Detalhe da pesquisa
1.
Species-agnostic transfer learning for cross-species transcriptomics data integration without gene orthology.
Brief Bioinform;
25(2)2024 Jan 22.
Artigo
em Inglês
| MEDLINE
| ID: mdl-38305455
2.
A primer on the use of machine learning to distil knowledge from data in biological psychiatry.
Mol Psychiatry;
29(2): 387-401, 2024 Feb.
Artigo
em Inglês
| MEDLINE
| ID: mdl-38177352
3.
MirDIP 5.2: tissue context annotation and novel microRNA curation.
Nucleic Acids Res;
51(D1): D217-D225, 2023 01 06.
Artigo
em Inglês
| MEDLINE
| ID: mdl-36453996
4.
The effect of data transformation on low-dimensional integration of single-cell RNA-seq.
BMC Bioinformatics;
25(1): 171, 2024 Apr 30.
Artigo
em Inglês
| MEDLINE
| ID: mdl-38689234
5.
Ensemble-GNN: federated ensemble learning with graph neural networks for disease module discovery and classification.
Bioinformatics;
39(11)2023 11 01.
Artigo
em Inglês
| MEDLINE
| ID: mdl-37988152
6.
CLARUS: An interactive explainable AI platform for manual counterfactuals in graph neural networks.
J Biomed Inform;
150: 104600, 2024 02.
Artigo
em Inglês
| MEDLINE
| ID: mdl-38301750
7.
Fractal construction of constrained code words for DNA storage systems.
Nucleic Acids Res;
50(5): e30, 2022 03 21.
Artigo
em Inglês
| MEDLINE
| ID: mdl-34908135
8.
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
9.
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
10.
Prediction of antimicrobial resistance based on whole-genome sequencing and machine learning.
Bioinformatics;
38(2): 325-334, 2022 01 03.
Artigo
em Inglês
| MEDLINE
| ID: mdl-34613360
11.
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
12.
mirDIP 4.1-integrative database of human microRNA target predictions.
Nucleic Acids Res;
46(D1): D360-D370, 2018 01 04.
Artigo
em Inglês
| MEDLINE
| ID: mdl-29194489
13.
Analysis of a Deep Learning Model for 12-Lead ECG Classification Reveals Learned Features Similar to Diagnostic Criteria.
IEEE J Biomed Health Inform;
PP2023 May 01.
Artigo
em Inglês
| MEDLINE
| ID: mdl-37126621
14.
Evaluation of machine learning strategies for imaging confirmed prostate cancer recurrence prediction on electronic health records.
Comput Biol Med;
143: 105263, 2022 Apr.
Artigo
em Inglês
| MEDLINE
| ID: mdl-35131608
15.
Guideline for software life cycle in health informatics.
iScience;
25(12): 105534, 2022 Dec 22.
Artigo
em Inglês
| MEDLINE
| ID: mdl-36437879
16.
Transfer learning compensates limited data, batch effects and technological heterogeneity in single-cell sequencing.
NAR Genom Bioinform;
3(4): lqab104, 2021 Dec.
Artigo
em Inglês
| MEDLINE
| ID: mdl-34805988
17.
Integrative Analysis of Next-Generation Sequencing for Next-Generation Cancer Research toward Artificial Intelligence.
Cancers (Basel);
13(13)2021 Jun 24.
Artigo
em Inglês
| MEDLINE
| ID: mdl-34202427
18.
Fostering reproducibility, reusability, and technology transfer in health informatics.
iScience;
24(7): 102803, 2021 Jul 23.
Artigo
em Inglês
| MEDLINE
| ID: mdl-34296072
19.
A large-scale comparative study on peptide encodings for biomedical classification.
NAR Genom Bioinform;
3(2): lqab039, 2021 Jun.
Artigo
em Inglês
| MEDLINE
| ID: mdl-34046590
20.
Genome-wide analysis suggests the importance of vascular processes and neuroinflammation in late-life antidepressant response.
Transl Psychiatry;
11(1): 127, 2021 02 15.
Artigo
em Inglês
| MEDLINE
| ID: mdl-33589590