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 *

220 related articles for article (PubMed ID: 32117371)

  • 1. Exploring Deep Learning for Complex Trait Genomic Prediction in Polyploid Outcrossing Species.
    Zingaretti LM; Gezan SA; Ferrão LFV; Osorio LF; Monfort A; Muñoz PR; Whitaker VM; Pérez-Enciso M
    Front Plant Sci; 2020; 11():25. PubMed ID: 32117371
    [TBL] [Abstract][Full Text] [Related]  

  • 2. pSBVB: A Versatile Simulation Tool To Evaluate Genomic Selection in Polyploid Species.
    Zingaretti ML; Monfort A; Pérez-Enciso M
    G3 (Bethesda); 2019 Feb; 9(2):327-334. PubMed ID: 30573468
    [TBL] [Abstract][Full Text] [Related]  

  • 3. Deep learning versus parametric and ensemble methods for genomic prediction of complex phenotypes.
    Abdollahi-Arpanahi R; Gianola D; Peñagaricano F
    Genet Sel Evol; 2020 Feb; 52(1):12. PubMed ID: 32093611
    [TBL] [Abstract][Full Text] [Related]  

  • 4. Genomic prediction with machine learning in sugarcane, a complex highly polyploid clonally propagated crop with substantial non-additive variation for key traits.
    Chen C; Powell O; Dinglasan E; Ross EM; Yadav S; Wei X; Atkin F; Deomano E; Hayes BJ
    Plant Genome; 2023 Dec; 16(4):e20390. PubMed ID: 37728221
    [TBL] [Abstract][Full Text] [Related]  

  • 5. Genome-Wide Prediction of Complex Traits in Two Outcrossing Plant Species Through Deep Learning and Bayesian Regularized Neural Network.
    Maldonado C; Mora-Poblete F; Contreras-Soto RI; Ahmar S; Chen JT; do Amaral Júnior AT; Scapim CA
    Front Plant Sci; 2020; 11():593897. PubMed ID: 33329658
    [TBL] [Abstract][Full Text] [Related]  

  • 6. Can Deep Learning Improve Genomic Prediction of Complex Human Traits?
    Bellot P; de Los Campos G; Pérez-Enciso M
    Genetics; 2018 Nov; 210(3):809-819. PubMed ID: 30171033
    [TBL] [Abstract][Full Text] [Related]  

  • 7. Multi-Trait Genomic Prediction of Yield-Related Traits in US Soft Wheat under Variable Water Regimes.
    Guo J; Khan J; Pradhan S; Shahi D; Khan N; Avci M; Mcbreen J; Harrison S; Brown-Guedira G; Murphy JP; Johnson J; Mergoum M; Esten Mason R; Ibrahim AMH; Sutton R; Griffey C; Babar MA
    Genes (Basel); 2020 Oct; 11(11):. PubMed ID: 33126620
    [TBL] [Abstract][Full Text] [Related]  

  • 8. Deep Learning for Predicting Complex Traits in Spring Wheat Breeding Program.
    Sandhu KS; Lozada DN; Zhang Z; Pumphrey MO; Carter AH
    Front Plant Sci; 2020; 11():613325. PubMed ID: 33469463
    [TBL] [Abstract][Full Text] [Related]  

  • 9. DNNGP, a deep neural network-based method for genomic prediction using multi-omics data in plants.
    Wang K; Abid MA; Rasheed A; Crossa J; Hearne S; Li H
    Mol Plant; 2023 Jan; 16(1):279-293. PubMed ID: 36366781
    [TBL] [Abstract][Full Text] [Related]  

  • 10. Optimizing whole-genomic prediction for autotetraploid blueberry breeding.
    de Bem Oliveira I; Amadeu RR; Ferrão LFV; Muñoz PR
    Heredity (Edinb); 2020 Dec; 125(6):437-448. PubMed ID: 33077896
    [TBL] [Abstract][Full Text] [Related]  

  • 11. Heuristic hyperparameter optimization of deep learning models for genomic prediction.
    Han J; Gondro C; Reid K; Steibel JP
    G3 (Bethesda); 2021 Jul; 11(7):. PubMed ID: 33993261
    [TBL] [Abstract][Full Text] [Related]  

  • 12. deepGBLUP: joint deep learning networks and GBLUP framework for accurate genomic prediction of complex traits in Korean native cattle.
    Lee HJ; Lee JH; Gondro C; Koh YJ; Lee SH
    Genet Sel Evol; 2023 Jul; 55(1):56. PubMed ID: 37525091
    [TBL] [Abstract][Full Text] [Related]  

  • 13. A Guide for Using Deep Learning for Complex Trait Genomic Prediction.
    Pérez-Enciso M; Zingaretti LM
    Genes (Basel); 2019 Jul; 10(7):. PubMed ID: 31330861
    [TBL] [Abstract][Full Text] [Related]  

  • 14. Genome-enabled prediction of meat and carcass traits using Bayesian regression, single-step genomic best linear unbiased prediction and blending methods in Nelore cattle.
    Lopes FB; Baldi F; Passafaro TL; Brunes LC; Costa MFO; Eifert EC; Narciso MG; Rosa GJM; Lobo RB; Magnabosco CU
    Animal; 2021 Jan; 15(1):100006. PubMed ID: 33516009
    [TBL] [Abstract][Full Text] [Related]  

  • 15. Sparse Convolutional Neural Networks for Genome-Wide Prediction.
    Waldmann P; Pfeiffer C; Mészáros G
    Front Genet; 2020; 11():25. PubMed ID: 32117441
    [TBL] [Abstract][Full Text] [Related]  

  • 16. Estimating additive and non-additive genetic variances and predicting genetic merits using genome-wide dense single nucleotide polymorphism markers.
    Su G; Christensen OF; Ostersen T; Henryon M; Lund MS
    PLoS One; 2012; 7(9):e45293. PubMed ID: 23028912
    [TBL] [Abstract][Full Text] [Related]  

  • 17. Multiple-trait analyses improved the accuracy of genomic prediction and the power of genome-wide association of productivity and climate change-adaptive traits in lodgepole pine.
    Cappa EP; Chen C; Klutsch JG; Sebastian-Azcona J; Ratcliffe B; Wei X; Da Ros L; Ullah A; Liu Y; Benowicz A; Sadoway S; Mansfield SD; Erbilgin N; Thomas BR; El-Kassaby YA
    BMC Genomics; 2022 Jul; 23(1):536. PubMed ID: 35870886
    [TBL] [Abstract][Full Text] [Related]  

  • 18. Interpretable artificial neural networks incorporating Bayesian alphabet models for genome-wide prediction and association studies.
    Zhao T; Fernando R; Cheng H
    G3 (Bethesda); 2021 Sep; 11(10):. PubMed ID: 34499126
    [TBL] [Abstract][Full Text] [Related]  

  • 19. Benchmarking Parametric and Machine Learning Models for Genomic Prediction of Complex Traits.
    Azodi CB; Bolger E; McCarren A; Roantree M; de Los Campos G; Shiu SH
    G3 (Bethesda); 2019 Nov; 9(11):3691-3702. PubMed ID: 31533955
    [TBL] [Abstract][Full Text] [Related]  

  • 20. Using machine learning to realize genetic site screening and genomic prediction of productive traits in pigs.
    Xiang T; Li T; Li J; Li X; Wang J
    FASEB J; 2023 Jun; 37(6):e22961. PubMed ID: 37178007
    [TBL] [Abstract][Full Text] [Related]  

    [Next]    [New Search]
    of 11.