Amin Katouzian

Computer Science · Physical Sciences

22h-index2.1kcitations74works0.02yr avg
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Research Topics

Medical Image Segmentation Techniques(21), Coronary Interventions and Diagnostics(19), Ultrasound Imaging and Elastography(14), Advanced Image and Video Retrieval Techniques(12), Photoacoustic and Ultrasonic Imaging(12)

Publications74 total

Pneumothorax and chest tube classification on chest x-rays for detection of missed pneumothorax
arXiv (Cornell University)·2020Open Access
A knowledge-based question answering system to provide cognitive assistance to radiologists
2019
Hashing-Based Atlas Ranking and Selection for Multiple-Atlas Segmentation
Lecture notes in computer science·2018· 6 cited
Coupled Manifold Learning for Retrieval Across Modalities
2017· 1 cited
ReLayNet: retinal layer and fluid segmentation of macular optical coherence tomography using fully convolutional networks
Biomedical Optics Express·2017· 596 citedOpen Access
Heterogeneous ensembles for predicting survival of metastatic, castrate-resistant prostate cancer patients
F1000Research·2017· 22 citedOpen Access
Heterogeneous ensembles for predicting survival of metastatic, castrate-resistant prostate cancer patients
F1000Research·2017· 5 citedOpen Access
Error Corrective Boosting for Learning Fully Convolutional Networks with\n Limited Data
arXiv (Cornell University)·2017Open Access
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·2017· 41 citedOpen Access
ReLayNet: Retinal Layer and Fluid Segmentation of Macular Optical Coherence Tomography using Fully Convolutional Network
arXiv (Cornell University)·2017· 12 citedOpen Access
Learning Robust Hash Codes for Multiple Instance Image Retrieval
arXiv (Cornell University)·2017· 1 citedOpen Access
Error Corrective Boosting for Learning Fully Convolutional Networks with Limited Data
Lecture notes in computer science·2017· 29 citedOpen Access
Hashing with Residual Networks for Image Retrieval
Lecture notes in computer science·2017· 22 cited
Domain Adapted Model for In Vivo Intravascular Ultrasound Tissue Characterization
Elsevier eBooks·2017
Deep Multiple Instance Hashing for Scalable Medical Image Retrieval
Lecture notes in computer science·2017· 24 cited
Cross-Modal Manifold Learning for Cross-modal Retrieval
arXiv (Cornell University)·2016· 1 citedOpen Access
Deep Residual Hashing
arXiv (Cornell University)·2016· 3 citedOpen Access
An Efficient Training Algorithm for Kernel Survival Support Vector Machines
arXiv (Cornell University)·2016· 32 citedOpen Access
Heterogeneous ensembles for predicting survival of metastatic, castrate-resistant prostate cancer patients
F1000Research·2016· 24 citedOpen Access
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 data
The Lancet Oncology·2016· 141 citedOpen Access
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Frequent Co-authors

Nassir Navab(33), Sailesh Conjeti(20), Andrew F. Laine(15), Debdoot Sheet(13), Stéphane Carlier(13), Abhijit Guha Roy(7), Athanasios Karamalis(7), Sebastian Pölsterl(6), Abouzar Eslami(6), Elisa E. Konofagou(6), Ajoy Kumar Ray(6), Sri Phani Krishna Karri(5), Elsa D. Angelini(5), Babak Baseri(5), Jyotirmoy Chatterjee(5), Pankaj Gupta(4), Peter B. Noël(4), Bernhard Sturm(4), Christian Wachinger(3), Lichao Wang(3)