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- Monash UniversityAU4 papers
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- Minghsin University of Science and TechnologyTW1 paper
- NYU Langone HealthUS1 paper
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- University Hospital of BernCH1 paper
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- University of LausanneCH1 paper
4 papers · 1 filter
Designing for Privacy and Confidentiality on Distributed Ledgers for Enterprise (Industry Track)
Allison Irvin, Isabell Kiral
Distributed ledger technology offers numerous desirable attributes to applications in the enterprise context. However, with distributed data and decentralized computation on a shar…
Adversarial Pulmonary Pathology Translation for Pairwise Chest X-ray Data Augmentation
Yunyan Xing, Zongyuan Ge, Rui Zeng +4
Recent works show that Generative Adversarial Networks (GANs) can be successfully applied to chest X-ray data augmentation for lung disease recognition. However, the implausible an…
Informative sample generation using class aware generative adversarial networks for classification of chest Xrays
Behzad Bozorgtabar, Dwarikanath Mahapatra, Hendrik von Teng +4
Training robust deep learning (DL) systems for disease detection from medical images is challenging due to limited images covering different disease types and severity. The problem…
Training Data Independent Image Registration With GANs Using Transfer Learning And Segmentation Information
Dwarikanath Mahapatra, Zongyuan Ge
Registration is an important task in automated medical image analysis. Although deep learning (DL) based image registration methods out perform time consuming conventional approach…