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Image Translation by Latent Union of Subspaces for Cross-Domain Plaque Detection [article]

Yingying Zhu, Daniel C. Elton, Sungwon Lee, Perry J. Pickhardt, Ronald M. Summers
2020 arXiv   pre-print
Many recent works have shown how cross domain object detection can be improved using an image translation model which translates between domains using a single shared latent space.  ...  Motivated by this, we propose an image translation network using a shared union of subspaces constraint and show our approach preserves subtle structures (plaques) better than the conventional method.  ...  This research was supported by the Intramural Research Programs of the National Institutes of Health (NIH) Clinical Center and National Library of Medicine (NLM).  ... 
arXiv:2005.11384v1 fatcat:wohpsryhtndyhiqp2nwflbseau

CARS 2021: Computer Assisted Radiology and Surgery Proceedings of the 35th International Congress and Exhibition Munich, Germany, June 21–25, 2021

2021 International Journal of Computer Assisted Radiology and Surgery  
Acknowledgements This work has been funded by the research project PI18/00169 from Instituto de Salud Carlos III & FEDER funds.  ...  Methods Image translation enables to transform images from a domain A into another domain B. Generative adversarial networks have been demonstrated to achieve outstanding results for this task.  ...  the presence of a white plaque of the vocal fold.  ... 
doi:10.1007/s11548-021-02375-4 pmid:34085172 fatcat:6d564hsv2fbybkhw4wvc7uuxcy

Forty-First Annual Meeting March 2-6, 1997 Ernest N. Morial Convention Center New Orleans, Louisiana. Wednesday Symposia and Posters, Part IV

1997 Biophysical Journal  
In the present work we prepared oriented membrane mutilayers on a germanium intemal reflection element by drying tubulovesicie membranes.  ...  Switching between two buffers containing two different ligands allowed us to record ATR Infrared spectra of structural and chemical intermediates relevant of the catalytic cycle of the enzyme.  ...  by a cross link between residues 14 and 38.  ... 
doi:10.1016/s0006-3495(97)78743-5 fatcat:j2mf5gwwijc43lzz7zpueyie4m

The relationship of smartphone addiction with teenagers mental health in vocational high school padang Indonesia 2017

Meri Neherta, Trivini Valencya, Yoshi Hernanda
2018 Indian Journal of Public Health Research & Development  
During the period January to December 2017, laparoscopic cholecystectomies procedure were performed for 110 patients at this hospital, and and then investigated the incidence of bile duct injuries.  ...  Conflict of Interest: There is no conflict of interest.  ...  The Markov transition matrix T is computed for an image. The matrix T can be compressed and orthogonalized to obtain coarser subspace T 2j+1 .  ... 
doi:10.5958/0976-5506.2018.01491.2 fatcat:xovivjgyd5fafdcl2mfarihfba

Vol. 1, No. 2 (Full Issue)

2002 Journal of Modern Applied Statistical Methods  
The empirical basis is fallible, and yet the method of conjectures and refutations is untouched by Hume's insights.  ...  The implications for statistical methodology is that the requisite severity of testing is achieved through the use of robust procedures, whose assumptions have not been shown to be substantially violated  ...  For example, in cardiovascular disease, build up of plaque in the arteries can begin in childhood. During this latent period the person often displays no overt effects or problems.  ... 
doi:10.22237/jmasm/1036110660 fatcat:fprcbff3cbafzgoubiyiczlxdm

Dynamic brain networks explored by structure-revealing methods

Nora Leonardi
How and where brain activity is modulated by behavior can be studied with functional magnetic resonance imaging (fMRI), a non-invasive neuroimaging technique with excellent spatial resolution and whole-brain  ...  Special thanks to Carina, who has been a great source of inspiration and for proof reading parts of my thesis. Thanks to Xchange and the wider ESN network for enriching my life on campus.  ...  of the CAPs in repeated 2-fold cross-validations and by comparing it to surrogate data.  ... 
doi:10.5075/epfl-thesis-6274 fatcat:on6wyonlajgffpyd4o3t5s6z4u