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Amin Katouzian
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2020 – today
- 2020
- [i7]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 abs/2011.07353 (2020)
2010 – 2019
- 2018
- [c28]Amin Katouzian, Hongzhi Wang, Sailesh Conjeti, Hui Tang, Ehsan Dehghan, Alexandros Karargyris, Anup Pillai, Kenneth L. Clarkson, Nassir Navab:
Hashing-Based Atlas Ranking and Selection for Multiple-Atlas Segmentation. MICCAI (4) 2018: 543-551 - 2017
- [j15]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): 1711-1725 (2017) - [j14]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: 680-688 (2017) - [c27]Anees Kazi, Sailesh Conjeti, Amin Katouzian, Nassir Navab:
Coupled Manifold Learning for Retrieval Across Modalities. ICCV Workshops 2017: 1321-1328 - [c26]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: 231-239 - [c25]Sailesh Conjeti, Abhijit Guha Roy, Amin Katouzian, Nassir Navab:
Hashing with Residual Networks for Image Retrieval. MICCAI (3) 2017: 541-549 - [c24]Sailesh Conjeti, Magdalini Paschali
, Amin Katouzian, Nassir Navab:
Deep Multiple Instance Hashing for Scalable Medical Image Retrieval. MICCAI (3) 2017: 550-558 - [i6]Sailesh Conjeti, Magdalini Paschali, Amin Katouzian, Nassir Navab:
Learning Robust Hash Codes for Multiple Instance Image Retrieval. CoRR abs/1703.05724 (2017) - [i5]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 abs/1704.02161 (2017) - [i4]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 abs/1705.00938 (2017) - 2016
- [j13]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: 1-11 (2016) - [j12]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: 1-17 (2016) - [j11]Sailesh Conjeti, Amin Katouzian, Anees Kazi, Sepideh Mesbah, David Beymer, Tanveer F. Syeda-Mahmood, Nassir Navab:
Metric hashing forests. Medical Image Anal. 34: 13-29 (2016) - [j10]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): 369-385 (2016) - [j9]Abhijit Guha Roy, Sailesh Conjeti, Stephane G. Carlier
, Pranab Kumar 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): 606-614 (2016) - [c23]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: 602-606 - [c22]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: 1359-1362 - [c21]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: 978414 - [i3]Sebastian Pölsterl, Nassir Navab, Amin Katouzian:
An Efficient Training Algorithm for Kernel Survival Support Vector Machines. CoRR abs/1611.07054 (2016) - [i2]Sailesh Conjeti, Abhijit Guha Roy, Amin Katouzian, Nassir Navab:
Deep Residual Hashing. CoRR abs/1612.05400 (2016) - [i1]Sailesh Conjeti, Anees Kazi, Nassir Navab, Amin Katouzian:
Cross-Modal Manifold Learning for Cross-modal Retrieval. CoRR abs/1612.06098 (2016) - 2015
- [j8]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: 9 (2015) - [c20]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: 209-212 - [c19]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: 310-313 - [c18]Abhijit Guha Roy, Sailesh Conjeti, Stephane G. Carlier
, Andreas König, Adnan Kastrati, Pranab Kumar 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: 428-431 - [c17]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: 601-604 - [c16]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: 747-750 - [c15]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: 777-780 - [c14]Mehmet Yigitsoy
, Amin Katouzian, Nassir Navab:
Structure propagation for deformable image stitching. ISBI 2015: 1081-1084 - [c13]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: 135-143 - [c12]Sebastian Pölsterl
, Nassir Navab, Amin Katouzian:
Fast Training of Support Vector Machines for Survival Analysis. ECML/PKDD (2) 2015: 243-259 - 2014
- [j7]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): 104-112 (2014) - [j6]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): 103-117 (2014) - [c11]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: 1389-1392 - [c10]Silvan Kraft, Sailesh Conjeti, Peter B. Noël, Stéphane G. Carlier
, Nassir Navab, Amin Katouzian:
Full-Wave Intravascular Ultrasound Simulation from Histology. MICCAI (2) 2014: 627-634 - [c9]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: 90342R - 2013
- [j5]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): 236-253 (2013) - [j4]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 Floréz-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): 859-876 (2013) - 2012
- [j3]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): 3039-3049 (2012) - [j2]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): 823-834 (2012) - [c8]Amin Katouzian, Athanasios Karamalis, Andrew Laine, Nassir Navab:
A Systematic Approach Toward Reliable Atherosclerotic Plaque Characterization in IVUS Images. Bildverarbeitung für die Medizin 2012: 21-26 - [c7]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: 242-245 - [c6]Athanasios Karamalis, Amin Katouzian, Stephane G. Carlier
, Nassir Navab:
Confidence estimation in IVUS radio-frequency data with random walks. ISBI 2012: 1068-1071 - [c5]Olivier Pauly, Amin Katouzian, Abouzar Eslami, Pascal Fallavollita, Nassir Navab:
Supervised classification for customized intraoperative augmented reality visualization. ISMAR 2012: 311-312 - [c4]Amin Katouzian, Athanasios Karamalis, Jennifer Lisauskas, Abouzar Eslami, Nassir Navab:
IVUS-Histology Image Registration. WBIR 2012: 141-149
2000 – 2009
- 2009
- [c3]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: 104-113 - 2008
- [j1]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): 315-327 (2008) - [c2]Amin Katouzian, Babak Baseri, Elisa E. Konofagou, Andrew F. Laine:
Texture-driven coronary artery plaque characterization using wavelet packet signatures. ISBI 2008: 197-200 - 2006
- [c1]Amin Katouzian, Ashwin Prakash, Elisa E. Konofagou:
A New Automated Technique for Left- and Right-Ventricular Segmentation in Magnetic Resonance Imaging. EMBC 2006: 3074-3077
Coauthor Index
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last updated on 2024-07-29 21:28 CEST by the dblp team
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