Amin Katouzian

发表

A Systematic Approach Toward Reliable Atherosclerotic Plaque Characterization in IVUS Images

Nassir Navab, Andrew F. Laine, Athanasios Karamalis, 2012, Bildverarbeitung für die Medizin.

Confidence estimation in IVUS radio-frequency data with random walks

Nassir Navab, Athanasios Karamalis, Amin Katouzian, 2012, 2012 9th IEEE International Symposium on Biomedical Imaging (ISBI).

Segmentation by retrieval with guided random walks: Application to left ventricle segmentation in MRI

Nassir Navab, Athanasios Karamalis, Abouzar Eslami, 2013, Medical Image Anal..

Multiscale distribution preserving autoencoders for plaque detection in intravascular optical coherence tomography

Nassir Navab, Pranab K. Dutta, Abhijit Guha Roy, 2016, 2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI).

Mutually coherent structural representation for image registration through joint manifold embedding and alignment

Nassir Navab, Sailesh Conjeti, Mehmet Yigitsoy, 2015, 2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI).

Coupled Manifold Learning for Retrieval Across Modalities

Nassir Navab, Sailesh Conjeti, Anees Kazi, 2017, 2017 IEEE International Conference on Computer Vision Workshops (ICCVW).

Deeply learnt hashing forests for content based image retrieval in prostate MR images

Nassir Navab, Sailesh Conjeti, Amin Katouzian, 2016, SPIE Medical Imaging.

Brushlet segmentation for automatic detection of lumen borders in IVUS images: A comparison study

Elsa D. Angelini, Andrew F. Laine, Amin Katouzian, 2012, 2012 9th IEEE International Symposium on Biomedical Imaging (ISBI).

Hashing-Based Atlas Ranking and Selection for Multiple-Atlas Segmentation

Nassir Navab, Hongzhi Wang, Anup Pillai, 2018, MICCAI.

Deep Multiple Instance Hashing for Scalable Medical Image Retrieval

Nassir Navab, Sailesh Conjeti, Magdalini Paschali, 2017, MICCAI.

Structure propagation for deformable image stitching

Nassir Navab, Mehmet Yigitsoy, Amin Katouzian, 2015, 2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI).

Cross-Modal Manifold Learning for Cross-modal Retrieval pdf

Nassir Navab, Sailesh Conjeti, Anees Kazi, 2016, ArXiv.

Cardiac MRI derived epicardial fat maps to assist VT ablation procedures for subjects with implantable devices

Nassir Navab, Peng Hu, Daniel B. Ennis, 2015, 2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI).

Stratification of coronary artery disease patients for revascularization procedure based on estimating adverse effects

Nassir Navab, Maneesh Kumar Singh, Ali Kamen, 2015, BMC Medical Informatics and Decision Making.

Random forest learning of ultrasonic statistical physics and object spaces for lesion detection in 2D sonomammography

Nassir Navab, Peter B. Noël, Ajoy Kumar Ray, 2013, Medical Imaging.

Classification of blood regions in IVUS images using three dimensional brushlet expansions

Elsa D. Angelini, Andrew F. Laine, M. Alper Selver, 2009, 2009 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Supervised domain adaptation of decision forests: Transfer of models trained in vitro for in vivo intravascular ultrasound tissue characterization

Nassir Navab, Abhijit Guha Roy, Sailesh Conjeti, 2016, Medical Image Anal..

Lumen Segmentation in Intravascular Optical Coherence Tomography Using Backscattering Tracked and Initialized Random Walks

Nassir Navab, Pranab K. Dutta, Abhijit Guha Roy, 2016, IEEE Journal of Biomedical and Health Informatics.

Challenges in tissue characterization from backscattered intravascular ultrasound signals

Amin Katouzian, Shashidhar Sathyanarayana, Wenguang Li, 2007, SPIE Medical Imaging.

Joint learning of ultrasonic backscattering statistical physics and signal confidence primal for characterizing atherosclerotic plaques using intravascular ultrasound

Nassir Navab, Peter B. Noël, Ajoy Kumar Ray, 2014, Medical Image Anal..

Automatic detection of blood versus non-blood regions on intravascular ultrasound (IVUS) images using wavelet packet signatures

Elisa E. Konofagou, Andrew F. Laine, Amin Katouzian, 2008, SPIE Medical Imaging.

3D intra-operative ultrasound and MR image guidance: pursuing an ultrasound-based management of brainshift to enhance neuronavigation

Nassir Navab, Marco Riva, Fausto Milletari, 2017, International Journal of Computer Assisted Radiology and Surgery.

An Efficient Training Algorithm for Kernel Survival Support Vector Machines pdf

Nassir Navab, Amin Katouzian, Sebastian Pölsterl, 2016, ArXiv.

Standardized evaluation framework for evaluating coronary artery stenosis detection, stenosis quantification and lumen segmentation algorithms in computed tomography angiography

Frédéric Precioso, Bogdan J. Matuszewski, Roman Goldenberg, 2013, Medical Image Anal..

An Alternative Approach to Spectrum-Based Atherosclerotic Plaque Characterization Techniques Using Intravascular Ultrasound (IVUS) Backscattered Signals

Elisa E. Konofagou, Andrew F. Laine, Amin Katouzian, 2008 .

Random ferns for multiple target tracking in microscopic retina image sequences

Nassir Navab, Slobodan Ilic, Mehmet Yigitsoy, 2015, 2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI).

IVUS-Histology Image Registration

Nassir Navab, Athanasios Karamalis, Abouzar Eslami, 2012, WBIR.

Hunting for necrosis in the shadows of intravascular ultrasound

Nassir Navab, Peter B. Noël, Ajoy Kumar Ray, 2014, Comput. Medical Imaging Graph..

Lumen Border Detection of Intravascular Ultrasound via Denoising of Directional Wavelet Representations

Elsa D. Angelini, Andrew F. Laine, Auranuch Lorsakul, 2009, FIMH.

Metric hashing forests

Nassir Navab, David Beymer, Tanveer F. Syeda-Mahmood, 2016, Medical Image Anal..

Indexing and mining large-scale neuron databases using maximum inner product search

Fumin Shen, Shaoting Zhang, Zhongyu Li, 2017, Pattern Recognit..

Maximum inner product search for morphological retrieval of large-scale neuron data

Fumin Shen, Shaoting Zhang, Sailesh Conjeti, 2016, 2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI).

Iterative Self-Organizing Atherosclerotic Tissue Labeling in Intravascular Ultrasound Images and Comparison With Virtual Histology

Nassir Navab, Elisa E. Konofagou, Andrew F. Laine, 2012, IEEE Transactions on Biomedical Engineering.

Learning Robust Hash Codes for Multiple Instance Image Retrieval pdf

Nassir Navab, Sailesh Conjeti, Magdalini Paschali, 2017, ArXiv.

Error Corrective Boosting for Learning Fully Convolutional Networks with Limited Data pdf

Nassir Navab, Christian Wachinger, Abhijit Guha Roy, 2017, MICCAI.

Texture-driven coronary artery plaque characterization using wavelet packet signatures

Elisa E. Konofagou, Andrew F. Laine, Amin Katouzian, 2008, 2008 5th IEEE International Symposium on Biomedical Imaging: From Nano to Macro.

ReLayNet: Retinal Layer and Fluid Segmentation of Macular Optical Coherence Tomography using Fully Convolutional Network

Nassir Navab, Christian Wachinger, Abhijit Guha Roy, 2017, Biomedical optics express.

Deep Residual Hashing pdf

Nassir Navab, Abhijit Guha Roy, Sailesh Conjeti, 2016, ArXiv.

Full-Wave Intravascular Ultrasound Simulation from Histology

Nassir Navab, Peter B. Noël, Sailesh Conjeti, 2014, MICCAI.

Deep learning of tissue specific speckle representations in optical coherence tomography and deeper exploration for in situ histology

Nassir Navab, Ajoy Kumar Ray, Debdoot Sheet, 2015, 2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI).

Survival analysis for high-dimensional, heterogeneous medical data: Exploring feature extraction as an alternative to feature selection

Nassir Navab, Sailesh Conjeti, Amin Katouzian, 2016, Artif. Intell. Medicine.

Blood Flow Quantication using 1D CFD Parameter Identication

Nassir Navab, Stefanie Demirci, Markus Kowarschik, 2017 .

Introducing nuclei scatterer patterns into histology based intravascular ultrasound simulation framework

Nassir Navab, Ernst J. Rummeny, Peter B. Noël, 2013, Medical Imaging.

Hashing Forests for Morphological Search and Retrieval in Neuroscientific Image Databases

Nassir Navab, Sailesh Conjeti, Philipp L. Rautenberg, 2015, MICCAI.

Hashing with Residual Networks for Image Retrieval

Nassir Navab, Abhijit Guha Roy, Sailesh Conjeti, 2017, MICCAI.

Pneumothorax and chest tube classification on chest x-rays for detection of missed pneumothorax pdf

Amin Katouzian, Yen-Fu Lu, Yiting Xie, 2020, ArXiv.

Transfer learning of tissue photon interaction in optical coherence tomography towardsin vivo histology of the oral mucosa

Nassir Navab, Satarupa Banerjee, Amita Giri, 2014, 2014 IEEE 11th International Symposium on Biomedical Imaging (ISBI).

Deformable registration of immunofluorescence and histology using iterative cross-modal propagation

Nassir Navab, Sailesh Conjeti, Tingying Peng, 2015, 2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI).

Supervised classification for customized intraoperative augmented reality visualization

Nassir Navab, Olivier Pauly, Pascal Fallavollita, 2012, 2012 IEEE International Symposium on Mixed and Augmented Reality (ISMAR).

Neuron-Miner: An Advanced Tool for Morphological Search and Retrieval in Neuroscientific Image Databases

Nassir Navab, Shaoting Zhang, Sailesh Conjeti, 2016, Neuroinformatics.

A State-of-the-Art Review on Segmentation Algorithms in Intravascular Ultrasound (IVUS) Images

Nassir Navab, Elsa D. Angelini, Jasjit S. Suri, 2012, IEEE Transactions on Information Technology in Biomedicine.

Blood flow quantification using 1D CFD parameter identification

Nassir Navab, Stefanie Demirci, Markus Kowarschik, 2014, Medical Imaging.

Challenges in Atherosclerotic Plaque Characterization With Intravascular Ultrasound (IVUS): From Data Collection to Classification

Elisa E. Konofagou, Amin Katouzian, Stephane G. Carlier, 2008, IEEE Transactions on Information Technology in Biomedicine.

Fast Training of Support Vector Machines for Survival Analysis

Nassir Navab, Amin Katouzian, Sebastian Pölsterl, 2015, ECML/PKDD.

Bag of forests for modelling of tissue energy interaction in optical coherence tomography for atherosclerotic plaque susceptibility assessment

Nassir Navab, Pranab K. Dutta, Abhijit Guha Roy, 2015, 2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI).

Heterogeneous ensembles for predicting survival of metastatic, castrate-resistant prostate cancer patients

Nassir Navab, Lichao Wang, Amin Katouzian, 2016, F1000Research.

Automatic detection of luminal borders in IVUS images by magnitude-phase histograms of complex brushlet coefficients

Elsa D. Angelini, Andrew F. Laine, Amin Katouzian, 2010, 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology.

Methods in Atherosclerotic Plaque Characterization Using Intravascular Ultrasound Images and Backscattered Signals

Andrew F. Laine, Amin Katouzian, Stéphane G. Carlier, 2011 .

Applications of Multiscale Overcomplete Wavelet-Based Representations in Intravascular Ultrasound (IVUS) Images

Elisa E. Konofagou, Elsa D. Angelini, Andrew F. Laine, 2012 .

New Approaches for Plaque Component Analysis in Intravascular Ultrasound (IVUS) Images

Nassir Navab, Arash Taki, Amin Katouzian, 2014 .

Heterogeneous ensembles for predicting survival of metastatic, castrate-resistant prostate cancer patients.

Nassir Navab, Lichao Wang, Amin Katouzian, 2016, F1000Research.