to appearance variability in biomedical images.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
Image Segmentation by Deep Learning of Disjunctive Normal Shape Model Shape Representation.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018
2017
IEEE Trans. Image Process., 2017
IEEE Trans. Image Process., 2017
IEEE Trans. Big Data, 2017
CoRR, 2017
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
2016
IEEE Trans. Pattern Anal. Mach. Intell., 2016
Convex Decomposition And Efficient Shape Representation Using Deformable Convex Polytopes.
CoRR, 2016
Unsupervised Total Variation Loss for Semi-supervised Deep Learning of Semantic Segmentation.
CoRR, 2016
Proceedings of the 24th Signal Processing and Communication Application Conference, 2016
Regularization With Stochastic Transformations and Perturbations for Deep Semi-Supervised Learning.
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
SSHMT: Semi-supervised Hierarchical Merge Tree for Electron Microscopy Image Segmentation.
Proceedings of the Computer Vision - ECCV 2016, 2016
Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016
2015
IEEE Signal Process. Lett., 2015
Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015
Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015
Disjunctive Normal Shape and Appearance Priors with Applications to Image Segmentation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference Munich, Germany, October 5, 2015
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
A joint classification and segmentation approach for dendritic spine segmentation in 2-photon microscopy images.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
2014
Cell tracking using particle filters with implicit convex shape model in 4D confocal microscopy images.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
2013
IEEE Trans. Image Process., 2013
Semi-Automated Neuron Boundary Detection and Nonbranching Process Segmentation in Electron Microscopy Images.
Neuroinformatics, 2013
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
Neuron segmentation in electron microscopy images using partial differential equations.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
Semi-automatic neuron segmentation in electron microscopy images via sparse labeling.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
Proceedings of the IEEE International Conference on Image Processing, 2013
Watershed merge forest classification for electron microscopy image stack segmentation.
Proceedings of the IEEE International Conference on Image Processing, 2013
Image Segmentation with Cascaded Hierarchical Models and Logistic Disjunctive Normal Networks.
Proceedings of the IEEE International Conference on Computer Vision, 2013
2012
Int. J. Pattern Recognit. Artif. Intell., 2012
Segmentation of haematopoeitic cells in bone marrow using circle detection and splitting techniques.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Proceedings of the 21st International Conference on Pattern Recognition, 2012
2011
Detection of Neuron Membranes in Electron Microscopy Images Using Multi-scale Context and Radon-Like Features.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011
2010
Detection of neuron membranes in electron microscopy images using a serial neural network architecture.
Medical Image Anal., 2010
Edge enhanced spatio-temporal constrained reconstruction of undersampled dynamic contrast enhanced radial MRI.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010
Proceedings of the 20th International Conference on Pattern Recognition, 2010
Proceedings of the 20th International Conference on Pattern Recognition, 2010
Proceedings of the 20th International Conference on Pattern Recognition, 2010
Proceedings of the 20th International Conference on Pattern Recognition, 2010
Proceedings of the IEEE International Conference on Acoustics, 2010
2009
IEEE Trans. Image Process., 2009
Using the Stochastic Collocation Method for the Uncertainty Quantification of Drug Concentration Due to Depot Shape Variability.
IEEE Trans. Biomed. Eng., 2009
Medical Image Anal., 2009
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009
2008
Automatic classification of Alzheimer's Disease vs. Frontotemporal dementia: A spatial decision tree approach with FDG-PET.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
Proceedings of the International Conference on Image Processing, 2008
2007
Anisotropic Curvature Motion for Structure Enhancing Smoothing of 3D MR Angiography Data.
J. Math. Imaging Vis., 2007
Robust non-linear dimensionality reduction using successive 1-dimensional Laplacian Eigenmaps.
Proceedings of the Machine Learning, 2007
2006
Adaptive Markov modeling for mutual-information-based, unsupervised MRI brain-tissue classification.
Medical Image Anal., 2006
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
Proceedings of the Computer Vision, 2006
2005
Proceedings of the 16th IEEE Visualization Conference, 2005
MRI Tissue Classification with Neighborhood Statistics: A Nonparametric, Entropy-Minimizing Approach.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005
Proceedings of the 2005 International Conference on Image Processing, 2005
A geometric multigrid approach to solving the 2D inhomogeneous Laplace equation with internal Dirichlet boundary conditions.
Proceedings of the 2005 International Conference on Image Processing, 2005
2004
IEEE Trans. Pattern Anal. Mach. Intell., 2004
2003
Curvature-Based Transfer Functions for Direct Volume Rendering: Methods and Applications.
Proceedings of the 14th IEEE Visualization Conference, 2003
Anisotropic diffusion of surface normals for feature preserving surface reconstruction.
Proceedings of the 4th International Conference on 3D Digital Imaging and Modeling (3DIM 2003), 2003
Proceedings of the 4th International Conference on 3D Digital Imaging and Modeling (3DIM 2003), 2003
2002
Proceedings of the 13th IEEE Visualization Conference, 2002
2000
IEEE Trans. Image Process., 2000
Proceedings of the 15th International Conference on Pattern Recognition, 2000
1999
Proceedings of the 1999 Conference on Computer Vision and Pattern Recognition (CVPR '99), 1999
1998
Proceedings of the Sixth International Conference on Computer Vision (ICCV-98), 1998
Proceedings of the Document Recognition V, San Jose, CA, USA, January 24, 1998, 1998