Revealing pathway cross-talk related to diabetes mellitus by Monte Carlo Cross-Validation analysis
To explore potential functional biomarkers in diabetes mellitus (DM) by utilizing gene pathway cross-talk.
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
De Gruyter
2017-12-01
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| Series: | Open Life Sciences |
| Subjects: | |
| Online Access: | https://doi.org/10.1515/biol-2017-0056 |
| _version_ | 1818730379245256704 |
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| author | Cai Han-Qing Lv Shi-Hong Shi Chun-Jing |
| author_facet | Cai Han-Qing Lv Shi-Hong Shi Chun-Jing |
| author_sort | Cai Han-Qing |
| collection | DOAJ |
| description | To explore potential functional biomarkers in diabetes mellitus (DM) by utilizing gene pathway cross-talk. |
| first_indexed | 2024-12-17T23:00:51Z |
| format | Article |
| id | doaj.art-f0d91ab1ba3b4869878f49da4781443c |
| institution | Directory Open Access Journal |
| issn | 2391-5412 |
| language | English |
| last_indexed | 2024-12-17T23:00:51Z |
| publishDate | 2017-12-01 |
| publisher | De Gruyter |
| record_format | Article |
| series | Open Life Sciences |
| spelling | doaj.art-f0d91ab1ba3b4869878f49da4781443c2022-12-21T21:29:26ZengDe GruyterOpen Life Sciences2391-54122017-12-0112147348010.1515/biol-2017-0056biol-2017-0056Revealing pathway cross-talk related to diabetes mellitus by Monte Carlo Cross-Validation analysisCai Han-Qing0Lv Shi-Hong1Shi Chun-Jing2Department of Endocrinology, The Second Hospital of Jilin University, Changchun130041, ChinaDepartment of Digestive System, The Second Affiliated Hospital of Mudanjiang Medical University, Mudanjiang157000, ChinaDepartment of Endocrinology, The Second Affiliated Hospital of Mudanjiang Medical University, No.15 Dongxiaoyun Street, Aimin district, Mudanjiang157000, ChinaTo explore potential functional biomarkers in diabetes mellitus (DM) by utilizing gene pathway cross-talk.https://doi.org/10.1515/biol-2017-0056diabetes mellitusdifferentially expressed genespathway cross-talkrandom forest classificationmonte carlo cross-validation |
| spellingShingle | Cai Han-Qing Lv Shi-Hong Shi Chun-Jing Revealing pathway cross-talk related to diabetes mellitus by Monte Carlo Cross-Validation analysis Open Life Sciences diabetes mellitus differentially expressed genes pathway cross-talk random forest classification monte carlo cross-validation |
| title | Revealing pathway cross-talk related to diabetes mellitus by Monte Carlo Cross-Validation analysis |
| title_full | Revealing pathway cross-talk related to diabetes mellitus by Monte Carlo Cross-Validation analysis |
| title_fullStr | Revealing pathway cross-talk related to diabetes mellitus by Monte Carlo Cross-Validation analysis |
| title_full_unstemmed | Revealing pathway cross-talk related to diabetes mellitus by Monte Carlo Cross-Validation analysis |
| title_short | Revealing pathway cross-talk related to diabetes mellitus by Monte Carlo Cross-Validation analysis |
| title_sort | revealing pathway cross talk related to diabetes mellitus by monte carlo cross validation analysis |
| topic | diabetes mellitus differentially expressed genes pathway cross-talk random forest classification monte carlo cross-validation |
| url | https://doi.org/10.1515/biol-2017-0056 |
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