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Mina Rezaei
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Year
Identifying the best machine learning algorithms for brain tumor segmentation, progression assessment, and overall survival prediction in the BRATS challenge
M Bakas, Spyridon and Reyes, Mauricio and Jakab, Andras and Bauer, Stefan ...
Benchmark, 2018
1834*2018
A conditional adversarial network for semantic segmentation of brain tumor
M Rezaei, K Harmuth, W Gierke, T Kellermeier, M Fischer, H Yang, ...
Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries …, 2018
1702018
Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries: Third International Workshop, BrainLes 2017, Held in Conjunction with MICCAI 2017, Quebec City, QC …
A Crimi, S Bakas, H Kuijf, B Menze, M Reyes
Benchmark, 2018
832018
Recurrent generative adversarial network for learning imbalanced medical image semantic segmentation
M Rezaei, H Yang, C Meinel
Journal of Multimedia Tools and Applications, 1-20, 2019
692019
Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries: 4th International Workshop, BrainLes 2018, Held in Conjunction with MICCAI 2018, Granada, Spain …
A Crimi, S Bakas, H Kuijf, F Keyvan, M Reyes, T van Walsum
Springer - Benchmark, 2019
58*2019
Deep Neural Network with l2-norm Unit for Brain Lesions Detection
M Rezaei, H Yang, C Meinel
International Conference on Neural Information Processing 2017, 2017
422017
Whole heart and great vessel segmentation with context-aware of generative adversarial networks
M Rezaei, H Yang, C Meinel
Bildverarbeitung für die Medizin 2018: Algorithmen-Systeme-Anwendungen …, 2018
362018
voxel-GAN: adversarial framework for learning imbalanced brain tumor segmentation
M Rezaei, H Yang, C Meinel
Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries …, 2019
352019
Texture classification approach based on combination of random threshold vector technique and co-occurrence matrixes
M Rezaei, M Saberi, SF Ershad
Proceedings of 2011 International Conference on Computer Science and Network …, 2011
322011
Conditional generative refinement adversarial networks for unbalanced medical image semantic segmentation
M Rezaei, H Yang, C Meinel
WACV 2018, 2018
292018
Conditional Generative Adversarial Refinement Networks for Unbalanced Medical Image Semantic Segmentation
M Rezaei, H Yang, K Harmuth, C Meinel
2019 IEEE Winter Conference on Applications of Computer Vision (WACV), 1836-1845, 2019
282019
Instance tumor segmentation using multitask convolutional neural network
M Rezaei, H Yang, C Meinel
2018 International Joint Conference on Neural Networks (IJCNN), 1-8, 2018
272018
Biomedical image analysis competitions: The state of current participation practice
M Eisenmann, A Reinke, V Weru, MD Tizabi, F Isensee, TJ Adler, ...
arXiv preprint arXiv:2212.08568, 2022
242022
Exploitation of the polymeric immunoglobulin receptor for antibody targeting to renal cyst lumens in polycystic kidney disease
EE Olsan, T Matsushita, M Rezaei, T Weimbs
Journal of Biological Chemistry 290 (25), 15679-15686, 2015
212015
Generative multi-adversarial network for striking the right balance in abdominal image segmentation
M Rezaei, J Näppi, C Lippert, C Meinel, Y Hiroyuki
International journal of computer assisted radiology and surgery, 10, 2020
202020
FiLM-Ensemble: Probabilistic Deep Learning via Feature-wise Linear Modulation
M Ozgur Turkoglu, A Becker, HA Gündüz, M Rezaei, B Bischl, ...
NeurIPS 2022, arXiv: 2206.00050, 2022
18*2022
Generative synthetic adversarial network for internal bias correction and handling class imbalance problem in medical image diagnosis
M Rezaei, T Uemura, J Näppi, H Yoshida, C Lippert, C Meinel
Medical Imaging 2020: Computer-Aided Diagnosis 11314, 82-89, 2020
182020
Generative Adversarial Framework for Learning Multiple Clinical Tasks
M Rezaei, H Yang, C Meinel
2018 Digital Image Computing: Techniques and Applications (DICTA), 1-8, 2019
152019
Multi-task generative adversarial network for handling imbalanced clinical data
M Rezaei, H Yang, C Meinel
NeurIPS 2018 ML4Health workshop, 2018
122018
Brain abnormality detection by deep convolutional neural network
M Rezaei, H Yang, C Meinel
International Conference on Neural Information Processing 2017, 2017
102017
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Articles 1–20