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Unsupervised Anomaly Detection with Generative Adversarial Networks to Guide Marker Discovery

, , , , and . Information Processing in Medical Imaging - 25th International Conference, IPMI 2017, Boone, NC, USA, June 25-30, 2017, Proceedings, volume 10265 of Lecture Notes in Computer Science, page 146--157. Springer, (2017)
DOI: 10.1007/978-3-319-59050-9\_12

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A System for Visual Information Retrieval in Images, Radiology Reports and the Medical Literature, , , , , and . RSNA demonstration, (2013)VISCERAL - VISual Concept Extraction Challenge in RAdioLogy: ISBI 2014 Challenge Organization, , , , , , , , , and 7 other author(s). Proceedings of the VISCERAL Challenge at ISBI, 1194, page 6-15. (2014)Overview of the 2014 Workshop on Medical Computer Vision: Algorithms for Big Data (MCV 2014), , , , , , , and . volume LNCS 8848 of Springer, (2015)Khresmoi Professional: Multilingual, Multimodal Professional Medical Search, , , , , , , and . Proceedings of ECIR 2014 demo track, (2014)Left Ventricle Segmentation Using Diffusion Wavelets and Boosting., , and . MICCAI (1), volume 5762 of Lecture Notes in Computer Science, page 919-926. Springer, (2009)Unsupervised Identification of Disease Marker Candidates in Retinal OCT Imaging Data., , , , , , , , and . CoRR, (2018)Hierarchical Top Down Enhancement of Robust PCA., , and . SSPR/SPR, volume 2396 of Lecture Notes in Computer Science, page 234-242. Springer, (2002)Task-Specific Functional Brain Geometry from Model Maps., , , , , , , and . MICCAI (1), volume 5241 of Lecture Notes in Computer Science, page 925-933. Springer, (2008)Constructing an Un-biased Whole Body Atlas from Clinical Imaging Data by Fragment Bundling., , and . MICCAI (1), volume 8149 of Lecture Notes in Computer Science, page 219-226. Springer, (2013)Superpixel-Based Interest Points for Effective Bags of Visual Words Medical Image Retrieval., , , , and . MCBR-CDS, volume 7075 of Lecture Notes in Computer Science, page 58-68. Springer, (2011)