Detalhe da pesquisa
1.
Incorporating biological prior knowledge for Bayesian learning via maximal knowledge-driven information priors.
BMC Bioinformatics
; 18(Suppl 14): 552, 2017 12 28.
Artigo
em Inglês
| MEDLINE | ID: mdl-29297278
2.
Classifier Design Given an Uncertainty Class of Feature Distributions via Regularized Maximum Likelihood and the Incorporation of Biological Pathway Knowledge in Steady-State Phenotype Classification.
Pattern Recognit
; 46(10): 2783-2797, 2013 Oct 01.
Artigo
em Inglês
| MEDLINE | ID: mdl-26279589
3.
Inferring gene expression from cell-free DNA fragmentation profiles.
Nat Biotechnol
; 40(4): 585-597, 2022 04.
Artigo
em Inglês
| MEDLINE | ID: mdl-35361996
4.
Probabilistic reconstruction of the tumor progression process in gene regulatory networks in the presence of uncertainty.
BMC Bioinformatics
; 12 Suppl 10: S9, 2011 Oct 18.
Artigo
em Inglês
| MEDLINE | ID: mdl-22166046
5.
Constructing Pathway-Based Priors within a Gaussian Mixture Model for Bayesian Regression and Classification.
IEEE/ACM Trans Comput Biol Bioinform
; 16(2): 524-537, 2019.
Artigo
em Inglês
| MEDLINE | ID: mdl-29990066
6.
Circulating Tumor DNA Measurements As Early Outcome Predictors in Diffuse Large B-Cell Lymphoma.
J Clin Oncol
; 36(28): 2845-2853, 2018 10 01.
Artigo
em Inglês
| MEDLINE | ID: mdl-30125215
7.
Early Detection of Molecular Residual Disease in Localized Lung Cancer by Circulating Tumor DNA Profiling.
Cancer Discov
; 7(12): 1394-1403, 2017 12.
Artigo
em Inglês
| MEDLINE | ID: mdl-28899864
8.
Distinct biological subtypes and patterns of genome evolution in lymphoma revealed by circulating tumor DNA.
Sci Transl Med
; 8(364): 364ra155, 2016 11 09.
Artigo
em Inglês
| MEDLINE | ID: mdl-27831904
9.
An Optimization-Based Framework for the Transformation of Incomplete Biological Knowledge into a Probabilistic Structure and Its Application to the Utilization of Gene/Protein Signaling Pathways in Discrete Phenotype Classification.
IEEE/ACM Trans Comput Biol Bioinform
; 12(6): 1304-21, 2015.
Artigo
em Inglês
| MEDLINE | ID: mdl-26671803
10.
Incorporation of Biological Pathway Knowledge in the Construction of Priors for Optimal Bayesian Classification.
IEEE/ACM Trans Comput Biol Bioinform
; 11(1): 202-18, 2014.
Artigo
em Inglês
| MEDLINE | ID: mdl-26355519