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Pneumothorax and chest tube classification on chest x-rays for detection of missed pneumothorax

Nov 14, 2020
Benedikt Graf, Arkadiusz Sitek, Amin Katouzian, Yen-Fu Lu, Arun Krishnan, Justin Rafael, Kirstin Small, Yiting Xie

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ReLayNet: Retinal Layer and Fluid Segmentation of Macular Optical Coherence Tomography using Fully Convolutional Network

Jul 07, 2017
Abhijit Guha Roy, Sailesh Conjeti, Sri Phani Krishna Karri, Debdoot Sheet, Amin Katouzian, Christian Wachinger, Nassir Navab

* Accepted for Publication at Biomedical Optics Express 

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Error Corrective Boosting for Learning Fully Convolutional Networks with Limited Data

Jul 02, 2017
Abhijit Guha Roy, Sailesh Conjeti, Debdoot Sheet, Amin Katouzian, Nassir Navab, Christian Wachinger

* Accepted at MICCAI 2017 

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Learning Robust Hash Codes for Multiple Instance Image Retrieval

Mar 16, 2017
Sailesh Conjeti, Magdalini Paschali, Amin Katouzian, Nassir Navab

* 10 pages, 7 figures, under review at MICCAI 2017 

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Cross-Modal Manifold Learning for Cross-modal Retrieval

Dec 19, 2016
Sailesh Conjeti, Anees Kazi, Nassir Navab, Amin Katouzian

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Deep Residual Hashing

Dec 16, 2016
Sailesh Conjeti, Abhijit Guha Roy, Amin Katouzian, Nassir Navab

* Submitted to Information Processing in Medical Imaging, 2017 (Under review) 

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An Efficient Training Algorithm for Kernel Survival Support Vector Machines

Nov 21, 2016
Sebastian Pölsterl, Nassir Navab, Amin Katouzian

* ECML PKDD MLLS 2016: 3rd Workshop on Machine Learning in Life Sciences 

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