Deep neural network analyses of spirometry for structural phenotyping of chronic obstructive pulmonary disease

Discriminative Accuracy of FEV1:FVC Thresholds for COPD-Related Hospitalization and Mortality

(2019) Surya P. Bhatt et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Should Health Care Demand Interpretable Artificial Intelligence or Accept “Black Box” Medicine?

(2019) Fei Wang et al.   ANNALS OF INTERNAL MEDICINE

Association between Emphysema and Chronic Obstructive Pulmonary Disease Outcomes in the COPDGene and SPIROMICS Cohorts: A Post Hoc Analysis of Two Clinical Trials

(2018) MeiLan K. Han et al.   AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE

The State of US Health, 1990-2016

(2018) et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Small airways disease in mild and moderate chronic obstructive pulmonary disease: a cross-sectional study

(2018) Hyun-Kyoung Koo et al.   Lancet Respiratory Medicine

Imaging Advances in Chronic Obstructive Pulmonary Disease: Insights from COPDGene

(2018) Surya P Bhatt et al.   AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE

Airway fractal dimension predicts respiratory morbidity and mortality in COPD

(2018) Sandeep Bodduluri et al.   JOURNAL OF CLINICAL INVESTIGATION

New Spirometry Indices for Detecting Mild Airflow Obstruction

(2018) Surya P. Bhatt et al.   Scientific Reports

Deep Learning in Medicine—Promise, Progress, and Challenges

(2018) Fei Wang et al.   JAMA Internal Medicine

Mild chronic obstructive pulmonary disease: why spirometry is not sufficient!

(2017) Amany F. Elbehairy et al.   Expert Review of Respiratory Medicine

Association between Functional Small Airway Disease and FEV1Decline in Chronic Obstructive Pulmonary Disease

(2016) Surya P. Bhatt et al.   AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE

Clinical Significance of Symptoms in Smokers with Preserved Pulmonary Function

(2016) Prescott G. Woodruff et al.   NEW ENGLAND JOURNAL OF MEDICINE

The Concave Shape of the Forced Expiratory Flow-Volume Curve in 3 Seconds Is a Practical Surrogate of FEV 1 /FVC for the Diagnosis of Airway Limitation in Inadequate Spirometry

(2016) Hao Li et al.   Respiratory Care

Relation of concavity in the expiratory flow-volume loop to dynamic hyperinflation during exercise in COPD

(2016) Janos Varga et al.   RESPIRATORY PHYSIOLOGY & NEUROBIOLOGY

Computer quantification of “angle of collapse” on maximum expiratory flow volume curve for diagnosing asthma-COPD overlap syndrome

(2016) Wei Wang et al.   International Journal of Chronic Obstructive Pulmonary Disease

Clinical and Radiologic Disease in Smokers With Normal Spirometry

(2015) Elizabeth A. Regan et al.   JAMA Internal Medicine

Reference ranges for shape indices of the flow-volume loop of healthy children

(2014) Véronique Nève et al.   PEDIATRIC PULMONOLOGY

Mortality by Level of Emphysema and Airway Wall Thickness

(2013) Ane Johannessen et al.   AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE

Impact of emphysema and airway wall thickness on quality of life in smoking-related COPD

(2013) Hester A. Gietema et al.   RESPIRATORY MEDICINE

Computed tomography–based biomarker provides unique signature for diagnosis of COPD phenotypes and disease progression

(2012) Craig J Galbán et al.   NATURE MEDICINE

Small-Airway Obstruction and Emphysema in Chronic Obstructive Pulmonary Disease

(2011) John E. McDonough et al.   NEW ENGLAND JOURNAL OF MEDICINE

Genetic Epidemiology of COPD (COPDGene) Study Design

(2010) Elizabeth A. Regan et al.   COPD-Journal of Chronic Obstructive Pulmonary Disease

Quantitative Computed Tomography Measures of Emphysema and Airway Wall Thickness Are Related to Respiratory Symptoms

(2009) Thomas B. Grydeland et al.   AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE