A New Automated Technique for Left- and Right-Ventricular Segmentation in Magnetic Resonance Imaging. - Amin Katouzian; Ashwin Prakash; Elisa E. Konofagou (EMBC, 2006)

Texture-driven coronary artery plaque characterization using wavelet packet signatures. - Amin Katouzian; Babak Baseri; Elisa E. Konofagou; Andrew F. Laine (ISBI, 2008)

Challenges in Atherosclerotic Plaque Characterization With Intravascular Ultrasound (IVUS): From Data Collection to Classification. - Amin Katouzian; S. Sathyanarayana; Babak Baseri; Elisa E. Konofagou; Stephane G. Carlier (IEEE Trans. Inf. Technol. Biomed., 2008)

Lumen Border Detection of Intravascular Ultrasound via Denoising of Directional Wavelet Representations. - Amin Katouzian; Elsa D. Angelini; Auranuch Lorsakul; Bernhard Sturm; Andrew F. Laine (FIMH, 2009)

A Systematic Approach Toward Reliable Atherosclerotic Plaque Characterization in IVUS Images. - Amin Katouzian; Athanasios Karamalis; Andrew Laine; Nassir Navab (Bildverarbeitung für die Medizin, 2012)

Confidence estimation in IVUS radio-frequency data with random walks. - Athanasios Karamalis; Amin Katouzian; Stephane G. Carlier; Nassir Navab (ISBI, 2012)

Brushlet segmentation for automatic detection of lumen borders in IVUS images: A comparison study. - Amin Katouzian; Elsa D. Angelini; Bernhard Sturm; Andrew F. Laine (ISBI, 2012)

Supervised classification for customized intraoperative augmented reality visualization. - Olivier Pauly; Amin Katouzian; Abouzar Eslami; Pascal Fallavollita; Nassir Navab (ISMAR, 2012)

IVUS-Histology Image Registration. - Amin Katouzian; Athanasios Karamalis; Jennifer Lisauskas; Abouzar Eslami; Nassir Navab (WBIR, 2012)

Iterative Self-Organizing Atherosclerotic Tissue Labeling in Intravascular Ultrasound Images and Comparison With Virtual Histology. - Amin Katouzian; Athanasios Karamalis; Debdoot Sheet; Elisa E. Konofagou; Babak Baseri; Stephane G. Carlier; Abouzar Eslami; Andreas König 005; Nassir Navab; Andrew F. Laine (IEEE Trans. Biomed. Eng., 2012)

A State-of-the-Art Review on Segmentation Algorithms in Intravascular Ultrasound (IVUS) Images. - Amin Katouzian; Elsa D. Angelini; Stephane G. Carlier; Jasjit S. Suri; Nassir Navab; Andrew F. Laine (IEEE Trans. Inf. Technol. Biomed., 2012)

Segmentation by retrieval with guided random walks: Application to left ventricle segmentation in MRI. - Abouzar Eslami; Athanasios Karamalis; Amin Katouzian; Nassir Navab (Medical Image Anal., 2013)

Standardized evaluation framework for evaluating coronary artery stenosis detection, stenosis quantification and lumen segmentation algorithms in computed tomography angiography. - 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; et al. (Medical Image Anal., 2013)

Transfer learning of tissue photon interaction in optical coherence tomography towardsin vivo histology of the oral mucosa. - 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; et al. (ISBI, 2014)

Full-Wave Intravascular Ultrasound Simulation from Histology. - Silvan Kraft; Sailesh Conjeti; Peter B. Noël; Stéphane G. Carlier; Nassir Navab; Amin Katouzian (MICCAI (2), 2014)

Blood flow quantification using 1D CFD parameter identification. - Richard Brosig; Markus Kowarschik; Peter Maday; Amin Katouzian; Stefanie Demirci; Nassir Navab (Image Processing, 2014)

Hunting for necrosis in the shadows of intravascular ultrasound. - 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 (Comput. Medical Imaging Graph., 2014)

Joint learning of ultrasonic backscattering statistical physics and signal confidence primal for characterizing atherosclerotic plaques using intravascular ultrasound. - Debdoot Sheet; Athanasios Karamalis; Abouzar Eslami; Peter B. Noël; Jyotirmoy Chatterjee; Ajoy Kumar Ray; Andrew F. Laine; Stephane G. Carlier; Nassir Navab; Amin Katouzian (Medical Image Anal., 2014)

Deformable registration of immunofluorescence and histology using iterative cross-modal propagation. - Sailesh Conjeti; Mehmet Yigitsoy; Tingying Peng; Debdoot Sheet; Jyotirmoy Chatterjee; Christine Bayer; Nassir Navab; Amin Katouzian (ISBI, 2015)

Mutually coherent structural representation for image registration through joint manifold embedding and alignment. - Sailesh Conjeti; Mehmet Yigitsoy; Debdoot Sheet; Jyotirmoy Chatterjee; Nassir Navab; Amin Katouzian (ISBI, 2015)

Bag of forests for modelling of tissue energy interaction in optical coherence tomography for atherosclerotic plaque susceptibility assessment. - Abhijit Guha Roy; Sailesh Conjeti; Stephane G. Carlier; Andreas König 005; Adnan Kastrati; Pranab Kumar Dutta; Andrew F. Laine; Nassir Navab; Debdoot Sheet; Amin Katouzian (ISBI, 2015)

Deep learning of tissue specific speckle representations in optical coherence tomography and deeper exploration for in situ histology. - Debdoot Sheet; Sri Phani Krishna Karri; Amin Katouzian; Nassir Navab; Ajoy Kumar Ray; Jyotirmoy Chatterjee (ISBI, 2015)

Random ferns for multiple target tracking in microscopic retina image sequences. - Mehmet Yigitsoy; Vasileios Belagiannis; Aleksander Djurka; Amin Katouzian; Slobodan Ilic; Franjo Pernus; Abouzar Eslami; Nassir Navab (ISBI, 2015)

Structure propagation for deformable image stitching. - Mehmet Yigitsoy; Amin Katouzian; Nassir Navab (ISBI, 2015)

Cardiac MRI derived epicardial fat maps to assist VT ablation procedures for subjects with implantable devices. - Judith Zimmermann; Shams Rashid; Peng Hu; Amin Katouzian; Nassir Navab; Daniel B. Ennis (ISBI, 2015)

Hashing Forests for Morphological Search and Retrieval in Neuroscientific Image Databases. - Sepideh Mesbah; Sailesh Conjeti; Ajayrama Kumaraswamy; Philipp L. Rautenberg; Nassir Navab; Amin Katouzian (MICCAI (2), 2015)

Fast Training of Support Vector Machines for Survival Analysis. - Sebastian Pölsterl; Nassir Navab; Amin Katouzian (ECML/PKDD (2), 2015)

Stratification of coronary artery disease patients for revascularization procedure based on estimating adverse effects. - Sebastian Pölsterl; Maneesh Singh 001; Amin Katouzian; Nassir Navab; Adnan Kastrati; Lance Ladic; Ali Kamen (BMC Medical Informatics Decis. Mak., 2015)

Maximum inner product search for morphological retrieval of large-scale neuron data. - Zhongyu Li 002; Fumin Shen; Ruogu Fang; Sailesh Conjeti; Amin Katouzian; Shaoting Zhang 001 (ISBI, 2016)

Multiscale distribution preserving autoencoders for plaque detection in intravascular optical coherence tomography. - Abhijit Guha Roy; Sailesh Conjeti; Stephane G. Carlier; Khalil Houissa; Andreas König 005; Pranab K. Dutta; Andrew F. Laine; Nassir Navab; Amin Katouzian; Debdoot Sheet (ISBI, 2016)

Deeply learnt hashing forests for content based image retrieval in prostate MR images. - Amit Shah; Sailesh Conjeti; Nassir Navab; Amin Katouzian (Image Processing, 2016)

Survival analysis for high-dimensional, heterogeneous medical data: Exploring feature extraction as an alternative to feature selection. - Sebastian Pölsterl; Sailesh Conjeti; Nassir Navab; Amin Katouzian (Artif. Intell. Medicine, 2016)

Cross-Modal Manifold Learning for Cross-modal Retrieval. - Sailesh Conjeti; Anees Kazi; Nassir Navab; Amin Katouzian (CoRR, 2016)

Deep Residual Hashing. - Sailesh Conjeti; Abhijit Guha Roy; Amin Katouzian; Nassir Navab (CoRR, 2016)

An Efficient Training Algorithm for Kernel Survival Support Vector Machines. - Sebastian Pölsterl; Nassir Navab; Amin Katouzian (CoRR, 2016)

Metric hashing forests. - Sailesh Conjeti; Amin Katouzian; Anees Kazi; Sepideh Mesbah; David Beymer; Tanveer F. Syeda-Mahmood; Nassir Navab (Medical Image Anal., 2016)

Supervised domain adaptation of decision forests: Transfer of models trained in vitro for in vivo intravascular ultrasound tissue characterization. - Sailesh Conjeti; Amin Katouzian; Abhijit Guha Roy; Loïc Peter; Debdoot Sheet; Stéphane G. Carlier; Andrew Laine; Nassir Navab (Medical Image Anal., 2016)

Neuron-Miner: An Advanced Tool for Morphological Search and Retrieval in Neuroscientific Image Databases. - Sailesh Conjeti; Sepideh Mesbah; Mohammadreza Negahdar; Philipp L. Rautenberg; Shaoting Zhang 001; Nassir Navab; Amin Katouzian (Neuroinformatics, 2016)

Lumen Segmentation in Intravascular Optical Coherence Tomography Using Backscattering Tracked and Initialized Random Walks. - Abhijit Guha Roy; Sailesh Conjeti; Stephane G. Carlier; Pranab Kumar Dutta; Adnan Kastrati; Andrew F. Laine; Nassir Navab; Amin Katouzian; Debdoot Sheet (IEEE J. Biomed. Health Informatics, 2016)

Coupled Manifold Learning for Retrieval Across Modalities. - Anees Kazi; Sailesh Conjeti; Amin Katouzian; Nassir Navab (ICCV Workshops, 2017)

Deep Multiple Instance Hashing for Scalable Medical Image Retrieval. - Sailesh Conjeti; Magdalini Paschali; Amin Katouzian; Nassir Navab (MICCAI (3), 2017)

Hashing with Residual Networks for Image Retrieval. - Sailesh Conjeti; Abhijit Guha Roy; Amin Katouzian; Nassir Navab (MICCAI (3), 2017)

Error Corrective Boosting for Learning Fully Convolutional Networks with Limited Data. - Abhijit Guha Roy; Sailesh Conjeti; Debdoot Sheet; Amin Katouzian; Nassir Navab; Christian Wachinger (MICCAI (3), 2017)

3D intra-operative ultrasound and MR image guidance: pursuing an ultrasound-based management of brainshift to enhance neuronavigation. - Marco Riva; Christoph Hennersperger; Fausto Milletari; Amin Katouzian; Federico Pessina; Benjamín Gutiérrez-Becker; Antonella Castellano; Nassir Navab; Lorenzo Bello (Int. J. Comput. Assist. Radiol. Surg., 2017)

Learning Robust Hash Codes for Multiple Instance Image Retrieval. - Sailesh Conjeti; Magdalini Paschali; Amin Katouzian; Nassir Navab (CoRR, 2017)

ReLayNet: Retinal Layer and Fluid Segmentation of Macular Optical Coherence Tomography using Fully Convolutional Network. - Abhijit Guha Roy; Sailesh Conjeti; Sri Phani Krishna Karri; Debdoot Sheet; Amin Katouzian; Christian Wachinger; Nassir Navab (CoRR, 2017)

Indexing and mining large-scale neuron databases using maximum inner product search. - Zhongyu Li 002; Ruogu Fang; Fumin Shen; Amin Katouzian; Shaoting Zhang 001 (Pattern Recognit., 2017)

Hashing-Based Atlas Ranking and Selection for Multiple-Atlas Segmentation. - Amin Katouzian; Hongzhi Wang 002; Sailesh Conjeti; Hui Tang; Ehsan Dehghan; Alexandros Karargyris; Anup Pillai; Kenneth L. Clarkson; Nassir Navab (MICCAI (4), 2018)

Pneumothorax and chest tube classification on chest x-rays for detection of missed pneumothorax. - Benedikt Graf; Arkadiusz Sitek; Amin Katouzian; Yen-Fu Lu; Arun Krishnan; Justin Rafael; Kirstin Small; Yiting Xie (CoRR, 2020)