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 *

143 related articles for article (PubMed ID: 34604866)

  • 21. DeepMicroGen: a generative adversarial network-based method for longitudinal microbiome data imputation.
    Choi JM; Ji M; Watson LT; Zhang L
    Bioinformatics; 2023 May; 39(5):. PubMed ID: 37099704
    [TBL] [Abstract][Full Text] [Related]  

  • 22. ImputEHR: A Visualization Tool of Imputation for the Prediction of Biomedical Data.
    Zhou YH; Saghapour E
    Front Genet; 2021; 12():691274. PubMed ID: 34276792
    [TBL] [Abstract][Full Text] [Related]  

  • 23. 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]  

  • 24. 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]  

  • 25. Imputation and missing indicators for handling missing data in the development and deployment of clinical prediction models: A simulation study.
    Sisk R; Sperrin M; Peek N; van Smeden M; Martin GP
    Stat Methods Med Res; 2023 Aug; 32(8):1461-1477. PubMed ID: 37105540
    [No Abstract]   [Full Text] [Related]  

  • 26. 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]  

  • 27. Generative Imputation and Stochastic Prediction.
    Kachuee M; Karkkainen K; Goldstein O; Darabi S; Sarrafzadeh M
    IEEE Trans Pattern Anal Mach Intell; 2022 Mar; 44(3):1278-1288. PubMed ID: 32894706
    [TBL] [Abstract][Full Text] [Related]  

  • 28. Generating synthetic mixed-type longitudinal electronic health records for artificial intelligent applications.
    Li J; Cairns BJ; Li J; Zhu T
    NPJ Digit Med; 2023 May; 6(1):98. PubMed ID: 37244963
    [TBL] [Abstract][Full Text] [Related]  

  • 29. Detracking Autoencoding Conditional Generative Adversarial Network: Improved Generative Adversarial Network Method for Tabular Missing Value Imputation.
    Liu J; Duan Z; Hu X; Zhong J; Yin Y
    Entropy (Basel); 2024 May; 26(5):. PubMed ID: 38785651
    [TBL] [Abstract][Full Text] [Related]  

  • 30. 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]  

  • 31. Generating sequential electronic health records using dual adversarial autoencoder.
    Lee D; Yu H; Jiang X; Rogith D; Gudala M; Tejani M; Zhang Q; Xiong L
    J Am Med Inform Assoc; 2020 Jul; 27(9):1411-1419. PubMed ID: 32989459
    [TBL] [Abstract][Full Text] [Related]  

  • 32. Utilization of Synthetic Near-Infrared Spectra via Generative Adversarial Network to Improve Wood Stiffness Prediction.
    Ali SD; Raut S; Dahlen J; Schimleck L; Bergman R; Zhang Z; Nasir V
    Sensors (Basel); 2024 Mar; 24(6):. PubMed ID: 38544255
    [TBL] [Abstract][Full Text] [Related]  

  • 33. An interpretable risk prediction model for healthcare with pattern attention.
    Kamal SA; Yin C; Qian B; Zhang P
    BMC Med Inform Decis Mak; 2020 Dec; 20(Suppl 11):307. PubMed ID: 33380322
    [TBL] [Abstract][Full Text] [Related]  

  • 34. Developing Clinical Prediction Models Using Primary Care Electronic Health Record Data: The Impact of Data Preparation Choices on Model Performance.
    van Os HJA; Kanning JP; Wermer MJH; Chavannes NH; Numans ME; Ruigrok YM; van Zwet EW; Putter H; Steyerberg EW; Groenwold RHH
    Front Epidemiol; 2022; 2():871630. PubMed ID: 38455328
    [TBL] [Abstract][Full Text] [Related]  

  • 35. Adversarial Joint-Learning Recurrent Neural Network for Incomplete Time Series Classification.
    Ma Q; Li S; Cottrell GW
    IEEE Trans Pattern Anal Mach Intell; 2022 Apr; 44(4):1765-1776. PubMed ID: 32997624
    [TBL] [Abstract][Full Text] [Related]  

  • 36. 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]  

  • 37. A Hybrid Missing Data Imputation Method for Batch Process Monitoring Dataset.
    Gan Q; Gong L; Hu D; Jiang Y; Ding X
    Sensors (Basel); 2023 Oct; 23(21):. PubMed ID: 37960379
    [TBL] [Abstract][Full Text] [Related]  

  • 38. VIGAN: Missing View Imputation with Generative Adversarial Networks.
    Shang C; Palmer A; Sun J; Chen KS; Lu J; Bi J
    Proc IEEE Int Conf Big Data; 2017; 2017():766-775. PubMed ID: 29457155
    [TBL] [Abstract][Full Text] [Related]  

  • 39. ImputeGAN: Generative Adversarial Network for Multivariate Time Series Imputation.
    Qin R; Wang Y
    Entropy (Basel); 2023 Jan; 25(1):. PubMed ID: 36673278
    [TBL] [Abstract][Full Text] [Related]  

  • 40. Recovering from missing data in population imaging - Cardiac MR image imputation via conditional generative adversarial nets.
    Xia Y; Zhang L; Ravikumar N; Attar R; Piechnik SK; Neubauer S; Petersen SE; Frangi AF
    Med Image Anal; 2021 Jan; 67():101812. PubMed ID: 33129140
    [TBL] [Abstract][Full Text] [Related]  

    [Previous]   [Next]    [New Search]
    of 8.