A. Katouzian

发表

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

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

Quantifying Atherosclerosis: IVUS Imaging For Lumen Border Detection And Plaque Characterization

A. Katouzian, 2011 .

Quantification of Coronary Arterial Stenosis by Inflating Tubes in CT Angiographic images

Mandana Javanshir Moghaddam, Nassir Navab, S. Carlier, 2012 .

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.

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.

Domain Adapted Model for In Vivo Intravascular Ultrasound Tissue Characterization

Abhijit Guha Roy, Nassir Navab, T. Syeda-Mahmood, 2017 .

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).

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

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

Columbia University Medical Center and The Cardiovascular Research Foundation Atherosclerotic Plaque Characterization from Radio Frequency Ultrasound Signal Processing

S. Carlier, A. Katouzian, Kaoru Tanaka, 2007 .

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

Nassir Navab, A. Katouzian, Sebastian Pölsterl, 2016, F1000Research.

Technical aspects of total revascularization in off-pump coronary bypass via sternotomy approach.

F. Baumgartner, A. Gheissari, G. Panagiotides, 1999, The Annals of thoracic surgery.

DREAM Community. Prediction of overall survival for patients with metastatic castration-resistant prostate cancer: development of a prognostic model through a crowdsourced challenge with open clinical trial

Stephen R. Piccolo, Suleiman A. Khan, Luke N. Kumar, 2016 .

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..

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.

Hunting for necrosis in the shadows of intravascular ultrasound

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

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..

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.

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).

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.

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..

Fast Training of Support Vector Machines for Survival Analysis

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

In situ histology of mice skin through transfer learning of tissue energy interaction in optical coherence tomography

Nassir Navab, Jyotirmoy Chatterjee, Ajoy K. Ray, 2013 .

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.

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

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

An Efficient Training Algorithm for Kernel Survival Support Vector Machines pdf

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

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.

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.

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.

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).

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

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

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.

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.

Deep Multiple Instance Hashing for Scalable Medical Image Retrieval

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

Hashing with Residual Networks for Image Retrieval

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

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 .

Fast Training of Support Vector Machines for Survival Analysis

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

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).

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.

Deep Residual Hashing pdf

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

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

Abhijit Guha Roy, Nassir Navab, S. Karri, 2017, Biomedical optics express.

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

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

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

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

Metric hashing forests

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

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

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

Hashing Forests for Morphological Search and Retrieval in Neuroscientific Image Databases

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

A New Automated Technique for Left- and Right-Ventricular Segmentation in Magnetic Resonance Imaging

A. Katouzian, A. Prakash, E. Konofagou, 2006, 2006 International Conference of the IEEE Engineering in Medicine and Biology Society.

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).

Heterogeneous ensembles for predicting survival of metastatic, castrate-resistant prostate cancer patients [version 2; peer review: 1 approved, 2 approved with reservations]

N. Navab, A. Katouzian, Sailesh Conjeti, 2022 .