BIOMARKERS

Molecular Biopsy of Human Tumors

- a resource for Precision Medicine *

338 related articles for article (PubMed ID: 32956366)

  • 1. A new analytical framework for missing data imputation and classification with uncertainty: Missing data imputation and heart failure readmission prediction.
    Hu Z; Du D
    PLoS One; 2020; 15(9):e0237724. PubMed ID: 32956366
    [TBL] [Abstract][Full Text] [Related]  

  • 2. 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]  

  • 3. 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]  

  • 4. Uncertainty-Gated Stochastic Sequential Model for EHR Mortality Prediction.
    Jun E; Mulyadi AW; Choi J; Suk HI
    IEEE Trans Neural Netw Learn Syst; 2021 Sep; 32(9):4052-4062. PubMed ID: 32841128
    [TBL] [Abstract][Full Text] [Related]  

  • 5. Improving Outcome Predictions for Patients Receiving Mechanical Circulatory Support by Optimizing Imputation of Missing Values.
    Jaeger BC; Cantor R; Sthanam V; Xie R; Kirklin JK; Rudraraju R
    Circ Cardiovasc Qual Outcomes; 2021 Sep; 14(9):e007071. PubMed ID: 34517728
    [TBL] [Abstract][Full Text] [Related]  

  • 6. Application of machine learning missing data imputation techniques in clinical decision making: taking the discharge assessment of patients with spontaneous supratentorial intracerebral hemorrhage as an example.
    Wang H; Tang J; Wu M; Wang X; Zhang T
    BMC Med Inform Decis Mak; 2022 Jan; 22(1):13. PubMed ID: 35027065
    [TBL] [Abstract][Full Text] [Related]  

  • 7. Autopopulus: A Novel Framework for Autoencoder Imputation on Large Clinical Datasets.
    Zamanzadeh DJ; Petousis P; Davis TA; Nicholas SB; Norris KC; Tuttle KR; Bui AAT; Sarrafzadeh M
    Annu Int Conf IEEE Eng Med Biol Soc; 2021 Nov; 2021():2303-2309. PubMed ID: 34891747
    [TBL] [Abstract][Full Text] [Related]  

  • 8. Collateral missing value imputation: a new robust missing value estimation algorithm for microarray data.
    Sehgal MS; Gondal I; Dooley LS
    Bioinformatics; 2005 May; 21(10):2417-23. PubMed ID: 15731210
    [TBL] [Abstract][Full Text] [Related]  

  • 9. A three-step approach for the derivation and validation of high-performing predictive models using an operational dataset: congestive heart failure readmission case study.
    AbdelRahman SE; Zhang M; Bray BE; Kawamoto K
    BMC Med Inform Decis Mak; 2014 May; 14():41. PubMed ID: 24886637
    [TBL] [Abstract][Full Text] [Related]  

  • 10. Integration of genetic and clinical information to improve imputation of data missing from electronic health records.
    Li R; Chen Y; Moore JH
    J Am Med Inform Assoc; 2019 Oct; 26(10):1056-1063. PubMed ID: 31329892
    [TBL] [Abstract][Full Text] [Related]  

  • 11. 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]  

  • 12. Missing data imputation on biomedical data using deeply learned clustering and L2 regularized regression based on symmetric uncertainty.
    Nagarajan G; Dhinesh Babu LD
    Artif Intell Med; 2022 Jan; 123():102214. PubMed ID: 34998512
    [TBL] [Abstract][Full Text] [Related]  

  • 13. A hybrid of whale optimization and late acceptance hill climbing based imputation to enhance classification performance in electronic health records.
    Nagarajan G; Dhinesh Babu LD
    J Biomed Inform; 2019 Jun; 94():103190. PubMed ID: 31054960
    [TBL] [Abstract][Full Text] [Related]  

  • 14. 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]  

  • 15. Imputation of missing values for cochlear implant candidate audiometric data and potential applications.
    Pavelchek C; Michelson AP; Walia A; Ortmann A; Herzog J; Buchman CA; Shew MA
    PLoS One; 2023; 18(2):e0281337. PubMed ID: 36745652
    [TBL] [Abstract][Full Text] [Related]  

  • 16. Uncertainty-Aware Variational-Recurrent Imputation Network for Clinical Time Series.
    Mulyadi AW; Jun E; Suk HI
    IEEE Trans Cybern; 2022 Sep; 52(9):9684-9694. PubMed ID: 33661746
    [TBL] [Abstract][Full Text] [Related]  

  • 17. Development of a "meta-model" to address missing data, predict patient-specific cancer survival and provide a foundation for clinical decision support.
    Baron JM; Paranjape K; Love T; Sharma V; Heaney D; Prime M
    J Am Med Inform Assoc; 2021 Mar; 28(3):605-615. PubMed ID: 33260202
    [TBL] [Abstract][Full Text] [Related]  

  • 18. 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]  

  • 19. Data Driven Estimation of Imputation Error-A Strategy for Imputation with a Reject Option.
    Bak N; Hansen LK
    PLoS One; 2016; 11(10):e0164464. PubMed ID: 27723782
    [TBL] [Abstract][Full Text] [Related]  

  • 20. The effect of imputing missing clinical attribute values on training lung cancer survival prediction model performance.
    Barakat MS; Field M; Ghose A; Stirling D; Holloway L; Vinod S; Dekker A; Thwaites D
    Health Inf Sci Syst; 2017 Dec; 5(1):16. PubMed ID: 29255599
    [TBL] [Abstract][Full Text] [Related]  

    [Next]    [New Search]
    of 17.