Using dynamics of forced expiration to identify COPD where conventional criteria for the FEV 1 / FVC ratio do not match
Detailed mathematical analysis of expiratory flow dynamics in combination with support vector machine is able to detect airflow limitation and characterize presence of COPD. This methodology allows better identification of subjects with or without COPD characteristics when other spirometry‐based cri...
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| Published in | Respirology (Carlton, Vic.) Vol. 20; no. 6; pp. 925 - 931 |
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| Main Authors | , , , , , |
| Format | Journal Article |
| Language | English |
| Published |
01.08.2015
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| Online Access | Get full text |
| ISSN | 1323-7799 1440-1843 |
| DOI | 10.1111/resp.12540 |
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| Abstract | Detailed mathematical analysis of expiratory flow dynamics in combination with support vector machine is able to detect airflow limitation and characterize presence of COPD. This methodology allows better identification of subjects with or without COPD characteristics when other spirometry‐based criteria and specific cut‐offs do not confirm COPD. |
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| AbstractList | Detailed mathematical analysis of expiratory flow dynamics in combination with support vector machine is able to detect airflow limitation and characterize presence of COPD. This methodology allows better identification of subjects with or without COPD characteristics when other spirometry‐based criteria and specific cut‐offs do not confirm COPD. |
| Author | Janssens, Wim Troosters, Thierry Decramer, Marc Exadaktylos, Vasileios Topalovic, Marko Berckmans, Daniel |
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| CitedBy_id | crossref_primary_10_1016_j_rmed_2019_08_004 crossref_primary_10_1111_resp_12771 crossref_primary_10_1016_j_resp_2015_12_002 crossref_primary_10_3390_biomedicines10040786 crossref_primary_10_4103_jfmpc_jfmpc_1052_24 crossref_primary_10_1016_j_resp_2016_02_002 crossref_primary_10_1097_MCP_0000000000000459 crossref_primary_10_1016_j_cmpb_2019_105267 crossref_primary_10_1016_j_joca_2015_09_015 crossref_primary_10_4187_respcare_04850 |
| Cites_doi | 10.1183/09031936.00128113 10.1016/S0140-6736(96)07492-2 10.1164/rccm.201204-0596PP 10.1183/09031936.00154307 10.1183/09031936.00058707 10.5220/0004735000050012 10.1164/rccm.200703-456SO 10.1183/09031936.00135110 10.1007/s11517-014-1202-6 10.1378/chest.130.1.200 10.1513/pats.200804-035QC 10.1164/ajrccm.159.1.9712108 10.1136/thx.2008.095554 10.1183/09031936.05.00035205 10.1378/chest.123.5.1684 10.1016/S0140-6736(07)61377-4 10.1186/1465-9921-14-131 10.1378/chest.117.5_suppl_2.339S 10.1378/chest.06-2736 10.1183/09031936.00103309 10.1183/09031936.00164608 10.1023/A:1018628609742 10.1016/S0140-6736(11)60968-9 10.1183/09031936.05.00034805 10.1016/S0140-6736(07)61380-4 10.1378/chest.06-1349 10.1183/09041950.005s1693 10.1186/1465-9921-13-13 10.1164/rccm.200909-1364OC 10.1378/chest.10-1721 10.1136/thx.2008.098483 |
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| References | e_1_2_7_6_1 e_1_2_7_5_1 e_1_2_7_4_1 e_1_2_7_3_1 e_1_2_7_9_1 e_1_2_7_8_1 e_1_2_7_7_1 e_1_2_7_19_1 e_1_2_7_18_1 e_1_2_7_17_1 e_1_2_7_16_1 e_1_2_7_2_1 e_1_2_7_15_1 e_1_2_7_14_1 e_1_2_7_13_1 e_1_2_7_12_1 e_1_2_7_11_1 e_1_2_7_10_1 Miller A (e_1_2_7_25_1) 1983; 127 e_1_2_7_26_1 e_1_2_7_27_1 e_1_2_7_28_1 e_1_2_7_29_1 Quanjer PH (e_1_2_7_24_1) 1994; 11 e_1_2_7_30_1 e_1_2_7_31_1 e_1_2_7_32_1 e_1_2_7_23_1 e_1_2_7_33_1 e_1_2_7_22_1 e_1_2_7_34_1 e_1_2_7_21_1 e_1_2_7_20_1 |
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