Detalhe da pesquisa
1.
Drugst.One - a plug-and-play solution for online systems medicine and network-based drug repurposing.
Nucleic Acids Res
; 2024 May 23.
Artigo
em Inglês
| MEDLINE | ID: mdl-38783119
2.
Computational strategies to combat COVID-19: useful tools to accelerate SARS-CoV-2 and coronavirus research.
Brief Bioinform
; 22(2): 642-663, 2021 03 22.
Artigo
em Inglês
| MEDLINE | ID: mdl-33147627
3.
Federated Random Forests can improve local performance of predictive models for various healthcare applications.
Bioinformatics
; 38(8): 2278-2286, 2022 04 12.
Artigo
em Inglês
| MEDLINE | ID: mdl-35139148
4.
dsMTL: a computational framework for privacy-preserving, distributed multi-task machine learning.
Bioinformatics
; 38(21): 4919-4926, 2022 10 31.
Artigo
em Inglês
| MEDLINE | ID: mdl-36073911
5.
The FeatureCloud Platform for Federated Learning in Biomedicine: Unified Approach.
J Med Internet Res
; 25: e42621, 2023 07 12.
Artigo
em Inglês
| MEDLINE | ID: mdl-37436815
6.
The AIMe registry for artificial intelligence in biomedical research.
Nat Methods
; 18(10): 1128-1131, 2021 10.
Artigo
em Inglês
| MEDLINE | ID: mdl-34433960
7.
Drugst.One - A plug-and-play solution for online systems medicine and network-based drug repurposing.
ArXiv
; 2023 Jul 04.
Artigo
em Inglês
| MEDLINE | ID: mdl-37332567
8.
Federated machine learning for a facilitated implementation of Artificial Intelligence in healthcare - a proof of concept study for the prediction of coronary artery calcification scores.
J Integr Bioinform
; 19(4)2022 Dec 01.
Artigo
em Inglês
| MEDLINE | ID: mdl-36054833
9.
Privacy-Preserving Artificial Intelligence Techniques in Biomedicine.
Methods Inf Med
; 61(S 01): e12-e27, 2022 06.
Artigo
em Inglês
| MEDLINE | ID: mdl-35062032
10.
sPLINK: a hybrid federated tool as a robust alternative to meta-analysis in genome-wide association studies.
Genome Biol
; 23(1): 32, 2022 01 24.
Artigo
em Inglês
| MEDLINE | ID: mdl-35073941
11.
Privacy-aware multi-institutional time-to-event studies.
PLOS Digit Health
; 1(9): e0000101, 2022 Sep.
Artigo
em Inglês
| MEDLINE | ID: mdl-36812603
12.
Lessons from the COVID-19 pandemic for advancing computational drug repurposing strategies.
Nat Comput Sci
; 1(1): 33-41, 2021 Jan.
Artigo
em Inglês
| MEDLINE | ID: mdl-38217166
13.
Flimma: a federated and privacy-aware tool for differential gene expression analysis.
Genome Biol
; 22(1): 338, 2021 12 14.
Artigo
em Inglês
| MEDLINE | ID: mdl-34906207
14.
Individuating Possibly Repurposable Drugs and Drug Targets for COVID-19 Treatment Through Hypothesis-Driven Systems Medicine Using CoVex.
Assay Drug Dev Technol
; 18(8): 348-355, 2020.
Artigo
em Inglês
| MEDLINE | ID: mdl-33164550
15.
Exploring the SARS-CoV-2 virus-host-drug interactome for drug repurposing.
Nat Commun
; 11(1): 3518, 2020 07 14.
Artigo
em Inglês
| MEDLINE | ID: mdl-32665542