Amin Katouzian

Publication Activity (10 Years)

Years Active: 2006-2020
Publications (10 Years): 32

Top Topics

Optical Coherence Tomography

Intravascular Ultrasound

Top Venues

Medical Image Anal.

Publications

Benedikt Graf, Arkadiusz Sitek, Amin Katouzian, Yen-Fu Lu, Arun Krishnan, Justin Rafael, Kirstin Small, Yiting Xie
Pneumothorax and chest tube classification on chest x-rays for detection of missed pneumothorax. CoRR (2020)
Amin Katouzian, Hongzhi Wang, Sailesh Conjeti, Hui Tang, Ehsan Dehghan, Alexandros Karargyris, Anup Pillai, Kenneth Clarkson, Nassir Navab
Hashing-Based Atlas Ranking and Selection for Multiple-Atlas Segmentation. MICCAI (4) (2018)
Abhijit Guha Roy, Sailesh Conjeti, Debdoot Sheet, Amin Katouzian, Nassir Navab, Christian Wachinger
Error Corrective Boosting for Learning Fully Convolutional Networks with Limited Data. CoRR (2017)
Abhijit Guha Roy, Sailesh Conjeti, Sri Phani Krishna Karri, Debdoot Sheet, Amin Katouzian, Christian Wachinger, Nassir Navab
ReLayNet: Retinal Layer and Fluid Segmentation of Macular Optical Coherence Tomography using Fully Convolutional Network. CoRR (2017)
Sailesh Conjeti, Magdalini Paschali, Amin Katouzian, Nassir Navab
Learning Robust Hash Codes for Multiple Instance Image Retrieval. CoRR (2017)
Marco Riva, Christoph Hennersperger, Fausto Milletari, Amin Katouzian, Federico Pessina, Benjamín Gutiérrez-Becker, Antonella Castellano, Nassir Navab, Lorenzo Bello
3D intra-operative ultrasound and MR image guidance: pursuing an ultrasound-based management of brainshift to enhance neuronavigation. Int. J. Comput. Assist. Radiol. Surg. 12 (10) (2017)
Zhongyu Li, Ruogu Fang, Fumin Shen, Amin Katouzian, Shaoting Zhang
Indexing and mining large-scale neuron databases using maximum inner product search. Pattern Recognit. 63 (2017)
Sailesh Conjeti, Abhijit Guha Roy, Amin Katouzian, Nassir Navab
Hashing with Residual Networks for Image Retrieval. MICCAI (3) (2017)
Anees Kazi, Sailesh Conjeti, Amin Katouzian, Nassir Navab
Coupled Manifold Learning for Retrieval Across Modalities. ICCV Workshops (2017)
Abhijit Guha Roy, Sailesh Conjeti, Debdoot Sheet, Amin Katouzian, Nassir Navab, Christian Wachinger
Error Corrective Boosting for Learning Fully Convolutional Networks with Limited Data. MICCAI (3) (2017)
Sailesh Conjeti, Magdalini Paschali, Amin Katouzian, Nassir Navab
Deep Multiple Instance Hashing for Scalable Medical Image Retrieval. MICCAI (3) (2017)
Sailesh Conjeti, Anees Kazi, Nassir Navab, Amin Katouzian
Cross-Modal Manifold Learning for Cross-modal Retrieval. CoRR (2016)
Abhijit Guha Roy, Sailesh Conjeti, Stephane G. Carlier, Pranab K. Dutta, Adnan Kastrati, Andrew F. Laine, Nassir Navab, Amin Katouzian, Debdoot Sheet
Lumen Segmentation in Intravascular Optical Coherence Tomography Using Backscattering Tracked and Initialized Random Walks. IEEE J. Biomed. Health Informatics 20 (2) (2016)
Amit Shah, Sailesh Conjeti, Nassir Navab, Amin Katouzian
Deeply learnt hashing forests for content based image retrieval in prostate MR images. Medical Imaging: Image Processing (2016)
Sailesh Conjeti, Amin Katouzian, Anees Kazi, Sepideh Mesbah, David Beymer, Tanveer F. Syeda-Mahmood, Nassir Navab
Metric hashing forests. Medical Image Anal. 34 (2016)
Zhongyu Li, Fumin Shen, Ruogu Fang, Sailesh Conjeti, Amin Katouzian, Shaoting Zhang
Maximum inner product search for morphological retrieval of large-scale neuron data. ISBI (2016)
Sailesh Conjeti, Sepideh Mesbah, Mohammadreza Negahdar, Philipp L. Rautenberg, Shaoting Zhang, Nassir Navab, Amin Katouzian
Neuron-Miner: An Advanced Tool for Morphological Search and Retrieval in Neuroscientific Image Databases. Neuroinformatics 14 (4) (2016)
Sebastian Pölsterl, Nassir Navab, Amin Katouzian
An Efficient Training Algorithm for Kernel Survival Support Vector Machines. CoRR (2016)
Sebastian Pölsterl, Sailesh Conjeti, Nassir Navab, Amin Katouzian
Survival analysis for high-dimensional, heterogeneous medical data: Exploring feature extraction as an alternative to feature selection. Artif. Intell. Medicine 72 (2016)
Sailesh Conjeti, Amin Katouzian, Abhijit Guha Roy, Loïc Peter, Debdoot Sheet, Stéphane G. Carlier, Andrew Laine, Nassir Navab
Supervised domain adaptation of decision forests: Transfer of models trained in vitro for in vivo intravascular ultrasound tissue characterization. Medical Image Anal. 32 (2016)
Sailesh Conjeti, Abhijit Guha Roy, Amin Katouzian, Nassir Navab
Deep Residual Hashing. CoRR (2016)
Abhijit Guha Roy, Sailesh Conjeti, Stephane G. Carlier, Khalil Houissa, Andreas König, Pranab K. Dutta, Andrew F. Laine, Nassir Navab, Amin Katouzian, Debdoot Sheet
Multiscale distribution preserving autoencoders for plaque detection in intravascular optical coherence tomography. ISBI (2016)
Abhijit Guha Roy, Sailesh Conjeti, Stephane G. Carlier, Andreas König, Adnan Kastrati, Pranab K. Dutta, Andrew F. Laine, Nassir Navab, Debdoot Sheet, Amin Katouzian
Bag of forests for modelling of tissue energy interaction in optical coherence tomography for atherosclerotic plaque susceptibility assessment. ISBI (2015)
Mehmet Yigitsoy, Vasileios Belagiannis, Aleksander Djurka, Amin Katouzian, Slobodan Ilic, Franjo Pernus, Abouzar Eslami, Nassir Navab
Random ferns for multiple target tracking in microscopic retina image sequences. ISBI (2015)
Debdoot Sheet, Sri Phani Krishna Karri, Amin Katouzian, Nassir Navab, Ajoy Kumar Ray, Jyotirmoy Chatterjee
Deep learning of tissue specific speckle representations in optical coherence tomography and deeper exploration for in situ histology. ISBI (2015)
Sepideh Mesbah, Sailesh Conjeti, Ajayrama Kumaraswamy, Philipp L. Rautenberg, Nassir Navab, Amin Katouzian
Hashing Forests for Morphological Search and Retrieval in Neuroscientific Image Databases. MICCAI (2) (2015)
Judith Zimmermann, Shams Rashid, Peng Hu, Amin Katouzian, Nassir Navab, Daniel B. Ennis
Cardiac MRI derived epicardial fat maps to assist VT ablation procedures for subjects with implantable devices. ISBI (2015)
Sebastian Pölsterl, Maneesh Singh, Amin Katouzian, Nassir Navab, Adnan Kastrati, Lance Ladic, Ali Kamen
Stratification of coronary artery disease patients for revascularization procedure based on estimating adverse effects. BMC Medical Informatics Decis. Mak. 15 (2015)
Mehmet Yigitsoy, Amin Katouzian, Nassir Navab
Structure propagation for deformable image stitching. ISBI (2015)
Sailesh Conjeti, Mehmet Yigitsoy, Tingying Peng, Debdoot Sheet, Jyotirmoy Chatterjee, Christine Bayer, Nassir Navab, Amin Katouzian
Deformable registration of immunofluorescence and histology using iterative cross-modal propagation. ISBI (2015)
Sailesh Conjeti, Mehmet Yigitsoy, Debdoot Sheet, Jyotirmoy Chatterjee, Nassir Navab, Amin Katouzian
Mutually coherent structural representation for image registration through joint manifold embedding and alignment. ISBI (2015)
Sebastian Pölsterl, Nassir Navab, Amin Katouzian
Fast Training of Support Vector Machines for Survival Analysis. ECML/PKDD (2) (2015)
Debdoot Sheet, Athanasios Karamalis, Abouzar Eslami, Peter B. Noël, Renu Virmani, Masataka Nakano, Jyotirmoy Chatterjee, Ajoy Kumar Ray, Andrew F. Laine, Stephane G. Carlier, Nassir Navab, Amin Katouzian
Hunting for necrosis in the shadows of intravascular ultrasound. Comput. Medical Imaging Graph. 38 (2) (2014)
Debdoot Sheet, Satarupa Banerjee, Sri Phani Krishna Karri, Swarnendu Bag, Anji Anura, Amita Giri, Ranjan Rashmi Paul, Mousumi Pal, Badal C. Sarkar, Ranjan Ghosh, Amin Katouzian, Nassir Navab, Ajoy Kumar Ray
Transfer learning of tissue photon interaction in optical coherence tomography towardsin vivo histology of the oral mucosa. ISBI (2014)
Richard Brosig, Markus Kowarschik, Peter Maday, Amin Katouzian, Stefanie Demirci, Nassir Navab
Blood flow quantification using 1D CFD parameter identification. Medical Imaging: Image Processing (2014)
Silvan Kraft, Sailesh Conjeti, Peter B. Noël, Stéphane G. Carlier, Nassir Navab, Amin Katouzian
Full-Wave Intravascular Ultrasound Simulation from Histology. MICCAI (2) (2014)
Debdoot Sheet, Athanasios Karamalis, Abouzar Eslami, Peter B. Noël, Jyotirmoy Chatterjee, Ajoy Kumar Ray, Andrew F. Laine, Stephane G. Carlier, Nassir Navab, Amin Katouzian
Joint learning of ultrasonic backscattering statistical physics and signal confidence primal for characterizing atherosclerotic plaques using intravascular ultrasound. Medical Image Anal. 18 (1) (2014)
Abouzar Eslami, Athanasios Karamalis, Amin Katouzian, Nassir Navab
Segmentation by retrieval with guided random walks: Application to left ventricle segmentation in MRI. Medical Image Anal. 17 (2) (2013)
Hortense A. Kirisli, Michiel Schaap, Coert Metz, A. S. Dharampal, W. B. Meijboom, S. L. Papadopoulou, A. Dedic, K. Nieman, Michiel A. de Graaf, M. F. L. Meijs, M. J. Cramer, Alexander Broersen, Suheyla Cetin, Abouzar Eslami, Leonardo Florez-Valencia, Kuo-Lung Lor, Bogdan J. Matuszewski, Imen Melki, Brian Mohr, Ilkay Öksüz, Rahil Khurram Shahzad, Chunliang Wang, Pieter H. Kitslaar, Gözde B. Ünal, Amin Katouzian, Maciej Orkisz, Chung-Ming Chen, Frédéric Precioso, Laurent Najman, S. Masood, Devrim Ünay, Lucas J. van Vliet, Rodrigo Moreno, Roman Goldenberg, Erald Vuçini, Gabriel P. Krestin, Wiro J. Niessen, Theo van Walsum
Standardized evaluation framework for evaluating coronary artery stenosis detection, stenosis quantification and lumen segmentation algorithms in computed tomography angiography. Medical Image Anal. 17 (8) (2013)
Amin Katouzian, Athanasios Karamalis, Jennifer Lisauskas, Abouzar Eslami, Nassir Navab
IVUS-Histology Image Registration. WBIR (2012)
Athanasios Karamalis, Amin Katouzian, Stephane G. Carlier, Nassir Navab
Confidence estimation in IVUS radio-frequency data with random walks. ISBI (2012)
Amin Katouzian, Elsa D. Angelini, Bernhard Sturm, Andrew F. Laine
Brushlet segmentation for automatic detection of lumen borders in IVUS images: A comparison study. ISBI (2012)
Amin Katouzian, Athanasios Karamalis, Debdoot Sheet, Elisa E. Konofagou, Babak Baseri, Stephane G. Carlier, Abouzar Eslami, Andreas König, Nassir Navab, Andrew F. Laine
Iterative Self-Organizing Atherosclerotic Tissue Labeling in Intravascular Ultrasound Images and Comparison With Virtual Histology. IEEE Trans. Biomed. Eng. 59 (11-1) (2012)
Amin Katouzian, Elsa D. Angelini, Stephane G. Carlier, Jasjit S. Suri, Nassir Navab, Andrew F. Laine
A State-of-the-Art Review on Segmentation Algorithms in Intravascular Ultrasound (IVUS) Images. IEEE Trans. Inf. Technol. Biomed. 16 (5) (2012)
Olivier Pauly, Amin Katouzian, Abouzar Eslami, Pascal Fallavollita, Nassir Navab
Supervised classification for customized intraoperative augmented reality visualization. ISMAR (2012)
Amin Katouzian, Athanasios Karamalis, Andrew Laine, Nassir Navab
A Systematic Approach Toward Reliable Atherosclerotic Plaque Characterization in IVUS Images. Bildverarbeitung für die Medizin (2012)
Amin Katouzian, Elsa D. Angelini, Auranuch Lorsakul, Bernhard Sturm, Andrew F. Laine
Lumen Border Detection of Intravascular Ultrasound via Denoising of Directional Wavelet Representations. FIMH (2009)
Amin Katouzian, Babak Baseri, Elisa E. Konofagou, Andrew F. Laine
Texture-driven coronary artery plaque characterization using wavelet packet signatures. ISBI (2008)
Amin Katouzian, S. Sathyanarayana, Babak Baseri, Elisa E. Konofagou, Stephane G. Carlier
Challenges in Atherosclerotic Plaque Characterization With Intravascular Ultrasound (IVUS): From Data Collection to Classification. IEEE Trans. Inf. Technol. Biomed. 12 (3) (2008)
Amin Katouzian, Ashwin Prakash, Elisa E. Konofagou
A New Automated Technique for Left- and Right-Ventricular Segmentation in Magnetic Resonance Imaging. EMBC (2006)