These tools will no longer be maintained as of December 31, 2024. Archived website can be found here. PubMed4Hh GitHub repository can be found here. Contact NLM Customer Service if you have questions.


BIOMARKERS

Molecular Biopsy of Human Tumors

- a resource for Precision Medicine *

170 related articles for article (PubMed ID: 23560875)

  • 21. Variable importance-weighted Random Forests.
    Liu Y; Zhao H
    Quant Biol; 2017 Dec; 5(4):338-351. PubMed ID: 30034909
    [TBL] [Abstract][Full Text] [Related]  

  • 22. CURE-SMOTE algorithm and hybrid algorithm for feature selection and parameter optimization based on random forests.
    Ma L; Fan S
    BMC Bioinformatics; 2017 Mar; 18(1):169. PubMed ID: 28292263
    [TBL] [Abstract][Full Text] [Related]  

  • 23. Hybrid variable selection strategy coupled with random forest (RF) for quantitative analysis of methanol in methanol-gasoline via Raman spectroscopy.
    Li M; Xu Y; Men J; Yan C; Tang H; Zhang T; Li H
    Spectrochim Acta A Mol Biomol Spectrosc; 2021 Apr; 251():119430. PubMed ID: 33485240
    [TBL] [Abstract][Full Text] [Related]  

  • 24. High-Dimensional Unbalanced Binary Classification by Genetic Programming with Multi-Criterion Fitness Evaluation and Selection.
    Pei W; Xue B; Shang L; Zhang M
    Evol Comput; 2022 Mar; 30(1):99-129. PubMed ID: 34902018
    [TBL] [Abstract][Full Text] [Related]  

  • 25. Predicting disease risks from highly imbalanced data using random forest.
    Khalilia M; Chakraborty S; Popescu M
    BMC Med Inform Decis Mak; 2011 Jul; 11():51. PubMed ID: 21801360
    [TBL] [Abstract][Full Text] [Related]  

  • 26. Validating cluster size inference: random field and permutation methods.
    Hayasaka S; Nichols TE
    Neuroimage; 2003 Dec; 20(4):2343-56. PubMed ID: 14683734
    [TBL] [Abstract][Full Text] [Related]  

  • 27. An active learning based classification strategy for the minority class problem: application to histopathology annotation.
    Doyle S; Monaco J; Feldman M; Tomaszewski J; Madabhushi A
    BMC Bioinformatics; 2011 Oct; 12():424. PubMed ID: 22034914
    [TBL] [Abstract][Full Text] [Related]  

  • 28. Over-optimism in bioinformatics: an illustration.
    Jelizarow M; Guillemot V; Tenenhaus A; Strimmer K; Boulesteix AL
    Bioinformatics; 2010 Aug; 26(16):1990-8. PubMed ID: 20581402
    [TBL] [Abstract][Full Text] [Related]  

  • 29. Application of rotation forest with decision trees as base classifier and a novel ensemble model in spatial modeling of groundwater potential.
    Naghibi SA; Dolatkordestani M; Rezaei A; Amouzegari P; Heravi MT; Kalantar B; Pradhan B
    Environ Monit Assess; 2019 Mar; 191(4):248. PubMed ID: 30919064
    [TBL] [Abstract][Full Text] [Related]  

  • 30. A multicenter random forest model for effective prognosis prediction in collaborative clinical research network.
    Li J; Tian Y; Zhu Y; Zhou T; Li J; Ding K; Li J
    Artif Intell Med; 2020 Mar; 103():101814. PubMed ID: 32143809
    [TBL] [Abstract][Full Text] [Related]  

  • 31. An introspective comparison of random forest-based classifiers for the analysis of cluster-correlated data by way of RF++.
    Karpievitch YV; Hill EG; Leclerc AP; Dabney AR; Almeida JS
    PLoS One; 2009 Sep; 4(9):e7087. PubMed ID: 19763254
    [TBL] [Abstract][Full Text] [Related]  

  • 32. The parameter sensitivity of random forests.
    Huang BF; Boutros PC
    BMC Bioinformatics; 2016 Sep; 17(1):331. PubMed ID: 27586051
    [TBL] [Abstract][Full Text] [Related]  

  • 33. Why Does Rebalancing Class-Unbalanced Data Improve AUC for Linear Discriminant Analysis?
    Xue JH; Hall P
    IEEE Trans Pattern Anal Mach Intell; 2015 May; 37(5):1109-12. PubMed ID: 26353332
    [TBL] [Abstract][Full Text] [Related]  

  • 34. A plea for neutral comparison studies in computational sciences.
    Boulesteix AL; Lauer S; Eugster MJ
    PLoS One; 2013; 8(4):e61562. PubMed ID: 23637855
    [TBL] [Abstract][Full Text] [Related]  

  • 35. 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]  

  • 36. Structure-activity relationship-based chemical classification of highly imbalanced Tox21 datasets.
    Idakwo G; Thangapandian S; Luttrell J; Li Y; Wang N; Zhou Z; Hong H; Yang B; Zhang C; Gong P
    J Cheminform; 2020 Oct; 12(1):66. PubMed ID: 33372637
    [TBL] [Abstract][Full Text] [Related]  

  • 37. Understanding overfitting in random forest for probability estimation: a visualization and simulation study.
    Barreñada L; Dhiman P; Timmerman D; Boulesteix AL; Van Calster B
    Diagn Progn Res; 2024 Sep; 8(1):14. PubMed ID: 39334348
    [TBL] [Abstract][Full Text] [Related]  

  • 38. Robust multi-group gene set analysis with few replicates.
    Mishra PP; Medlar A; Holm L; Törönen P
    BMC Bioinformatics; 2016 Dec; 17(1):526. PubMed ID: 27938331
    [TBL] [Abstract][Full Text] [Related]  

  • 39. Mining algorithm of accumulation sequence of unbalanced data based on probability matrix decomposition.
    Mou S; Zhang H
    PLoS One; 2023; 18(7):e0288140. PubMed ID: 37418443
    [TBL] [Abstract][Full Text] [Related]  

  • 40. r2VIM: A new variable selection method for random forests in genome-wide association studies.
    Szymczak S; Holzinger E; Dasgupta A; Malley JD; Molloy AM; Mills JL; Brody LC; Stambolian D; Bailey-Wilson JE
    BioData Min; 2016; 9():7. PubMed ID: 26839594
    [TBL] [Abstract][Full Text] [Related]  

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