Tolga Tasdizen

ORCID

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 77

Top Venues

CoRR

ISBI

IEEE Trans. Image Process.

ICIP

Publications

Xiaoya Tang, Bodong Zhang, Beatrice S. Knudsen, Tolga Tasdizen
DuoFormer: Leveraging Hierarchical Visual Representations by Local and Global Attention. CoRR (2024)
Mingzhen Shao, Tolga Tasdizen, Sarang C. Joshi
Analyzing the Domain Shift Immunity of Deep Homography Estimation. WACV (2024)
Man Minh Ho, Elham Ghelichkhan, Yosep Chong, Yufei Zhou, Beatrice Knudsen, Tolga Tasdizen
DISC: Latent Diffusion Models with Self-Distillation from Separated Conditions for Prostate Cancer Grading. CoRR (2024)
Man Minh Ho, Shikha Dubey, Yosep Chong, Beatrice Knudsen, Tolga Tasdizen
F2FLDM: Latent Diffusion Models with Histopathology Pre-Trained Embeddings for Unpaired Frozen Section to FFPE Translation. CoRR (2024)
Ricardo Bigolin Lanfredi, Joyce D. Schroeder, Tolga Tasdizen
Quantifying the preferential direction of the model gradient in adversarial training with projected gradient descent. Pattern Recognit. 139 (2023)
Jake A. Bergquist, Brian Zenger, James N. Brundage, Rob S. MacLeod, Rashmee Shah, Xiangyang Ye, Ann Lyones, Ravi Ranjan, Tolga Tasdizen, T. Jared Bunch, Benjamin Steinberg
Comparison of Machine Learning Detection of Low Left Ventricular Ejection Fraction Using Individual ECG Leads. CinC (2023)
Mitra Alirezaei, Quynh C. Nguyen, Ross T. Whitaker, Tolga Tasdizen
Multi-Task Classification for Improved Health Outcome Prediction Based on Environmental Indicators. IEEE Access 11 (2023)
Bodong Zhang, Hamid Manoochehri, Man Minh Ho, Fahimeh Fooladgar, Yosep Chong, Beatrice S. Knudsen, Deepika Sirohi, Tolga Tasdizen
CLASS-M: Adaptive stain separation-based contrastive learning with pseudo-labeling for histopathological image classification. CoRR (2023)
Mingzhen Shao, Tolga Tasdizen, Sarang C. Joshi
Analyzing the Domain Shift Immunity of Deep Homography Estimation. CoRR (2023)
Bram Hunt, Eugene Kwan, Tolga Tasdizen, Jake Bergquist, Matthias Lange, Benjamin A. Orkild, Robert S. MacLeod, Derek J. Dosdall, Ravi Ranjan
Transfer Learning for Improved Classification of Drivers in Atrial Fibrillation. CinC (2023)
Bodong Zhang, Beatrice Knudsen, Deepika Sirohi, Alessandro Ferrero, Tolga Tasdizen
Stain Based Contrastive Co-training for Histopathological Image Analysis. MILLanD@MICCAI (2022)
Quynh C. Nguyen, Thomas W. Belnap, Pallavi Dwivedi, Amir Hossein Nazem Deligani, Abhinav Kumar, Dapeng Li, Ross T. Whitaker, Jessica Keralis, Heran Mane, Xiaohe Yue, Thu T. Nguyen, Tolga Tasdizen, Kim D. Brunisholz
Google Street View Images as Predictors of Patient Health Outcomes, 2017-2019. Big Data Cogn. Comput. 6 (1) (2022)
Bodong Zhang, Beatrice Knudsen, Deepika Sirohi, Alessandro Ferrero, Tolga Tasdizen
Stain based contrastive co-training for histopathological image analysis. CoRR (2022)
Ricardo Bigolin Lanfredi, Joyce D. Schroeder, Tolga Tasdizen
Localization supervision of chest x-ray classifiers using label-specific eye-tracking annotation. CoRR (2022)
Mitra Alirezaei, Tolga Tasdizen
Adversarial Robust Classification by Conditional Generative Model Inversion. ICMLC (2022)
Mitra Alirezaei, Tolga Tasdizen
Adversarially Robust Classification by Conditional Generative Model Inversion. CoRR (2022)
Ricardo Bigolin Lanfredi, Ambuj Arora, Trafton Drew, Joyce D. Schroeder, Tolga Tasdizen
Comparing radiologists' gaze and saliency maps generated by interpretability methods for chest x-rays. CoRR (2021)
Vahid Keshavarzzadeh, Mitra Alirezaei, Tolga Tasdizen, Robert M. Kirby
Image-Based Multiresolution Topology Optimization Using Deep Disjunctive Normal Shape Model. Comput. Aided Des. 130 (2021)
Ricardo Bigolin Lanfredi, Mingyuan Zhang, William F. Auffermann, Jessica Chan, Phuong-Anh T. Duong, Vivek Srikumar, Trafton Drew, Joyce D. Schroeder, Tolga Tasdizen
REFLACX, a dataset of reports and eye-tracking data for localization of abnormalities in chest x-rays. CoRR (2021)
Ricardo Bigolin Lanfredi, Joyce D. Schroeder, Clement Vachet, Tolga Tasdizen
Interpretation of Disease Evidence for Medical Images Using Adversarial Deformation Fields. MICCAI (2) (2020)
Mehran Javanmardi, Dina Huang, Pallavi Dwivedi, Sahil Khanna, Kim Brunisholz, Ross T. Whitaker, Quynh Nguyen, Tolga Tasdizen
Analyzing Associations Between Chronic Disease Prevalence and Neighborhood Quality Through Google Street View Images. IEEE Access 8 (2020)
Ricardo Bigolin Lanfredi, Joyce D. Schroeder, Tolga Tasdizen
Quantifying the Preferential Direction of the Model Gradient in Adversarial Training With Projected Gradient Descent. CoRR (2020)
Wenguang Yuan, Jia Wei, Jiabing Wang, Qianli Ma, Tolga Tasdizen
Unified generative adversarial networks for multimodal segmentation from unpaired 3D medical images. Medical Image Anal. 64 (2020)
Mohammad Mehdi Hosseini, Amarachi Umunnakwe, Masood Parvania, Tolga Tasdizen
Intelligent Damage Classification and Estimation in Power Distribution Poles Using Unmanned Aerial Vehicles and Convolutional Neural Networks. IEEE Trans. Smart Grid 11 (4) (2020)
Yunjun Xiao, Jia Wei, Jiabing Wang, Qianli Ma, Shandian Zhe, Tolga Tasdizen
Graph constraint-based robust latent space low-rank and sparse subspace clustering. Neural Comput. Appl. 32 (12) (2020)
Zhaotao Wu, Jia Wei, Wenguang Yuan, Jiabing Wang, Tolga Tasdizen
Inter-Slice Image Augmentation Based on Frame Interpolation for Boosting Medical Image Segmentation Accuracy. ECAI (2020)
Ricardo Bigolin Lanfredi, Joyce D. Schroeder, Clement Vachet, Tolga Tasdizen
Interpretation of Disease Evidence for Medical Images Using Adversarial Deformation Fields. CoRR (2020)
Zhaotao Wu, Jia Wei, Wenguang Yuan, Jiabing Wang, Tolga Tasdizen
Inter-slice image augmentation based on frame interpolation for boosting medical image segmentation accuracy. CoRR (2020)
Ertunc Erdil, Sinan Yildirim, Tolga Tasdizen, Müjdat Çetin
Pseudo-Marginal MCMC Sampling for Image Segmentation Using Nonparametric Shape Priors. IEEE Trans. Image Process. 28 (11) (2019)
Ricardo Bigolin Lanfredi, Joyce D. Schroeder, Clement Vachet, Tolga Tasdizen
Adversarial Regression Training for Visualizing the Progression of Chronic Obstructive Pulmonary Disease with Chest X-Rays. MICCAI (6) (2019)
Nisha Ramesh, Tolga Tasdizen
Cell Segmentation Using a Similarity Interface With a Multi-Task Convolutional Neural Network. IEEE J. Biomed. Health Informatics 23 (4) (2019)
Wenguang Yuan, Jia Wei, Jiabing Wang, Qianli Ma, Tolga Tasdizen
Unified Attentional Generative Adversarial Network for Brain Tumor Segmentation from Multimodal Unpaired Images. MICCAI (3) (2019)
Ertunc Erdil, Ali Ozgur Argunsah, Tolga Tasdizen, Devrim Ünay, Müjdat Çetin
Combining nonparametric spatial context priors with nonparametric shape priors for dendritic spine segmentation in 2-phoyon microscopy images. CoRR (2019)
Ricardo Bigolin Lanfredi, Joyce D. Schroeder, Clement Vachet, Tolga Tasdizen
Adversarial regression training for visualizing the progression of chronic obstructive pulmonary disease with chest x-rays. CoRR (2019)
Ertunc Erdil, A. OzgurArgunsah, Tolga Tasdizen, Devrim Ünay, Müjdat Çetin
Combining Nonparametric Spatial Context Priors With Nonparametric Shape Priors for Dendritic Spine Segmentation in 2-Photon Microscopy Images. ISBI (2019)
Wenguang Yuan, Jia Wei, Jiabing Wang, Qianli Ma, Tolga Tasdizen
Unified Attentional Generative Adversarial Network for Brain Tumor Segmentation From Multimodal Unpaired Images. CoRR (2019)
Nisha Ramesh, Tolga Tasdizen
Semi-supervised learning for cell tracking in microscopy images. ISBI (2018)
Devi Ayyagari, Nisha Ramesh, Dimitri Yatsenko, Tolga Tasdizen, Cristain Atria
Image reconstruction using priors from deep learning. Medical Imaging: Image Processing (2018)
Mehran Javanmardi, Ricardo Bigolin Lanfredi, Müjdat Çetin, Tolga Tasdizen
Image Segmentation by Deep Learning of Disjunctive Normal Shape Model Shape Representation. CVPR Workshops (2018)
Mehran Javanmardi, Tolga Tasdizen
Domain adaptation for biomedical image segmentation using adversarial training. ISBI (2018)
Tolga Tasdizen, Mehdi Sajjadi, Mehran Javanmardi, Nisha Ramesh
Improving the robustness of convolutional networks to appearance variability in biomedical images. ISBI (2018)
Fitsum Mesadi, Ertunc Erdil, Müjdat Çetin, Tolga Tasdizen
Image Segmentation Using Disjunctive Normal Bayesian Shape and Appearance Models. IEEE Trans. Medical Imaging 37 (1) (2018)
Ertunc Erdil, Sinan Yildirim, Tolga Tasdizen, Müjdat Çetin
Image Segmentation with Pseudo-marginal MCMC Sampling and Nonparametric Shape Priors. CoRR (2018)
Tolga Tasdizen, Mehdi Sajjadi, Mehran Javanmardi, Nisha Ramesh
Appearance invariance in convolutional networks with neighborhood similarity. CoRR (2017)
Ertunc Erdil, Muhammad Usman Ghani, Lavdie Rada, Ali Ozgur Argunsah, Devrim Ünay, Tolga Tasdizen, Müjdat Çetin
Nonparametric Joint Shape and Feature Priors for Image Segmentation. IEEE Trans. Image Process. 26 (11) (2017)
Ertunc Erdil, Fitsum Mesadi, Tolga Tasdizen, Müjdat Çetin
Disjunctive Normal Shape Boltzmann Machine. ICASSP (2017)
Fitsum Mesadi, Müjdat Çetin, Tolga Tasdizen
Disjunctive Normal Parametric Level Set With Application to Image Segmentation. IEEE Trans. Image Process. 26 (6) (2017)
Jun Zhu, An-An Liu, Mei Chen, Tolga Tasdizen, Hang Su
Special Issue on Biomedical Big Data: Understanding, Learning and Applications. IEEE Trans. Big Data 3 (4) (2017)
Mehdi Sajjadi, Mehran Javanmardi, Tolga Tasdizen
Mutual exclusivity loss for semi-supervised deep learning. ICIP (2016)
Ertunc Erdil, Sinan Yildirim, Müjdat Çetin, Tolga Tasdizen
MCMC Shape Sampling for Image Segmentation with Nonparametric Shape Priors. CoRR (2016)
Ting Liu, Miaomiao Zhang, Mehran Javanmardi, Nisha Ramesh, Tolga Tasdizen
SSHMT: Semi-supervised Hierarchical Merge Tree for Electron Microscopy Image Segmentation. CoRR (2016)
Ertunc Erdil, Sinan Yildirim, Müjdat Çetin, Tolga Tasdizen
MCMC Shape Sampling for Image Segmentation with Nonparametric Shape Priors. CVPR (2016)
Mehdi Sajjadi, Mehran Javanmardi, Tolga Tasdizen
Regularization With Stochastic Transformations and Perturbations for Deep Semi-Supervised Learning. NIPS (2016)
Majed Elwardy, Tolga Tasdizen, Müjdat Çetin
Disjunctive normal unsupervised LDA for P300-based brain-computer interfaces. SIU (2016)
Mehdi Sajjadi, Mojtaba Seyedhosseini, Tolga Tasdizen
Disjunctive normal networks. Neurocomputing 218 (2016)
Mehran Javanmardi, Mehdi Sajjadi, Ting Liu, Tolga Tasdizen
Unsupervised Total Variation Loss for Semi-supervised Deep Learning of Semantic Segmentation. CoRR (2016)
Mehdi Sajjadi, Mehran Javanmardi, Tolga Tasdizen
Mutual Exclusivity Loss for Semi-Supervised Deep Learning. CoRR (2016)
Ting Liu, Miaomiao Zhang, Mehran Javanmardi, Nisha Ramesh, Tolga Tasdizen
SSHMT: Semi-supervised Hierarchical Merge Tree for Electron Microscopy Image Segmentation. ECCV (1) (2016)
Muhammad Usman Ghani, Ertunc Erdil, Sumeyra Demir Kanik, Ali Ozgur Argunsah, Anna Felicity Hobbiss, Inbal Israely, Devrim Ünay, Tolga Tasdizen, Müjdat Çetin
Dendritic Spine Shape Analysis: A Clustering Perspective. CoRR (2016)
Muhammad Usman Ghani, Ertunç Erdil, Sümeyra Demir Kanik, Ali Özgür Argunsah, Anna Felicity Hobbiss, Inbal Israely, Devrim Ünay, Tolga Tasdizen, Müjdat Çetin
Dendritic Spine Shape Analysis: A Clustering Perspective. ECCV Workshops (1) (2016)
Mojtaba Seyedhosseini, Tolga Tasdizen
Semantic Image Segmentation with Contextual Hierarchical Models. IEEE Trans. Pattern Anal. Mach. Intell. 38 (5) (2016)
Fitsum Mesadi, Tolga Tasdizen
Convex Decomposition And Efficient Shape Representation Using Deformable Convex Polytopes. CoRR (2016)
Muhammad Usman Ghani, Ali Ozgur Argunsah, Inbal Israely, Devrim Ünay, Tolga Tasdizen, Müjdat Çetin
On comparison of manifold learning techniques for dendritic spine classification. ISBI (2016)
Fitsum Mesadi, Müjdat Çetin, Tolga Tasdizen
Disjunctive Normal Level Set: An Efficient Parametric Implicit Method. CoRR (2016)
Muhammad Usman Ghani, Fitsum Mesadi, Sumeyra Demir Kanik, Ali Ozgur Argunsah, Inbal Israely, Devrim Ünay, Tolga Tasdizen, Müjdat Çetin
Dendritic spine shape analysis using disjunctive normal shape models. ISBI (2016)
Ertunc Erdil, Lavdie Rada, Ali Ozgur Argunsah, Inbal Israely, Devrim Ünay, Tolga Tasdizen, Müjdat Çetin
Nonparametric joint shape and feature priors for segmentation of dendritic spines. ISBI (2016)
Ting Liu, Mojtaba Seyedhosseini, Tolga Tasdizen
Image Segmentation Using Hierarchical Merge Tree. IEEE Trans. Image Process. 25 (10) (2016)
Fitsum Mesadi, Müjdat Çetin, Tolga Tasdizen
Disjunctive normal level set: An efficient parametric implicit method. ICIP (2016)
Mehdi Sajjadi, Mehran Javanmardi, Tolga Tasdizen
Regularization With Stochastic Transformations and Perturbations for Deep Semi-Supervised Learning. CoRR (2016)
Nisha Ramesh, Fitsum Mesadi, Müjdat Çetin, Tolga Tasdizen
Disjunctive normal shape models. ISBI (2015)
Muhammad Usman Ghani, Sumeyra Demir Kanik, Ali Ozgur Argunsah, Tolga Tasdizen, Devrim Ünay, Müjdat Çetin
Dendritic spine shape classification from two-photon microscopy images. SIU (2015)
Mojtaba Seyedhosseini, Tolga Tasdizen
Disjunctive normal random forests. Pattern Recognit. 48 (3) (2015)
Fitsum Mesadi, Müjdat Çetin, Tolga Tasdizen
Disjunctive Normal Shape and Appearance Priors with Applications to Image Segmentation. MICCAI (3) (2015)
Ertunc Erdil, Ali Ozgur Argunsah, Tolga Tasdizen, Devrim Ünay, Müjdat Çetin
A joint classification and segmentation approach for dendritic spine segmentation in 2-photon microscopy images. ISBI (2015)
Ismail Yilmaz, Sumeyra Demir Kanik, Tolga Tasdizen, Müjdat Çetin
Semi-supervised adaptation of motor imagery based BCI systems. SIU (2015)
Mehdi Sajjadi, Mojtaba Seyedhosseini, Tolga Tasdizen
Nonlinear Regression with Logistic Product Basis Networks. IEEE Signal Process. Lett. 22 (8) (2015)
Ting Liu, Mojtaba Seyedhosseini, Tolga Tasdizen
Image Segmentation Using Hierarchical Merge Tree. CoRR (2015)
Nisha Ramesh, Tolga Tasdizen
Cell tracking using particle filters with implicit convex shape model in 4D confocal microscopy images. ICIP (2014)
Mojtaba Seyedhosseini, Tolga Tasdizen
Scene Labeling with Contextual Hierarchical Models. CoRR (2014)
Mehdi Sajjadi, Mojtaba Seyedhosseini, Tolga Tasdizen
Disjunctive Normal Networks. CoRR (2014)
Elizabeth Jurrus, Shigeki Watanabe, Richard J. Giuly, António R. C. Paiva, Mark H. Ellisman, Erik M. Jorgensen, Tolga Tasdizen
Semi-Automated Neuron Boundary Detection and Nonbranching Process Segmentation in Electron Microscopy Images. Neuroinformatics 11 (1) (2013)
Cory Jay Jones, Mojtaba Seyedhosseini, Mark H. Ellisman, Tolga Tasdizen
Neuron segmentation in electron microscopy images using partial differential equations. ISBI (2013)
Mojtaba Seyedhosseini, Mark H. Ellisman, Tolga Tasdizen
Segmentation of mitochondria in electron microscopy images using algebraic curves. ISBI (2013)
Nisha Ramesh, Hideo Otsuna, Tolga Tasdizen
Three-dimensional alignment and merging of confocal microscopy stacks. ICIP (2013)
Ting Liu, Mojtaba Seyedhosseini, Mark H. Ellisman, Tolga Tasdizen
Watershed merge forest classification for electron microscopy image stack segmentation. ICIP (2013)
Cory Jay Jones, Ting Liu, Mark H. Ellisman, Tolga Tasdizen
Semi-automatic neuron segmentation in electron microscopy images via sparse labeling. ISBI (2013)
Mojtaba Seyedhosseini, Tolga Tasdizen
Multi-Class Multi-Scale Series Contextual Model for Image Segmentation. IEEE Trans. Image Process. 22 (11) (2013)
Mojtaba Seyedhosseini, Mehdi Sajjadi, Tolga Tasdizen
Image Segmentation with Cascaded Hierarchical Models and Logistic Disjunctive Normal Networks. ICCV (2013)
António R. C. Paiva, Tolga Tasdizen
Fingerprint Image Segmentation using Data Manifold Characteristic Features. Int. J. Pattern Recognit. Artif. Intell. 26 (4) (2012)
Nisha Ramesh, Mohamed E. Salama, Tolga Tasdizen
Segmentation of haematopoeitic cells in bone marrow using circle detection and splitting techniques. ISBI (2012)
Ting Liu, Elizabeth Jurrus, Mojtaba Seyedhosseini, Mark H. Ellisman, Tolga Tasdizen
Watershed merge tree classification for electron microscopy image segmentation. ICPR (2012)
Luke Hogrebe, António R. C. Paiva, Elizabeth Jurrus, Cameron Christensen, Michael Bridge, Julie R. Korenberg, Tolga Tasdizen
Trace driven registration of neuron confocal microscopy stacks. ISBI (2011)
Mojtaba Seyedhosseini, António R. C. Paiva, Tolga Tasdizen
Fast AdaBoost training using weighted novelty selection. IJCNN (2011)
Mojtaba Seyedhosseini, Ritwik Kumar, Elizabeth Jurrus, Rick Giuly, Mark H. Ellisman, Hanspeter Pfister, Tolga Tasdizen
Detection of Neuron Membranes in Electron Microscopy Images Using Multi-scale Context and Radon-Like Features. MICCAI (1) (2011)
Zhe Leng, Julie R. Korenberg, Badri Roysam, Tolga Tasdizen
A rapid 2-D centerline extraction method based on tensor voting. ISBI (2011)
Samuel Gerber, Tolga Tasdizen, P. Thomas Fletcher, Sarang C. Joshi, Ross T. Whitaker
Manifold modeling for brain population analysis. Medical Image Anal. 14 (5) (2010)
António R. C. Paiva, Elizabeth Jurrus, Tolga Tasdizen
Using Sequential Context for Image Analysis. ICPR (2010)
Srikant K. Iyer, Edward V. R. Di Bella, Tolga Tasdizen
Edge enhanced spatio-temporal constrained reconstruction of undersampled dynamic contrast enhanced radial MRI. ISBI (2010)
Ganesh Adluru, Tolga Tasdizen, Ross T. Whitaker, Edward V. R. Di Bella
Improving Undersampled MRI Reconstruction Using Non-local Means. ICPR (2010)
António R. C. Paiva, Tolga Tasdizen
Detection of Salient Image Points Using Principal Subspace Manifold Structure. ICPR (2010)

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Publication Activity (10 Years)

Top Topics

Top Venues

Tolga Tasdizen