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- Title:
Prediction of lung emphysema in COPD by spirometry and clinical symptoms: results from COSYCONET
- Document type:
- Zeitschriftenaufsatz
- Author(s):
- Kellerer, Christina ; Jörres, Rudolf A. ; Schneider, Antonius ; Alter, Peter ; Kauczor, Hans-Ulrich ; Jobst, Bertram ; Biederer, Jürgen ; Bals, Robert ; Watz, Henrik ; Behr, Jürgen ; Kauffmann-Guerrero, Diego ; Lutter, Johanna ; Hapfelmeier, Alexander ; Magnussen, Helgo ; Trudzinski, Franziska C. ; Welte, Tobias ; Vogelmeier, Claus F. ; Kahnert, Kathrin
- Keywords:
- Research ; Emphysema ; CT scan ; Decision trees ; Random forest ; Adaboost ; COPD phenotypes
- Journal title:
- Respiratory Research
- Year:
- 2021
- Journal volume:
- 22
- Journal issue:
- 1
- Fulltext / DOI:
- doi:10.1186/s12931-021-01837-2
- Publisher:
- BioMed Central
- E-ISSN:
- 1465-993X
- Date of publication:
- 09.09.2021
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