Concepedia

Disentangled representation learning in cardiac image analysis

Agisilaos Chartsias, T. A. Joyce, Giorgos Papanastasiou, Scott Semple, Michelle C. Williams, David E. Newby, Rohan Dharmakumar, Sotirios A. Tsaftaris

Medical Image Analysis · 2019 · 190 citations · 37 references

Open access

Concepts

ComputingBiomedical EngineeringCardiologyBiomedical ImagingBiomedical Signal ProcessingComputer VisionCardiac ImagingCardiac Signal ProcessingCardiovascular ImagingDeep LearningMedical Image AnalysisRepresentation LearningCardiac Feature ExtractionCardiac Signal ModelingDisentangled Representation Learning

References

37

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Diederik P. Kingma, Jimmy Ba · UvA-DARE (University of Amsterdam) · 2014 · 84.8K citations · Full text

Computing, Computer Science, Algorithms +16

GAN（Generative Adversarial Nets）

Journal of Japan Society for Fuzzy Theory and Intelligent Informatics · 2017 · 21.8K citations · Full text

Computing, Computer Science, Algorithms +12

Auto-Encoding Variational Bayes

Diederik P. Kingma, Max Welling · UvA-DARE (University of Amsterdam) · 2013 · 15.6K citations · Full text

Computing, Computer Science, Machine Learning +16

Advances in Neural Information Processing Systems 28

Peter Flach, Meelis Kull · 2015 · 14.7K citations

Life Sciences, Computer Science, Neuroscience +12

Advances in Neural Information Processing Systems 29

Onur Teymur, Kostas Zygalakis, Ben Calderhead · 2016 · 13.5K citations

Life Sciences, Computer Science, Neuroscience +12