Detalhe da pesquisa
1.
Algebraic shortcuts for leave-one-out cross-validation in supervised network inference.
Brief Bioinform;
21(1): 262-271, 2020 Jan 17.
Artigo
em Inglês
| MEDLINE
| ID: mdl-30329015
2.
Prostate Cancer Risk Stratification in Men With a Clinical Suspicion of Prostate Cancer Using a Unique Biparametric MRI and Expression of 11 Genes in Apparently Benign Tissue: Evaluation Using Machine-Learning Techniques.
J Magn Reson Imaging;
51(5): 1540-1553, 2020 05.
Artigo
em Inglês
| MEDLINE
| ID: mdl-31588660
3.
Learning with multiple pairwise kernels for drug bioactivity prediction.
Bioinformatics;
34(13): i509-i518, 2018 07 01.
Artigo
em Inglês
| MEDLINE
| ID: mdl-29949975
4.
A Comparative Study of Pairwise Learning Methods Based on Kernel Ridge Regression.
Neural Comput;
30(8): 2245-2283, 2018 08.
Artigo
em Inglês
| MEDLINE
| ID: mdl-29894652
5.
Computational-experimental approach to drug-target interaction mapping: A case study on kinase inhibitors.
PLoS Comput Biol;
13(8): e1005678, 2017 Aug.
Artigo
em Inglês
| MEDLINE
| ID: mdl-28787438
6.
Prediction of overall survival for patients with metastatic castration-resistant prostate cancer: development of a prognostic model through a crowdsourced challenge with open clinical trial data.
Lancet Oncol;
18(1): 132-142, 2017 01.
Artigo
em Inglês
| MEDLINE
| ID: mdl-27864015
7.
Toward more realistic drug-target interaction predictions.
Brief Bioinform;
16(2): 325-37, 2015 Mar.
Artigo
em Inglês
| MEDLINE
| ID: mdl-24723570
8.
Predicting patient acuity from electronic patient records.
J Biomed Inform;
51: 35-40, 2014 Oct.
Artigo
em Inglês
| MEDLINE
| ID: mdl-24726853
9.
Domain randomization using synthetic electrocardiograms for training neural networks.
Artif Intell Med;
143: 102583, 2023 09.
Artigo
em Inglês
| MEDLINE
| ID: mdl-37673557
10.
Budget-Based Classification of Parkinson's Disease From Resting State EEG.
IEEE J Biomed Health Inform;
27(8): 3740-3747, 2023 08.
Artigo
em Inglês
| MEDLINE
| ID: mdl-37018586
11.
Regularized machine learning in the genetic prediction of complex traits.
PLoS Genet;
10(11): e1004754, 2014 Nov.
Artigo
em Inglês
| MEDLINE
| ID: mdl-25393026
12.
Machine Learning Approach for Preterm Birth Prediction Using Health Records: Systematic Review.
JMIR Med Inform;
10(4): e33875, 2022 Apr 20.
Artigo
em Inglês
| MEDLINE
| ID: mdl-35442214
13.
Adaptive risk prediction system with incremental and transfer learning.
Comput Biol Med;
138: 104886, 2021 11.
Artigo
em Inglês
| MEDLINE
| ID: mdl-34571438
14.
Synthetic minority oversampling of vital statistics data with generative adversarial networks.
J Am Med Inform Assoc;
27(11): 1667-1674, 2020 11 01.
Artigo
em Inglês
| MEDLINE
| ID: mdl-32885818
15.
Cost-effective survival prediction for patients with advanced prostate cancer using clinical trial and real-world hospital registry datasets.
Int J Med Inform;
133: 104014, 2020 01.
Artigo
em Inglês
| MEDLINE
| ID: mdl-31783311
16.
Tournament leave-pair-out cross-validation for receiver operating characteristic analysis.
Stat Methods Med Res;
28(10-11): 2975-2991, 2019.
Artigo
em Inglês
| MEDLINE
| ID: mdl-30126322
17.
Comparative analysis of five protein-protein interaction corpora.
BMC Bioinformatics;
9 Suppl 3: S6, 2008 Apr 11.
Artigo
em Inglês
| MEDLINE
| ID: mdl-18426551
18.
All-paths graph kernel for protein-protein interaction extraction with evaluation of cross-corpus learning.
BMC Bioinformatics;
9 Suppl 11: S2, 2008 Nov 19.
Artigo
em Inglês
| MEDLINE
| ID: mdl-19025688
19.
Fast Kronecker Product Kernel Methods via Generalized Vec Trick.
IEEE Trans Neural Netw Learn Syst;
29(8): 3374-3387, 2018 08.
Artigo
em Inglês
| MEDLINE
| ID: mdl-28783645
20.
Assessment of metal ion concentration in water with structured feature selection.
Chemosphere;
185: 1063-1071, 2017 Oct.
Artigo
em Inglês
| MEDLINE
| ID: mdl-28764102