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 *

129 related articles for article (PubMed ID: 33661746)

  • 1. 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]  

  • 2. 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]  

  • 3. A novel missing data imputation approach based on clinical conditional Generative Adversarial Networks applied to EHR datasets.
    Bernardini M; Doinychko A; Romeo L; Frontoni E; Amini MR
    Comput Biol Med; 2023 Sep; 163():107188. PubMed ID: 37393785
    [TBL] [Abstract][Full Text] [Related]  

  • 4. 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]  

  • 5. SADI: Similarity-Aware Diffusion Model-Based Imputation for Incomplete Temporal EHR Data.
    Dai Z; Getzen E; Long Q
    Proc Mach Learn Res; 2024 May; 238():4195-4203. PubMed ID: 39267895
    [TBL] [Abstract][Full Text] [Related]  

  • 6. Electronic medical records imputation by temporal Generative Adversarial Network.
    Yin Y; Yuan Z; Tanvir IM; Bao X
    BioData Min; 2024 Jun; 17(1):19. PubMed ID: 38926718
    [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. MVIRA: A model based on Missing Value Imputation and Reliability Assessment for mortality risk prediction.
    Li B; Jin Y; Yu X; Song L; Zhang J; Sun H; Liu H; Shi Y; Kong F
    Int J Med Inform; 2023 Oct; 178():105191. PubMed ID: 37657203
    [TBL] [Abstract][Full Text] [Related]  

  • 9. Multiple Imputation via Generative Adversarial Network for High-dimensional Blockwise Missing Value Problems.
    Dai Z; Bu Z; Long Q
    Proc Int Conf Mach Learn Appl; 2021 Dec; 2021():791-798. PubMed ID: 35169788
    [TBL] [Abstract][Full Text] [Related]  

  • 10. Medical multivariate time series imputation and forecasting based on a recurrent conditional Wasserstein GAN and attention.
    Festag S; Spreckelsen C
    J Biomed Inform; 2023 Mar; 139():104320. PubMed ID: 36791899
    [TBL] [Abstract][Full Text] [Related]  

  • 11. Concurrent Imputation and Prediction on EHR data using Bi-Directional GANs: Bi-GANs for EHR imputation and prediction.
    Gupta M; Bunnell HT; Phan TT; Beheshti R
    ACM BCB; 2021 Aug; 2021():. PubMed ID: 34604866
    [TBL] [Abstract][Full Text] [Related]  

  • 12. 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]  

  • 13. Continuous patient state attention model for addressing irregularity in electronic health records.
    Chauhan VK; Thakur A; O'Donoghue O; Rohanian O; Molaei S; Clifton DA
    BMC Med Inform Decis Mak; 2024 May; 24(1):117. PubMed ID: 38702692
    [TBL] [Abstract][Full Text] [Related]  

  • 14. Multi-View Integrative Attention-Based Deep Representation Learning for Irregular Clinical Time-Series Data.
    Lee Y; Jun E; Choi J; Suk HI
    IEEE J Biomed Health Inform; 2022 Aug; 26(8):4270-4280. PubMed ID: 35511839
    [TBL] [Abstract][Full Text] [Related]  

  • 15. Deep recurrent model for individualized prediction of Alzheimer's disease progression.
    Jung W; Jun E; Suk HI;
    Neuroimage; 2021 Aug; 237():118143. PubMed ID: 33991694
    [TBL] [Abstract][Full Text] [Related]  

  • 16. Approach to addressing missing data for electronic medical records and pharmacy claims data research.
    Bounthavong M; Watanabe JH; Sullivan KM
    Pharmacotherapy; 2015 Apr; 35(4):380-7. PubMed ID: 25884526
    [TBL] [Abstract][Full Text] [Related]  

  • 17. Explainable Uncertainty-Aware Convolutional Recurrent Neural Network for Irregular Medical Time Series.
    Tan Q; Ye M; Ma AJ; Yang B; Yip TC; Wong GL; Yuen PC
    IEEE Trans Neural Netw Learn Syst; 2021 Oct; 32(10):4665-4679. PubMed ID: 33055037
    [TBL] [Abstract][Full Text] [Related]  

  • 18. Recurrent Neural Networks for Multivariate Time Series with Missing Values.
    Che Z; Purushotham S; Cho K; Sontag D; Liu Y
    Sci Rep; 2018 Apr; 8(1):6085. PubMed ID: 29666385
    [TBL] [Abstract][Full Text] [Related]  

  • 19. Deep imputation of missing values in time series health data: A review with benchmarking.
    Kazijevs M; Samad MD
    J Biomed Inform; 2023 Aug; 144():104440. PubMed ID: 37429511
    [TBL] [Abstract][Full Text] [Related]  

  • 20. SepsisLab: Early Sepsis Prediction with Uncertainty Quantification and Active Sensing.
    Yin C; Chen PY; Yao B; Wang D; Caterino J; Zhang P
    KDD; 2024 Aug; 2024():6158-6168. PubMed ID: 39399376
    [TBL] [Abstract][Full Text] [Related]  

    [Next]    [New Search]
    of 7.