Interpretable Graph Convolutional Neural Networks for Inference on Noisy Knowledge Graphs [PDF]
In this work, we provide a new formulation for Graph Convolutional Neural Networks (GCNNs) for link prediction on graph data that addresses common challenges for biomedical knowledge graphs (KGs). We introduce a regularized attention mechanism to GCNNs that not only improves performance on clean datasets, but also favorably accommodates noise in KGs, a
arxiv
Airway acidification initiates host defense abnormalities in cystic fibrosis mice
Airway infections put to an acid test Most people with cystic fibrosis suffer from chronic respiratory infections. The mechanistic link between this symptom and the genetic cause of the disease (mutations that compromise the function of the cystic ...
Viral S. Shah+16 more
semanticscholar +1 more source
The future of cystic fibrosis care: a global perspective.
S. Bell+37 more
semanticscholar +1 more source
An automated pipeline for computation and analysis of functional ventilation and perfusion lung MRI with matrix pencil decomposition: TrueLung [PDF]
Purpose: To introduce and evaluate TrueLung, an automated pipeline for computation and analysis of free-breathing and contrast-agent free pulmonary functional MRI. Material and Methods: time-resolved ultra-fast bSSFP acquisitions are transferred to TrueLung, which includes image quality checks, image registration, and computation of perfusion and ...
arxiv
A joint model for (un)bounded longitudinal markers, competing risks, and recurrent events using patient registry data [PDF]
Joint models for longitudinal and survival data have become a popular framework for studying the association between repeatedly measured biomarkers and clinical events. Nevertheless, addressing complex survival data structures, especially handling both recurrent and competing event times within a single model, remains a challenge. This causes important
arxiv
Are adult cystic fibrosis patients satisfied with medication treatment? [PDF]
Akman ED+5 more
europepmc +1 more source
Cystic Fibrosis Newborn Screening: A Systematic Review-Driven Consensus Guideline from the United States Cystic Fibrosis Foundation. [PDF]
McGarry ME+16 more
europepmc +1 more source
Exploration of Olfaction and ChiPSO in Pediatric Cystic Fibrosis. [PDF]
Saak TM+7 more
europepmc +1 more source
Is There a Role for Lumacaftor/Ivacaftor in Young Children with Cystic Fibrosis? [PDF]
Martin I, Grasemann H.
europepmc +1 more source