Domain adaptation for medical image analysis: a survey
H Guan, M Liu - IEEE Transactions on Biomedical Engineering, 2021 - ieeexplore.ieee.org
Machine learning techniques used in computer-aided medical image analysis usually suffer
from the domain shift problem caused by different distributions between source/reference …
from the domain shift problem caused by different distributions between source/reference …
A review of deep learning in medical imaging: Imaging traits, technology trends, case studies with progress highlights, and future promises
Since its renaissance, deep learning has been widely used in various medical imaging tasks
and has achieved remarkable success in many medical imaging applications, thereby …
and has achieved remarkable success in many medical imaging applications, thereby …
Genome-wide association meta-analysis identifies 17 loci associated with nonalcoholic fatty liver disease
Nonalcoholic fatty liver disease (NAFLD) is common and partially heritable and has no
effective treatments. We carried out a genome-wide association study (GWAS) meta …
effective treatments. We carried out a genome-wide association study (GWAS) meta …
Association of clonal hematopoiesis with chronic obstructive pulmonary disease
Chronic obstructive pulmonary disease (COPD) is associated with age and smoking, but
other determinants of the disease are incompletely understood. Clonal hematopoiesis of …
other determinants of the disease are incompletely understood. Clonal hematopoiesis of …
Inference of chronic obstructive pulmonary disease with deep learning on raw spirograms identifies new genetic loci and improves risk models
Chronic obstructive pulmonary disease (COPD), the third leading cause of death worldwide,
is highly heritable. While COPD is clinically defined by applying thresholds to summary …
is highly heritable. While COPD is clinically defined by applying thresholds to summary …
New genetic signals for lung function highlight pathways and chronic obstructive pulmonary disease associations across multiple ancestries
Reduced lung function predicts mortality and is key to the diagnosis of chronic obstructive
pulmonary disease (COPD). In a genome-wide association study in 400,102 individuals of …
pulmonary disease (COPD). In a genome-wide association study in 400,102 individuals of …
[HTML][HTML] Pathogenesis of chronic obstructive pulmonary disease (COPD) induced by cigarette smoke
M Hikichi, K Mizumura, S Maruoka… - Journal of thoracic …, 2019 - ncbi.nlm.nih.gov
Chronic obstructive pulmonary disease (COPD) is a common respiratory disease that is
characterized by functional and structural alterations primarily caused by long-term …
characterized by functional and structural alterations primarily caused by long-term …
Airway-occluding mucus plugs and mortality in patients with chronic obstructive pulmonary disease
Importance Airway mucus plugs are common in patients with chronic obstructive pulmonary
disease (COPD); however, the association of airway mucus plugging and mortality in …
disease (COPD); however, the association of airway mucus plugging and mortality in …
Genetic landscape of chronic obstructive pulmonary disease identifies heterogeneous cell-type and phenotype associations
P Sakornsakolpat, D Prokopenko, M Lamontagne… - Nature …, 2019 - nature.com
Chronic obstructive pulmonary disease (COPD) is the leading cause of respiratory mortality
worldwide. Genetic risk loci provide new insights into disease pathogenesis. We performed …
worldwide. Genetic risk loci provide new insights into disease pathogenesis. We performed …
[HTML][HTML] COPDGene® 2019: redefining the diagnosis of chronic obstructive pulmonary disease
Background: Chronic obstructive pulmonary disease (COPD) remains a major cause of
morbidity and mortality. Present-day diagnostic criteria are largely based solely on …
morbidity and mortality. Present-day diagnostic criteria are largely based solely on …