Detalhe da pesquisa
1.
Bayesian reduced rank regression models generalizable neural fingerprints that differentiate between individuals in magnetoencephalography data.
Eur J Neurosci
; 59(9): 2320-2335, 2024 May.
Artigo
em Inglês
| MEDLINE | ID: mdl-38483260
2.
HAPNEST: efficient, large-scale generation and evaluation of synthetic datasets for genotypes and phenotypes.
Bioinformatics
; 39(9)2023 09 02.
Artigo
em Inglês
| MEDLINE | ID: mdl-37647640
3.
Collaborative learning from distributed data with differentially private synthetic data.
BMC Med Inform Decis Mak
; 24(1): 167, 2024 Jun 14.
Artigo
em Inglês
| MEDLINE | ID: mdl-38877563
4.
Improving drug response prediction by integrating multiple data sources: matrix factorization, kernel and network-based approaches.
Brief Bioinform
; 22(1): 346-359, 2021 01 18.
Artigo
em Inglês
| MEDLINE | ID: mdl-31838491
5.
Machine learning approaches for drug combination therapies.
Brief Bioinform
; 22(6)2021 11 05.
Artigo
em Inglês
| MEDLINE | ID: mdl-34368832
6.
Chemistry-Based Modeling on Phenotype-Based Drug-Induced Liver Injury Annotation: From Public to Proprietary Data.
Chem Res Toxicol
; 36(8): 1238-1247, 2023 08 21.
Artigo
em Inglês
| MEDLINE | ID: mdl-37556769
7.
Identification of multiplicatively acting modulatory mutational signatures in cancer.
BMC Bioinformatics
; 23(1): 522, 2022 Dec 06.
Artigo
em Inglês
| MEDLINE | ID: mdl-36474143
8.
Representation transfer for differentially private drug sensitivity prediction.
Bioinformatics
; 35(14): i218-i224, 2019 07 15.
Artigo
em Inglês
| MEDLINE | ID: mdl-31510659
9.
Block HSIC Lasso: model-free biomarker detection for ultra-high dimensional data.
Bioinformatics
; 35(14): i427-i435, 2019 07 15.
Artigo
em Inglês
| MEDLINE | ID: mdl-31510671
10.
Modelling G×E with historical weather information improves genomic prediction in new environments.
Bioinformatics
; 35(20): 4045-4052, 2019 10 15.
Artigo
em Inglês
| MEDLINE | ID: mdl-30977782
11.
Bayesian metabolic flux analysis reveals intracellular flux couplings.
Bioinformatics
; 35(14): i548-i557, 2019 07 15.
Artigo
em Inglês
| MEDLINE | ID: mdl-31510676
12.
Substrate specificity of 2-deoxy-D-ribose 5-phosphate aldolase (DERA) assessed by different protein engineering and machine learning methods.
Appl Microbiol Biotechnol
; 104(24): 10515-10529, 2020 Dec.
Artigo
em Inglês
| MEDLINE | ID: mdl-33147349
13.
Discovering heritable modes of MEG spectral power.
Hum Brain Mapp
; 40(5): 1391-1402, 2019 04 01.
Artigo
em Inglês
| MEDLINE | ID: mdl-30600573
14.
Improving genomics-based predictions for precision medicine through active elicitation of expert knowledge.
Bioinformatics
; 34(13): i395-i403, 2018 07 01.
Artigo
em Inglês
| MEDLINE | ID: mdl-29949984
15.
Fundamentals and Recent Developments in Approximate Bayesian Computation.
Syst Biol
; 66(1): e66-e82, 2017 01 01.
Artigo
em Inglês
| MEDLINE | ID: mdl-28175922
16.
MediSyn: uncertainty-aware visualization of multiple biomedical datasets to support drug treatment selection.
BMC Bioinformatics
; 18(Suppl 10): 393, 2017 Sep 13.
Artigo
em Inglês
| MEDLINE | ID: mdl-28929971
17.
Sparse group factor analysis for biclustering of multiple data sources.
Bioinformatics
; 32(16): 2457-63, 2016 08 15.
Artigo
em Inglês
| MEDLINE | ID: mdl-27153643
18.
Modelling-based experiment retrieval: a case study with gene expression clustering.
Bioinformatics
; 32(9): 1388-94, 2016 05 01.
Artigo
em Inglês
| MEDLINE | ID: mdl-26740526
19.
Drug response prediction by inferring pathway-response associations with kernelized Bayesian matrix factorization.
Bioinformatics
; 32(17): i455-i463, 2016 09 01.
Artigo
em Inglês
| MEDLINE | ID: mdl-27587662
20.
Towards brain-activity-controlled information retrieval: Decoding image relevance from MEG signals.
Neuroimage
; 112: 288-298, 2015 May 15.
Artigo
em Inglês
| MEDLINE | ID: mdl-25595505