Single-cell RNA-seq reveals ectopic and aberrant lung-resident cell populations in idiopathic pulmonary fibrosis

Taylor Adams, Jonas C. Schupp, Sergio Poli, +15

Science Advances

Integrated Single-Cell Atlas of Endothelial Cells of the Human Lung

Jonas C. Schupp, Taylor Adams, Carlos Cosme, +27

Circulation

Single-cell connectomic analysis of adult mammalian lungs

Micha Sam Brickman Raredon, Taylor Adams, Yasir Suhail, +15

Science Advances

Single Cell RNA-seq reveals ectopic and aberrant lung resident cell populations in Idiopathic Pulmonary Fibrosis

Taylor Adams, Jonas C. Schupp, Sergio Poli, +15

Inflammatory Lung DiseaseAdvanced Lung DiseaseLung InflammationImmunologyPathology +16

Macrophage-derived netrin-1 drives adrenergic nerve–associated lung fibrosis

Ruijuan Gao, Xueyan Peng, Carrighan Perry, +17

Journal of Clinical Investigation

InflammationFibrosisInflammatory Lung DiseaseCollagen ContentLung Inflammation +13

Deep metric learning-based image retrieval system for chest radiograph and its clinical applications in COVID-19

Aoxiao Zhong, Xiang Li, Dufan Wu, +17

Medical Image Analysis

Image AnalysisEngineeringMedical ImagingDeep LearningClinical Applications +9

Single-Cell Profiling Reveals Immune Aberrations in Progressive Idiopathic Pulmonary Fibrosis

Avraham Unterman, Amy Zhao, Nir Neumark, +14

American Journal of Respiratory and Critical Care Medicine

A multi-center study of COVID-19 patient prognosis using deep learning-based CT image analysis and electronic health records

Kuang Gong, Dufan Wu, Chiara D. Arru, +24

European Journal of Radiology

Severity and Consolidation Quantification of COVID-19 From CT Images Using Deep Learning Based on Hybrid Weak Labels

Dufan Wu, Kuang Gong, Chiara D. Arru, +25

IEEE Journal of Biomedical and Health Informatics

Computed TomographyConvolutional Neural NetworkMultiple Instance LearningEngineeringMachine Learning +20

Integrated Single Cell Atlas of Endothelial Cells of the Human Lung

Jonas C. Schupp, Taylor Adams, Carlos Cosme, +24