Amin Katouzian
According to our database1,
Amin Katouzian
authored at least 49 papers
between 2006 and 2020.
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Bibliography
2020
Pneumothorax and chest tube classification on chest x-rays for detection of missed pneumothorax.
CoRR, 2020
2018
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
2017
Pattern Recognit., 2017
ReLayNet: Retinal Layer and Fluid Segmentation of Macular Optical Coherence Tomography using Fully Convolutional Network.
CoRR, 2017
3D intra-operative ultrasound and MR image guidance: pursuing an ultrasound-based management of brainshift to enhance neuronavigation.
Int. J. Comput. Assist. Radiol. Surg., 2017
Error Corrective Boosting for Learning Fully Convolutional Networks with Limited Data.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017
2016
Lumen Segmentation in Intravascular Optical Coherence Tomography Using Backscattering Tracked and Initialized Random Walks.
IEEE J. Biomed. Health Informatics, 2016
Neuron-Miner: An Advanced Tool for Morphological Search and Retrieval in Neuroscientific Image Databases.
Neuroinformatics, 2016
Supervised domain adaptation of decision forests: Transfer of models trained in vitro for in vivo intravascular ultrasound tissue characterization.
Medical Image Anal., 2016
CoRR, 2016
Survival analysis for high-dimensional, heterogeneous medical data: Exploring feature extraction as an alternative to feature selection.
Artif. Intell. Medicine, 2016
Deeply learnt hashing forests for content based image retrieval in prostate MR images.
Proceedings of the Medical Imaging 2016: Image Processing, 2016
Multiscale distribution preserving autoencoders for plaque detection in intravascular optical coherence tomography.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
2015
Stratification of coronary artery disease patients for revascularization procedure based on estimating adverse effects.
BMC Medical Informatics Decis. Mak., 2015
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2015
Hashing Forests for Morphological Search and Retrieval in Neuroscientific Image Databases.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015
Cardiac MRI derived epicardial fat maps to assist VT ablation procedures for subjects with implantable devices.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
Deep learning of tissue specific speckle representations in optical coherence tomography and deeper exploration for in situ histology.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
Bag of forests for modelling of tissue energy interaction in optical coherence tomography for atherosclerotic plaque susceptibility assessment.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
Mutually coherent structural representation for image registration through joint manifold embedding and alignment.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
Deformable registration of immunofluorescence and histology using iterative cross-modal propagation.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
2014
Joint learning of ultrasonic backscattering statistical physics and signal confidence primal for characterizing atherosclerotic plaques using intravascular ultrasound.
Medical Image Anal., 2014
Comput. Medical Imaging Graph., 2014
Proceedings of the Medical Imaging 2014: Image Processing, 2014
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014
Transfer learning of tissue photon interaction in optical coherence tomography towardsin vivo histology of the oral mucosa.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014
2013
Standardized evaluation framework for evaluating coronary artery stenosis detection, stenosis quantification and lumen segmentation algorithms in computed tomography angiography.
Medical Image Anal., 2013
Segmentation by retrieval with guided random walks: Application to left ventricle segmentation in MRI.
Medical Image Anal., 2013
2012
A State-of-the-Art Review on Segmentation Algorithms in Intravascular Ultrasound (IVUS) Images.
IEEE Trans. Inf. Technol. Biomed., 2012
Iterative Self-Organizing Atherosclerotic Tissue Labeling in Intravascular Ultrasound Images and Comparison With Virtual Histology.
IEEE Trans. Biomed. Eng., 2012
Proceedings of the Biomedical Image Registration - 5th International Workshop, 2012
Supervised classification for customized intraoperative augmented reality visualization.
Proceedings of the 11th IEEE International Symposium on Mixed and Augmented Reality, 2012
Brushlet segmentation for automatic detection of lumen borders in IVUS images: A comparison study.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
A Systematic Approach Toward Reliable Atherosclerotic Plaque Characterization in IVUS Images.
Proceedings of the Bildverarbeitung für die Medizin 2012 - Algorithmen - Systeme, 2012
2009
Lumen Border Detection of Intravascular Ultrasound via Denoising of Directional Wavelet Representations.
Proceedings of the Functional Imaging and Modeling of the Heart, 2009
2008
Challenges in Atherosclerotic Plaque Characterization With Intravascular Ultrasound (IVUS): From Data Collection to Classification.
IEEE Trans. Inf. Technol. Biomed., 2008
Texture-driven coronary artery plaque characterization using wavelet packet signatures.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
2006
A New Automated Technique for Left- and Right-Ventricular Segmentation in Magnetic Resonance Imaging.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006