Deep Learning Fundus Image Analysis for Diabetic Retinopathy and Macular Edema Grading.

Jyri J. Kivinen

Jaakko Sahlsten Joel Jaskari Jyri J. Kivinen Lauri Turunen Esa Jaanio Kustaa Hietala Kimmo Kaski Deep Learning Fundus Image Analysis for Diabetic Retinopathy and Macular Edema Grading. 2019 abs/1904.08764 CoRR http://arxiv.org/abs/1904.08764 db/journals/corr/corr1904.html#abs-1904-08764

Joel Jaskari Jyri J. Kivinen A Novel Variational Autoencoder with Applications to Generative Modelling, Classification, and Ordinal Regression. 2018 abs/1812.07352 CoRR http://arxiv.org/abs/1812.07352 db/journals/corr/corr1812.html#abs-1812-07352

Jyri J. Kivinen Statistical models for natural scene data. 2014 University of Edinburgh, UK https://hdl.handle.net/1842/8879 https://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.615430 British Library, EThOS Jyri J. Kivinen Christopher K. I. Williams Nicolas Heess Visual Boundary Prediction: A Deep Neural Prediction Network and Quality Dissection. 512-521 2014 AISTATS http://proceedings.mlr.press/v33/kivinen14.html conf/aistats/2014 db/conf/aistats/aistats2014.html#KivinenWH14 Jyri J. Kivinen Christopher K. I. Williams Multiple Texture Boltzmann Machines. 638-646 AISTATS 2012 conf/aistats/2012 http://proceedings.mlr.press/v22/kivinen12.html db/journals/jmlr/jmlrp22.html#KivinenW12 Jyri J. Kivinen Christopher K. I. Williams Transformation Equivariant Boltzmann Machines. 1-9 2011 ICANN (1) https://doi.org/10.1007/978-3-642-21735-7_1 conf/icann/2011-1 db/conf/icann/icann2011-1.html#KivinenW11 Jyri J. Kivinen Erik B. Sudderth Michael I. Jordan Learning Multiscale Representations of Natural Scenes Using Dirichlet Processes. 1-8 2007 ICCV https://doi.org/10.1109/ICCV.2007.4408870 https://doi.ieeecomputersociety.org/10.1109/ICCV.2007.4408870 conf/iccv/2007 db/conf/iccv/iccv2007.html#KivinenSJ07 Jyri J. Kivinen Erik B. Sudderth Michael I. Jordan Image Denoising with Nonparametric Hidden Markov Trees. 121-124 2007 ICIP (3) https://doi.org/10.1109/ICIP.2007.4379261 conf/icip/2007 db/conf/icip/icip2007-3.html#KivinenSJ07 Nicolas Heess Kustaa Hietala Esa Jaanio Joel Jaskari Michael I. Jordan Kimmo Kaski Jaakko Sahlsten Erik B. Sudderth Lauri Turunen Christopher K. I. Williams