Y. Wang, I. Machado, Z. Stewart, R. Harbeck, C. Coeshott, R. Sandhaus
{"title":"Development of a 20 Single Nucleotide Polymorphism Multiplex Assay for Genotyping Alpha-1 Antitrypsin and Cohort Study with Alpha-1 Antitrypsin Deficiency Samples from Biobank","authors":"Y. Wang, I. Machado, Z. Stewart, R. Harbeck, C. Coeshott, R. Sandhaus","doi":"10.1164/ajrccm-conference.2022.205.1_meetingabstracts.a1090","DOIUrl":"https://doi.org/10.1164/ajrccm-conference.2022.205.1_meetingabstracts.a1090","url":null,"abstract":"","PeriodicalId":319541,"journal":{"name":"A22. IMAGING AND MOLECULAR BIOMARKERS IN COPD","volume":"42 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121774104","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
K. Makimoto, R. Au, A. Moslemi, J. Hogg, J. Bourbeau, W. Tan, M. Kirby
{"title":"Comparison of Feature Selection Methods and Machine Learning Classifiers with CT Radiomics-Based Features for Predicting Chronic Obstructive Pulmonary Disease","authors":"K. Makimoto, R. Au, A. Moslemi, J. Hogg, J. Bourbeau, W. Tan, M. Kirby","doi":"10.1164/ajrccm-conference.2022.205.1_meetingabstracts.a1079","DOIUrl":"https://doi.org/10.1164/ajrccm-conference.2022.205.1_meetingabstracts.a1079","url":null,"abstract":"","PeriodicalId":319541,"journal":{"name":"A22. IMAGING AND MOLECULAR BIOMARKERS IN COPD","volume":"32 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124656734","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
V. Kim, W. Dolliver, J. Orejas, S. Grumley, A. Yen, S. Kligerman, P. Manapragada, K. Jacobs, M. Abozeed, M. Aziz, M. Zahid, S. Sonavane, N. Terry, A. Ahmed, H. Nath, R. San José Estépar, A. Díaz, Copdgene Investigators
{"title":"Airway Mucus Plugs on CT Scan Are Associated with Worse Patient Reported Outcomes in Smokers with and Without COPD and No History of Exacerbations: A Cross Sectional Analysis of the COPDGene Study","authors":"V. Kim, W. Dolliver, J. Orejas, S. Grumley, A. Yen, S. Kligerman, P. Manapragada, K. Jacobs, M. Abozeed, M. Aziz, M. Zahid, S. Sonavane, N. Terry, A. Ahmed, H. Nath, R. San José Estépar, A. Díaz, Copdgene Investigators","doi":"10.1164/ajrccm-conference.2022.205.1_meetingabstracts.a1076","DOIUrl":"https://doi.org/10.1164/ajrccm-conference.2022.205.1_meetingabstracts.a1076","url":null,"abstract":"","PeriodicalId":319541,"journal":{"name":"A22. IMAGING AND MOLECULAR BIOMARKERS IN COPD","volume":"77 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129169511","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
J.M. Wang, W. Labaki, S. Murray, F. J. Martínez, J. Curtis, Sundaresh Ram, A. Bell, C. Galbán, M. Han, C. Hatt
{"title":"Using Decision Tree Models to Predict FEV1 Decline in COPDGene","authors":"J.M. Wang, W. Labaki, S. Murray, F. J. Martínez, J. Curtis, Sundaresh Ram, A. Bell, C. Galbán, M. Han, C. Hatt","doi":"10.1164/ajrccm-conference.2022.205.1_meetingabstracts.a1097","DOIUrl":"https://doi.org/10.1164/ajrccm-conference.2022.205.1_meetingabstracts.a1097","url":null,"abstract":"","PeriodicalId":319541,"journal":{"name":"A22. IMAGING AND MOLECULAR BIOMARKERS IN COPD","volume":"159 2","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"120936179","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
D. Fraughen, H. Yousuf, M. Herron, L. Alhaddah, T. Carroll, M. Casey, G. Kelly, R. Heeney, O. Mcelvaney, O. McElvaney, M. Murphy, C. Gunaratnam, J. Ryan, N. Mcelvaney
{"title":"The Use of Transient Elastography for Assessing for Alpha-1 Antitrypsin-Related Liver Disease and Its Discordance with Liver Ultrasonography","authors":"D. Fraughen, H. Yousuf, M. Herron, L. Alhaddah, T. Carroll, M. Casey, G. Kelly, R. Heeney, O. Mcelvaney, O. McElvaney, M. Murphy, C. Gunaratnam, J. Ryan, N. Mcelvaney","doi":"10.1164/ajrccm-conference.2022.205.1_meetingabstracts.a1082","DOIUrl":"https://doi.org/10.1164/ajrccm-conference.2022.205.1_meetingabstracts.a1082","url":null,"abstract":"","PeriodicalId":319541,"journal":{"name":"A22. IMAGING AND MOLECULAR BIOMARKERS IN COPD","volume":"40 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122723358","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
M. Iturrioz Campo, P. Nardelli, Ş. Koç, K. Bradford, A. Krishnamurthy, R. San José Estépar
{"title":"COPD Stage Classification Using Deep Learning on NHLBI BioData Catalyst","authors":"M. Iturrioz Campo, P. Nardelli, Ş. Koç, K. Bradford, A. Krishnamurthy, R. San José Estépar","doi":"10.1164/ajrccm-conference.2022.205.1_meetingabstracts.a1087","DOIUrl":"https://doi.org/10.1164/ajrccm-conference.2022.205.1_meetingabstracts.a1087","url":null,"abstract":"","PeriodicalId":319541,"journal":{"name":"A22. IMAGING AND MOLECULAR BIOMARKERS IN COPD","volume":"80 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131163016","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Utilizing a Deep Learning Radiomic Model for the Quantification of Emphysema","authors":"M. G. Lester, E. Gederi, F. Maldonado","doi":"10.1164/ajrccm-conference.2022.205.1_meetingabstracts.a1086","DOIUrl":"https://doi.org/10.1164/ajrccm-conference.2022.205.1_meetingabstracts.a1086","url":null,"abstract":"","PeriodicalId":319541,"journal":{"name":"A22. IMAGING AND MOLECULAR BIOMARKERS IN COPD","volume":"6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115471621","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
S. Park, J. Phillips, N. Saiphoklang, M. Wilgus, R. Buhr, C. Cooper, D. Tashkin, I. Barjaktarevic
{"title":"Stability of Commonly Evaluated Biomarkers in Clinically Stable COPD","authors":"S. Park, J. Phillips, N. Saiphoklang, M. Wilgus, R. Buhr, C. Cooper, D. Tashkin, I. Barjaktarevic","doi":"10.1164/ajrccm-conference.2022.205.1_meetingabstracts.a1095","DOIUrl":"https://doi.org/10.1164/ajrccm-conference.2022.205.1_meetingabstracts.a1095","url":null,"abstract":"","PeriodicalId":319541,"journal":{"name":"A22. IMAGING AND MOLECULAR BIOMARKERS IN COPD","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131549196","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
S. Fortis, J. Guo, M. Chaudhary, J. Newell, P. Nagpal, S. Gerard, M. Han, E. Kazerooni, F. J. Martínez, I. Barjaktarevic, R. Barr, S. Bodduluri, J. Schroeder, L. Gravens-Mueller, V. Ortega, W. Anderson, C. Cooper, D. Couper, S. Bhatt, P. Woodruff, E. Hoffman, J. Reinhardt, A. Comellas
{"title":"Association of Increased Chest CT Density (ICTD) with Clinical Features and Emphysema Progression in Ever Smokers","authors":"S. Fortis, J. Guo, M. Chaudhary, J. Newell, P. Nagpal, S. Gerard, M. Han, E. Kazerooni, F. J. Martínez, I. Barjaktarevic, R. Barr, S. Bodduluri, J. Schroeder, L. Gravens-Mueller, V. Ortega, W. Anderson, C. Cooper, D. Couper, S. Bhatt, P. Woodruff, E. Hoffman, J. Reinhardt, A. Comellas","doi":"10.1164/ajrccm-conference.2022.205.1_meetingabstracts.a1080","DOIUrl":"https://doi.org/10.1164/ajrccm-conference.2022.205.1_meetingabstracts.a1080","url":null,"abstract":"","PeriodicalId":319541,"journal":{"name":"A22. IMAGING AND MOLECULAR BIOMARKERS IN COPD","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124955050","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Local Prognostication of Emphysema Progression using Conditional AutoEnconders","authors":"A. Curiale, R. San José Estépar","doi":"10.1164/ajrccm-conference.2022.205.1_meetingabstracts.a1088","DOIUrl":"https://doi.org/10.1164/ajrccm-conference.2022.205.1_meetingabstracts.a1088","url":null,"abstract":"","PeriodicalId":319541,"journal":{"name":"A22. IMAGING AND MOLECULAR BIOMARKERS IN COPD","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127291526","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}