Amin Katouzian, Ph.D. - Publications

Affiliations: 
2011 Biomedical Engineering Columbia University, New York, NY 
Area:
Biomedical, Biomechanics

48 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2017 Roy AG, Conjeti S, Karri SPK, Sheet D, Katouzian A, Wachinger C, Navab N. ReLayNet: retinal layer and fluid segmentation of macular optical coherence tomography using fully convolutional networks. Biomedical Optics Express. 8: 3627-3642. PMID 28856040 DOI: 10.1364/Boe.8.003627  0.36
2017 Riva M, Hennersperger C, Milletari F, Katouzian A, Pessina F, Gutierrez-Becker B, Castellano A, Navab N, Bello L. 3D intra-operative ultrasound and MR image guidance: pursuing an ultrasound-based management of brainshift to enhance neuronavigation. International Journal of Computer Assisted Radiology and Surgery. PMID 28391583 DOI: 10.1007/s11548-017-1578-5  0.36
2016 Pölsterl S, Gupta P, Wang L, Conjeti S, Katouzian A, Navab N. Heterogeneous ensembles for predicting survival of metastatic, castrate-resistant prostate cancer patients. F1000research. 5: 2676. PMID 28713544 DOI: 10.12688/F1000Research.8231.3  0.36
2016 Pölsterl S, Conjeti S, Navab N, Katouzian A. Survival analysis for high-dimensional, heterogeneous medical data: Exploring feature extraction as an alternative to feature selection. Artificial Intelligence in Medicine. 72: 1-11. PMID 27664504 DOI: 10.1016/J.Artmed.2016.07.004  0.36
2016 Conjeti S, Katouzian A, Kazi A, Mesbah S, Beymer D, Syeda-Mahmood TF, Navab N. Metric hashing forests. Medical Image Analysis. PMID 27338173 DOI: 10.1016/J.Media.2016.05.010  0.36
2016 Conjeti S, Mesbah S, Negahdar M, Rautenberg PL, Zhang S, Navab N, Katouzian A. Neuron-Miner: An Advanced Tool for Morphological Search and Retrieval in Neuroscientific Image Databases. Neuroinformatics. PMID 27155864 DOI: 10.1007/S12021-016-9300-2  0.68
2016 Conjeti S, Katouzian A, Roy AG, Peter L, Sheet D, Carlier S, Laine A, Navab N. Supervised domain adaptation of decision forests: Transfer of models trained in vitro for in vivo intravascular ultrasound tissue characterization. Medical Image Analysis. 32: 1-17. PMID 27035487 DOI: 10.1016/J.Media.2016.02.005  0.68
2016 Shah A, Conjeti S, Navab N, Katouzian A. Deeply learnt hashing forests for content based image retrieval in prostate MR images Proceedings of Spie. 9784: 978414. DOI: 10.1117/12.2217162  0.36
2016 Li Z, Shen F, Fang R, Conjeti S, Katouzian A, Zhang S. Maximum inner product search for morphological retrieval of large-scale neuron data Proceedings - International Symposium On Biomedical Imaging. 2016: 602-606. DOI: 10.1109/ISBI.2016.7493340  0.68
2015 Pölsterl S, Singh M, Katouzian A, Navab N, Kastrati A, Ladic L, Kamen A. Stratification of coronary artery disease patients for revascularization procedure based on estimating adverse effects. Bmc Medical Informatics and Decision Making. 15: 9. PMID 25889930 DOI: 10.1186/S12911-015-0131-0  0.68
2015 Guha Roy A, Conjeti S, Carlier S, Dutta P, Kastrati A, Laine A, Navab N, Katouzian A, Sheet D. Lumen Segmentation in Intravascular Optical Coherence Tomography using Backscattering Tracked and Initialized Random Walks. Ieee Journal of Biomedical and Health Informatics. PMID 25700476 DOI: 10.1109/Jbhi.2015.2403713  0.68
2015 Yigitsoy M, Katouzian A, Navab N. Structure propagation for deformable image stitching Proceedings - International Symposium On Biomedical Imaging. 2015: 1081-1084. DOI: 10.1109/ISBI.2015.7164059  0.68
2015 Sheet D, Karri SPK, Katouzian A, Navab N, Ray AK, Chatterjee J. Deep learning of tissue specific speckle representations in optical coherence tomography and deeper exploration for in situ histology Proceedings - International Symposium On Biomedical Imaging. 2015: 777-780. DOI: 10.1109/ISBI.2015.7163987  0.68
2015 Zimmermann J, Rashid S, Hu P, Katouzian A, Navab N, Ennis DB. Cardiac MRI derived epicardial fat maps to assist VT ablation procedures for subjects with implantable devices Proceedings - International Symposium On Biomedical Imaging. 2015: 747-750. DOI: 10.1109/ISBI.2015.7163980  0.68
2015 Conjeti S, Yigitsoy M, Sheet D, Chatterjee J, Navab N, Katouzian A. Mutually coherent structural representation for image registration through joint manifold embedding and alignment Proceedings - International Symposium On Biomedical Imaging. 2015: 601-604. DOI: 10.1109/ISBI.2015.7163945  0.68
2015 Roy AG, Conjeti S, Carlier SG, Konig A, Kastrati A, Dutta PK, Laine AF, Navab N, Sheet D, Katouzian A. Bag of forests for modelling of tissue energy interaction in optical coherence tomography for atherosclerotic plaque susceptibility assessment Proceedings - International Symposium On Biomedical Imaging. 2015: 428-431. DOI: 10.1109/ISBI.2015.7163903  0.68
2015 Conjeti S, Yigitsoy M, Peng T, Sheet D, Chatterjee J, Bayer C, Navab N, Katouzian A. Deformable registration of immunofluorescence and histology using iterative cross-modal propagation Proceedings - International Symposium On Biomedical Imaging. 2015: 310-313. DOI: 10.1109/ISBI.2015.7163875  0.68
2015 Yigitsoy M, Belagiannis V, Djurka A, Katouzian A, Ilic S, Pernus E, Eslami A, Navab N. Random ferns for multiple target tracking in microscopic retina image sequences Proceedings - International Symposium On Biomedical Imaging. 2015: 209-212. DOI: 10.1109/ISBI.2015.7163851  0.68
2015 Mesbah S, Conjeti S, Kumaraswamy A, Rautenberg P, Navab N, Katouzian A. Hashing forests for morphological search and retrieval in neuroscientific image databases Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 9350: 135-143. DOI: 10.1007/978-3-319-24571-3_17  0.68
2015 Pölsterl S, Navab N, Katouzian A. Fast training of support vector machines for survival analysis Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 9285: 243-259. DOI: 10.1007/978-3-319-23525-7_15  0.68
2014 Kraft S, Conjeti S, Noél PB, Carlier S, Navab N, Katouzian A. Full-wave intravascular ultrasound simulation from histology. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 17: 627-34. PMID 25485432 DOI: 10.1007/978-3-319-10470-6_78  0.68
2014 Sheet D, Karamalis A, Eslami A, Noël P, Chatterjee J, Ray AK, Laine AF, Carlier SG, Navab N, Katouzian A. Joint learning of ultrasonic backscattering statistical physics and signal confidence primal for characterizing atherosclerotic plaques using intravascular ultrasound. Medical Image Analysis. 18: 103-17. PMID 24184434 DOI: 10.1016/J.Media.2013.10.002  0.68
2014 Sheet D, Karamalis A, Eslami A, Noël P, Virmani R, Nakano M, Chatterjee J, Ray AK, Laine AF, Carlier SG, Navab N, Katouzian A. Hunting for necrosis in the shadows of intravascular ultrasound. Computerized Medical Imaging and Graphics : the Official Journal of the Computerized Medical Imaging Society. 38: 104-12. PMID 24035737 DOI: 10.1016/J.Compmedimag.2013.08.002  0.68
2014 Brosig R, Kowarschik M, Maday P, Katouzian A, Demirci S, Navab N. Blood flow quantification using 1D CFD parameter identification Progress in Biomedical Optics and Imaging - Proceedings of Spie. 9034. DOI: 10.1117/12.2043026  0.68
2014 Sheet D, Banerjee S, Karri SPK, Bag S, Anura A, Giri A, Paul RR, Pal M, Sarkar BC, Ghosh R, Katouzian A, Navab N, Ray AK. Transfer learning of tissue photon interaction in optical coherence tomography towardsin vivo histology of the oral mucosa 2014 Ieee 11th International Symposium On Biomedical Imaging, Isbi 2014. 1389-1392.  0.68
2013 KiriÅŸli HA, Schaap M, Metz CT, Dharampal AS, Meijboom WB, Papadopoulou SL, Dedic A, Nieman K, de Graaf MA, Meijs MF, Cramer MJ, Broersen A, Cetin S, Eslami A, Flórez-Valencia L, ... ... Katouzian A, et al. Standardized evaluation framework for evaluating coronary artery stenosis detection, stenosis quantification and lumen segmentation algorithms in computed tomography angiography. Medical Image Analysis. 17: 859-76. PMID 23837963 DOI: 10.1016/J.Media.2013.05.007  0.68
2013 Eslami A, Karamalis A, Katouzian A, Navab N. Segmentation by retrieval with guided random walks: application to left ventricle segmentation in MRI. Medical Image Analysis. 17: 236-53. PMID 23313331 DOI: 10.1016/J.Media.2012.10.005  0.68
2013 Kraft S, Karamalis A, Sheet D, Drecoll E, Rummeny EJ, Navab N, Noël PB, Katouzian A. Introducing nuclei scatterer patterns into histology based intravascular ultrasound simulation framework Progress in Biomedical Optics and Imaging - Proceedings of Spie. 8675. DOI: 10.1117/12.2006523  0.68
2013 Sheet D, Karamalis A, Kraft S, Noël PB, Vag T, Sadhu A, Katouzian A, Navab N, Chatterjee J, Ray AK. Random forest learning of ultrasonic statistical physics and object spaces for lesion detection in 2D sonomammography Progress in Biomedical Optics and Imaging - Proceedings of Spie. 8675. DOI: 10.1117/12.2006370  0.68
2013 Sheet D, Chaudhary A, Krishna Karri SP, Das D, Katouzian A, Banerjee P, Navab N, Chatterjee J, Ray AK. In situ histology of mice skin through transfer learning of tissue energy interaction in optical coherence tomography Journal of Biomedical Optics. 18. DOI: 10.1117/1.Jbo.18.9.090503  0.68
2013 Taki A, Roodaki A, Avansari S, Bigdelou A, Katouzian A, Navab N. New approaches for plaque component analysis in intravascular ultrasound (IVUS) images Multi-Modality Atherosclerosis Imaging and Diagnosis. 341-376. DOI: 10.1007/978-1-4614-7425-8_26  0.68
2012 Katouzian A, Karamalis A, Sheet D, Konofagou E, Baseri B, Carlier SG, Eslami A, König A, Navab N, Laine AF. Iterative self-organizing atherosclerotic tissue labeling in intravascular ultrasound images and comparison with virtual histology. Ieee Transactions On Bio-Medical Engineering. 59: 3039-49. PMID 22907962 DOI: 10.1109/Tbme.2012.2213338  0.68
2012 Katouzian A, Angelini ED, Carlier SG, Suri JS, Navab N, Laine AF. A state-of-the-art review on segmentation algorithms in intravascular ultrasound (IVUS) images. Ieee Transactions On Information Technology in Biomedicine : a Publication of the Ieee Engineering in Medicine and Biology Society. 16: 823-34. PMID 22389156 DOI: 10.1109/TITB.2012.2189408  0.68
2012 Pauly O, Katouzian A, Eslami A, Fallavollita P, Navab N. Supervised classification for customized intraoperative augmented reality visualization Ismar 2012 - 11th Ieee International Symposium On Mixed and Augmented Reality 2012, Science and Technology Papers. 311-312. DOI: 10.1109/ISMAR.2012.6402589  0.68
2012 Karamalis A, Katouzian A, Carlier S, Navab N. Confidence estimation in IVUS radio-frequency data with random walks Proceedings - International Symposium On Biomedical Imaging. 1068-1071. DOI: 10.1109/ISBI.2012.6235743  0.68
2012 Katouzian A, Angelini ED, Sturm B, Laine AF. Brushlet segmentation for automatic detection of lumen borders in IVUS images: A comparison study Proceedings - International Symposium On Biomedical Imaging. 242-245. DOI: 10.1109/ISBI.2012.6235529  0.68
2012 Katouzian A, Karamalis A, Lisauskas J, Eslami A, Navab N. IVUS-histology image registration Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 7359: 141-149. DOI: 10.1007/978-3-642-31340-0_15  0.68
2012 Katouzian A, Karamalis A, Laine A, Navab N. A systematic approach toward reliable atherosclerotic plaque characterization in IVUS images Informatik Aktuell. 21-26. DOI: 10.1007/978-3-642-28502-8-6  0.68
2012 Katouzian A, Angelini E, Sturm B, Konofagou E, Carlier SG, Laine AF. Applications of multiscale overcomplete wavelet-based representations in intravascular ultrasound (IVUS) images Ultrasound Imaging: Advances and Applications. 313-336. DOI: 10.1007/978-1-4614-1180-2_14  0.68
2011 Katouzian A, Carlier SG, Laine AF. Methods in atherosclerotic plaque characterization using intravascular ultrasound images and backscattered signals Atherosclerosis Disease Management. 121-152. DOI: 10.1007/978-1-4419-7222-4_6  0.68
2010 Katouzian A, Angelini ED, Sturm B, Laine AF. Automatic detection of luminal borders in IVUS images by magnitude-phase histograms of complex brushlet coefficients. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2010: 3073-6. PMID 21095737 DOI: 10.1109/IEMBS.2010.5626135  0.68
2009 Katouzian A, Selver M, Angelini ED, Sturm B, Laine AF. Classification of blood regions in IVUS images using three dimensional brushlet expansions. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2009: 471-4. PMID 19964741 DOI: 10.1109/IEMBS.2009.5334419  0.68
2009 Katouzian A, Angelini E, Lorsakul A, Sturm B, Laine AF. Lumen border detection of intravascular ultrasound via denoising of directional wavelet representations Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 5528: 104-113. DOI: 10.1007/978-3-642-01932-6_12  0.68
2008 Katouzian A, Sathyanarayana S, Baseri B, Konofagou EE, Carlier SG. Challenges in atherosclerotic plaque characterization with intravascular ultrasound (IVUS): from data collection to classification. Ieee Transactions On Information Technology in Biomedicine : a Publication of the Ieee Engineering in Medicine and Biology Society. 12: 315-27. PMID 18693499 DOI: 10.1109/TITB.2007.912352  0.68
2008 Katouzian A, Baseri B, Konofagou EE, Laine AF. Automatic detection of blood versus non-blood regions on intravascular ultrasound (IVUS) images using wavelet packet signatures Progress in Biomedical Optics and Imaging - Proceedings of Spie. 6920. DOI: 10.1117/12.773600  0.68
2008 Katouzian A, Baseri B, Konofagou EE, Laine AF. Texture-driven coronary artery plaque characterization using wavelet packet signatures 2008 5th Ieee International Symposium On Biomedical Imaging: From Nano to Macro, Proceedings, Isbi. 197-200. DOI: 10.1109/ISBI.2008.4540966  0.68
2007 Katouzian A, Sathyanarayana S, Li W, Thomas T, Carlier SG. Challenges in tissue characterization from backscattered intravascular ultrasound signals Progress in Biomedical Optics and Imaging - Proceedings of Spie. 6513. DOI: 10.1117/12.709731  0.68
2006 Katouzian A, Prakash A, Konofagou E. A new automated technique for left-and right-ventricular segmentation in magnetic resonance imaging. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 1: 3074-7. PMID 17946545 DOI: 10.1109/IEMBS.2006.260405  0.68
Show low-probability matches.