Adaptive best subset selection algorithm and genetic algorithm aided ensemble learning method identified a robust severity score of COVID‐19 patients
Main Authors: | , , , , , |
---|---|
Format: | Article |
Language: | English |
Published: |
Wiley
2023-08-01
|
Series: | iMeta |
Online Access: | https://doi.org/10.1002/imt2.126 |
_version_ | 1797740160813629440 |
---|---|
author | Weikaixin Kong Jie Zhu Suzhen Bi Liting Huang Peng Wu Su‐Jie Zhu |
author_facet | Weikaixin Kong Jie Zhu Suzhen Bi Liting Huang Peng Wu Su‐Jie Zhu |
author_sort | Weikaixin Kong |
collection | DOAJ |
first_indexed | 2024-03-12T14:08:37Z |
format | Article |
id | doaj.art-5648be5dd9094ebe9ca2716488a8ac4a |
institution | Directory Open Access Journal |
issn | 2770-596X |
language | English |
last_indexed | 2024-03-12T14:08:37Z |
publishDate | 2023-08-01 |
publisher | Wiley |
record_format | Article |
series | iMeta |
spelling | doaj.art-5648be5dd9094ebe9ca2716488a8ac4a2023-08-21T10:57:33ZengWileyiMeta2770-596X2023-08-0123n/an/a10.1002/imt2.126Adaptive best subset selection algorithm and genetic algorithm aided ensemble learning method identified a robust severity score of COVID‐19 patientsWeikaixin Kong0Jie Zhu1Suzhen Bi2Liting Huang3Peng Wu4Su‐Jie Zhu5Institute for Molecular Medicine Finland (FIMM), HiLIFE University of Helsinki Helsinki FinlandInstitute for Molecular Medicine Finland (FIMM), HiLIFE University of Helsinki Helsinki FinlandInstitute of Translational Medicine, The Affiliated Hospital of Qingdao University, College of Medicine Qingdao University Qingdao ChinaInstitute of Translational Medicine, The Affiliated Hospital of Qingdao University, College of Medicine Qingdao University Qingdao ChinaCancer Biology Research Center (Key Laboratory of the Ministry of Education), Tongji Medical College, Tongji Hospital Huazhong University of Science and Technology Wuhan ChinaInstitute of Translational Medicine, The Affiliated Hospital of Qingdao University, College of Medicine Qingdao University Qingdao Chinahttps://doi.org/10.1002/imt2.126 |
spellingShingle | Weikaixin Kong Jie Zhu Suzhen Bi Liting Huang Peng Wu Su‐Jie Zhu Adaptive best subset selection algorithm and genetic algorithm aided ensemble learning method identified a robust severity score of COVID‐19 patients iMeta |
title | Adaptive best subset selection algorithm and genetic algorithm aided ensemble learning method identified a robust severity score of COVID‐19 patients |
title_full | Adaptive best subset selection algorithm and genetic algorithm aided ensemble learning method identified a robust severity score of COVID‐19 patients |
title_fullStr | Adaptive best subset selection algorithm and genetic algorithm aided ensemble learning method identified a robust severity score of COVID‐19 patients |
title_full_unstemmed | Adaptive best subset selection algorithm and genetic algorithm aided ensemble learning method identified a robust severity score of COVID‐19 patients |
title_short | Adaptive best subset selection algorithm and genetic algorithm aided ensemble learning method identified a robust severity score of COVID‐19 patients |
title_sort | adaptive best subset selection algorithm and genetic algorithm aided ensemble learning method identified a robust severity score of covid 19 patients |
url | https://doi.org/10.1002/imt2.126 |
work_keys_str_mv | AT weikaixinkong adaptivebestsubsetselectionalgorithmandgeneticalgorithmaidedensemblelearningmethodidentifiedarobustseverityscoreofcovid19patients AT jiezhu adaptivebestsubsetselectionalgorithmandgeneticalgorithmaidedensemblelearningmethodidentifiedarobustseverityscoreofcovid19patients AT suzhenbi adaptivebestsubsetselectionalgorithmandgeneticalgorithmaidedensemblelearningmethodidentifiedarobustseverityscoreofcovid19patients AT litinghuang adaptivebestsubsetselectionalgorithmandgeneticalgorithmaidedensemblelearningmethodidentifiedarobustseverityscoreofcovid19patients AT pengwu adaptivebestsubsetselectionalgorithmandgeneticalgorithmaidedensemblelearningmethodidentifiedarobustseverityscoreofcovid19patients AT sujiezhu adaptivebestsubsetselectionalgorithmandgeneticalgorithmaidedensemblelearningmethodidentifiedarobustseverityscoreofcovid19patients |