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 *

215 related articles for article (PubMed ID: 37932660)

  • 1. Missing data imputation, prediction, and feature selection in diagnosis of vaginal prolapse.
    Fan M; Peng X; Niu X; Cui T; He Q
    BMC Med Res Methodol; 2023 Nov; 23(1):259. PubMed ID: 37932660
    [TBL] [Abstract][Full Text] [Related]  

  • 2. Machine learning algorithms for outcome prediction in (chemo)radiotherapy: An empirical comparison of classifiers.
    Deist TM; Dankers FJWM; Valdes G; Wijsman R; Hsu IC; Oberije C; Lustberg T; van Soest J; Hoebers F; Jochems A; El Naqa I; Wee L; Morin O; Raleigh DR; Bots W; Kaanders JH; Belderbos J; Kwint M; Solberg T; Monshouwer R; Bussink J; Dekker A; Lambin P
    Med Phys; 2018 Jul; 45(7):3449-3459. PubMed ID: 29763967
    [TBL] [Abstract][Full Text] [Related]  

  • 3. Machine learning-based prediction of hospital prolonged length of stay admission at emergency department: a Gradient Boosting algorithm analysis.
    Zeleke AJ; Palumbo P; Tubertini P; Miglio R; Chiari L
    Front Artif Intell; 2023; 6():1179226. PubMed ID: 37588696
    [TBL] [Abstract][Full Text] [Related]  

  • 4. Advanced methods for missing values imputation based on similarity learning.
    Fouad KM; Ismail MM; Azar AT; Arafa MM
    PeerJ Comput Sci; 2021; 7():e619. PubMed ID: 34395861
    [TBL] [Abstract][Full Text] [Related]  

  • 5. The impact of imputation quality on machine learning classifiers for datasets with missing values.
    Shadbahr T; Roberts M; Stanczuk J; Gilbey J; Teare P; Dittmer S; Thorpe M; Torné RV; Sala E; Lió P; Patel M; Preller J; ; Rudd JHF; Mirtti T; Rannikko AS; Aston JAD; Tang J; Schönlieb CB
    Commun Med (Lond); 2023 Oct; 3(1):139. PubMed ID: 37803172
    [TBL] [Abstract][Full Text] [Related]  

  • 6. On mining incomplete medical datasets: Ordering imputation and classification.
    Chen CW; Lin WC; Ke SW; Tsai CF; Hu YH
    Technol Health Care; 2015; 23(5):619-25. PubMed ID: 26410122
    [TBL] [Abstract][Full Text] [Related]  

  • 7. A comparative study of variable selection methods in the context of developing psychiatric screening instruments.
    Lu F; Petkova E
    Stat Med; 2014 Feb; 33(3):401-21. PubMed ID: 23934941
    [TBL] [Abstract][Full Text] [Related]  

  • 8. Extremely missing numerical data in Electronic Health Records for machine learning can be managed through simple imputation methods considering informative missingness: A comparative of solutions in a COVID-19 mortality case study.
    Ferri P; Romero-Garcia N; Badenes R; Lora-Pablos D; Morales TG; Gómez de la Cámara A; García-Gómez JM; Sáez C
    Comput Methods Programs Biomed; 2023 Dec; 242():107803. PubMed ID: 37703700
    [TBL] [Abstract][Full Text] [Related]  

  • 9. Generative adversarial networks for imputing missing data for big data clinical research.
    Dong W; Fong DYT; Yoon JS; Wan EYF; Bedford LE; Tang EHM; Lam CLK
    BMC Med Res Methodol; 2021 Apr; 21(1):78. PubMed ID: 33879090
    [TBL] [Abstract][Full Text] [Related]  

  • 10. Comparison of the effects of imputation methods for missing data in predictive modelling of cohort study datasets.
    Li J; Guo S; Ma R; He J; Zhang X; Rui D; Ding Y; Li Y; Jian L; Cheng J; Guo H
    BMC Med Res Methodol; 2024 Feb; 24(1):41. PubMed ID: 38365610
    [TBL] [Abstract][Full Text] [Related]  

  • 11. Establishment of a Prediction Model Based on Preoperative MRI Radiomics for Diffuse Astrocytic Glioma, IDH-Wildtype, with Molecular Features of Glioblastoma.
    Du P; Wu X; Liu X; Chen J; Cao A; Geng D
    Cancers (Basel); 2023 Oct; 15(20):. PubMed ID: 37894461
    [TBL] [Abstract][Full Text] [Related]  

  • 12. Exploiting mutual information for the imputation of static and dynamic mixed-type clinical data with an adaptive k-nearest neighbours approach.
    Tavazzi E; Daberdaku S; Vasta R; Calvo A; Chiò A; Di Camillo B
    BMC Med Inform Decis Mak; 2020 Aug; 20(Suppl 5):174. PubMed ID: 32819346
    [TBL] [Abstract][Full Text] [Related]  

  • 13. Computer-assisted lip diagnosis on Traditional Chinese Medicine using multi-class support vector machines.
    Li F; Zhao C; Xia Z; Wang Y; Zhou X; Li GZ
    BMC Complement Altern Med; 2012 Aug; 12():127. PubMed ID: 22898352
    [TBL] [Abstract][Full Text] [Related]  

  • 14. Vaginal birth after cesarean section prediction model for Jordanian population.
    Awawdeh S; Rawashdeh H; Aljalodi H; Shamleh RA; Alshorman S
    Comput Biol Chem; 2023 Jun; 104():107877. PubMed ID: 37182360
    [TBL] [Abstract][Full Text] [Related]  

  • 15. Current-Visit and Next-Visit Prediction for Fatty Liver Disease With a Large-Scale Dataset: Model Development and Performance Comparison.
    Wu CT; Chu TW; Jang JR
    JMIR Med Inform; 2021 Aug; 9(8):e26398. PubMed ID: 34387552
    [TBL] [Abstract][Full Text] [Related]  

  • 16. Non-Contrasted CT Radiomics for SAH Prognosis Prediction.
    Shan D; Wang J; Qi P; Lu J; Wang D
    Bioengineering (Basel); 2023 Aug; 10(8):. PubMed ID: 37627852
    [TBL] [Abstract][Full Text] [Related]  

  • 17. Variable selection for multiply-imputed data with application to dioxin exposure study.
    Chen Q; Wang S
    Stat Med; 2013 Sep; 32(21):3646-59. PubMed ID: 23526243
    [TBL] [Abstract][Full Text] [Related]  

  • 18. PC-GAIN: Pseudo-label conditional generative adversarial imputation networks for incomplete data.
    Wang Y; Li D; Li X; Yang M
    Neural Netw; 2021 Sep; 141():395-403. PubMed ID: 34139636
    [TBL] [Abstract][Full Text] [Related]  

  • 19. Prediction of diabetes disease using an ensemble of machine learning multi-classifier models.
    Abnoosian K; Farnoosh R; Behzadi MH
    BMC Bioinformatics; 2023 Sep; 24(1):337. PubMed ID: 37697283
    [TBL] [Abstract][Full Text] [Related]  

  • 20. Missing data imputation on the 5-year survival prediction of breast cancer patients with unknown discrete values.
    García-Laencina PJ; Abreu PH; Abreu MH; Afonoso N
    Comput Biol Med; 2015 Apr; 59():125-133. PubMed ID: 25725446
    [TBL] [Abstract][Full Text] [Related]  

    [Next]    [New Search]
    of 11.