Image-to-image translation with conditional adversarial networks
We investigate conditional adversarial networks as a general-purpose solution to image-to-image
translation problems. These networks not only learn the mapping from input image to …
translation problems. These networks not only learn the mapping from input image to …
[HTML][HTML] The genotype-tissue expression (GTEx) project
Genome-wide association studies have identified thousands of loci for common diseases,
but, for the majority of these, the mechanisms underlying disease susceptibility remain …
but, for the majority of these, the mechanisms underlying disease susceptibility remain …
Unpaired image-to-image translation using cycle-consistent adversarial networks
Image-to-image translation is a class of vision and graphics problems where the goal is to
learn the mapping between an input image and an output image using a training set of …
learn the mapping between an input image and an output image using a training set of …
The Genotype-Tissue Expression (GTEx) pilot analysis: multitissue gene regulation in humans
Understanding the functional consequences of genetic variation, and how it affects complex
human disease and quantitative traits, remains a critical challenge for biomedicine. We …
human disease and quantitative traits, remains a critical challenge for biomedicine. We …
[HTML][HTML] Apixaban versus warfarin in patients with atrial fibrillation
…, A Parkhomenko, FWA Verheugt, J Zhu… - … England Journal of …, 2011 - Mass Medical Soc
Background Vitamin K antagonists are highly effective in preventing stroke in patients with
atrial fibrillation but have several limitations. Apixaban is a novel oral direct factor Xa inhibitor …
atrial fibrillation but have several limitations. Apixaban is a novel oral direct factor Xa inhibitor …
High-resolution image synthesis and semantic manipulation with conditional gans
We present a new method for synthesizing high-resolution photo-realistic images from
semantic label maps using conditional generative adversarial networks (conditional GANs). …
semantic label maps using conditional generative adversarial networks (conditional GANs). …
[HTML][HTML] Dabigatran versus warfarin in patients with atrial fibrillation
…, S Wang, M Alings, D Xavier, J Zhu… - New England journal …, 2009 - Mass Medical Soc
Background Warfarin reduces the risk of stroke in patients with atrial fibrillation but increases
the risk of hemorrhage and is difficult to use. Dabigatran is a new oral direct thrombin …
the risk of hemorrhage and is difficult to use. Dabigatran is a new oral direct thrombin …
Cycada: Cycle-consistent adversarial domain adaptation
Abstract Domain adaptation is critical for success in new, unseen environments. Adversarial
adaptation models have shown tremendous progress towards adapting to new …
adaptation models have shown tremendous progress towards adapting to new …
[HTML][HTML] Global, regional, and national causes of under-5 mortality in 2000–15: an updated systematic analysis with implications for the Sustainable Development …
Background Despite remarkable progress in the improvement of child survival between 1990
and 2015, the Millennium Development Goal (MDG) 4 target of a two-thirds reduction of …
and 2015, the Millennium Development Goal (MDG) 4 target of a two-thirds reduction of …
Semantic image synthesis with spatially-adaptive normalization
We propose spatially-adaptive normalization, a simple but effective layer for synthesizing
photorealistic images given an input semantic layout. Previous methods directly feed the …
photorealistic images given an input semantic layout. Previous methods directly feed the …