BIOMARKERS

Molecular Biopsy of Human Tumors

- a resource for Precision Medicine *

166 related articles for article (PubMed ID: 36608930)

  • 21. Filter and Wrapper Stacking Ensemble (FWSE): a robust approach for reliable biomarker discovery in high-dimensional omics data.
    Budhraja S; Doborjeh M; Singh B; Tan S; Doborjeh Z; Lai E; Merkin A; Lee J; Goh W; Kasabov N
    Brief Bioinform; 2023 Sep; 24(6):. PubMed ID: 37889118
    [TBL] [Abstract][Full Text] [Related]  

  • 22. Regression shrinkage and selection via least quantile shrinkage and selection operator.
    Daneshvar A; Mousa G
    PLoS One; 2023; 18(2):e0266267. PubMed ID: 36795659
    [TBL] [Abstract][Full Text] [Related]  

  • 23. EnRank: An Ensemble Method to Detect Pulmonary Hypertension Biomarkers Based on Feature Selection and Machine Learning Models.
    Liu X; Zhang Y; Fu C; Zhang R; Zhou F
    Front Genet; 2021; 12():636429. PubMed ID: 33986767
    [TBL] [Abstract][Full Text] [Related]  

  • 24. Multi-omics facilitated variable selection in Cox-regression model for cancer prognosis prediction.
    Liu C; Wang X; Genchev GZ; Lu H
    Methods; 2017 Jul; 124():100-107. PubMed ID: 28627406
    [TBL] [Abstract][Full Text] [Related]  

  • 25. A random forest based biomarker discovery and power analysis framework for diagnostics research.
    Acharjee A; Larkman J; Xu Y; Cardoso VR; Gkoutos GV
    BMC Med Genomics; 2020 Nov; 13(1):178. PubMed ID: 33228632
    [TBL] [Abstract][Full Text] [Related]  

  • 26. An efficient gene selection method for microarray data based on LASSO and BPSO.
    Xiong Y; Ling QH; Han F; Liu QH
    BMC Bioinformatics; 2019 Dec; 20(Suppl 22):715. PubMed ID: 31888444
    [TBL] [Abstract][Full Text] [Related]  

  • 27. An ensemble-based feature selection framework to select risk factors of childhood obesity for policy decision making.
    Shi X; Nikolic G; Epelde G; Arrúe M; Bidaurrazaga Van-Dierdonck J; Bilbao R; De Moor B
    BMC Med Inform Decis Mak; 2021 Jul; 21(1):222. PubMed ID: 34289843
    [TBL] [Abstract][Full Text] [Related]  

  • 28. Feature set optimization in biomarker discovery from genome-scale data.
    Fortino V; Scala G; Greco D
    Bioinformatics; 2020 Jun; 36(11):3393-3400. PubMed ID: 32119073
    [TBL] [Abstract][Full Text] [Related]  

  • 29. Folic acid supplementation and malaria susceptibility and severity among people taking antifolate antimalarial drugs in endemic areas.
    Crider K; Williams J; Qi YP; Gutman J; Yeung L; Mai C; Finkelstain J; Mehta S; Pons-Duran C; Menéndez C; Moraleda C; Rogers L; Daniels K; Green P
    Cochrane Database Syst Rev; 2022 Feb; 2(2022):. PubMed ID: 36321557
    [TBL] [Abstract][Full Text] [Related]  

  • 30. MEvA-X: a hybrid multiobjective evolutionary tool using an XGBoost classifier for biomarkers discovery on biomedical datasets.
    Panagiotopoulos K; Korfiati A; Theofilatos K; Hurwitz P; Deriu MA; Mavroudi S
    Bioinformatics; 2023 Jul; 39(7):. PubMed ID: 37326976
    [TBL] [Abstract][Full Text] [Related]  

  • 31. Coupling bootstrap with synergy self-organizing map-based orthogonal partial least squares discriminant analysis: Stable metabolic biomarker selection for inherited metabolic diseases.
    Yang Q; Tian GL; Qin JW; Wu BQ; Tan L; Xu L; Wu SZ; Yang JT; Jiang JH; Yu RQ
    Talanta; 2020 Nov; 219():121370. PubMed ID: 32887087
    [TBL] [Abstract][Full Text] [Related]  

  • 32. Incorporating prior biological knowledge for network-based differential gene expression analysis using differentially weighted graphical LASSO.
    Zuo Y; Cui Y; Yu G; Li R; Ressom HW
    BMC Bioinformatics; 2017 Feb; 18(1):99. PubMed ID: 28187708
    [TBL] [Abstract][Full Text] [Related]  

  • 33. PoLoBag: Polynomial Lasso Bagging for signed gene regulatory network inference from expression data.
    Ghosh Roy G; Geard N; Verspoor K; He S
    Bioinformatics; 2021 Jan; 36(21):5187-5193. PubMed ID: 32697830
    [TBL] [Abstract][Full Text] [Related]  

  • 34. Screening the Influence of Biomarkers for Metabolic Syndrome in Occupational Population Based on the Lasso Algorithm.
    Xie QY; Wang MW; Hu ZY; Cao CJ; Wang C; Kang JY; Fu XY; Zhang XW; Chu YM; Feng ZH; Cheng YR
    Front Public Health; 2021; 9():743731. PubMed ID: 34712642
    [No Abstract]   [Full Text] [Related]  

  • 35. Elastic SCAD as a novel penalization method for SVM classification tasks in high-dimensional data.
    Becker N; Toedt G; Lichter P; Benner A
    BMC Bioinformatics; 2011 May; 12():138. PubMed ID: 21554689
    [TBL] [Abstract][Full Text] [Related]  

  • 36. Cost-effective survival prediction for patients with advanced prostate cancer using clinical trial and real-world hospital registry datasets.
    Murtojärvi M; Halkola AS; Airola A; Laajala TD; Mirtti T; Aittokallio T; Pahikkala T
    Int J Med Inform; 2020 Jan; 133():104014. PubMed ID: 31783311
    [TBL] [Abstract][Full Text] [Related]  

  • 37. Robust biomarker screening from gene expression data by stable machine learning-recursive feature elimination methods.
    Li L; Ching WK; Liu ZP
    Comput Biol Chem; 2022 Oct; 100():107747. PubMed ID: 35932551
    [TBL] [Abstract][Full Text] [Related]  

  • 38. Stability selection for mixed effect models with large numbers of predictor variables: A simulation study.
    Hyde R; O'Grady L; Green M
    Prev Vet Med; 2022 Sep; 206():105714. PubMed ID: 35843027
    [TBL] [Abstract][Full Text] [Related]  

  • 39. A Monte Carlo resampling based multiple feature-spaces ensemble (MFE) strategy for consistency-enhanced spectral variable selection.
    Li H; Wu P; Dai J; Zou X
    Anal Chim Acta; 2023 Oct; 1279():341782. PubMed ID: 37827679
    [TBL] [Abstract][Full Text] [Related]  

  • 40.
    ; ; . PubMed ID:
    [No Abstract]   [Full Text] [Related]  

    [Previous]   [Next]    [New Search]
    of 9.