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1.
Leveraging big data bioinformatics approaches to extract knowledge from Staphylococcus aureus public omics data.
Crit Rev Microbiol
; 49(3): 391-413, 2023 May.
Artículo
en Inglés
| MEDLINE | ID: mdl-35468027
2.
Domain-driven models yield better predictions at lower cost than reservoir computers in Lorenz systems.
Philos Trans A Math Phys Eng Sci
; 379(2194): 20200246, 2021 Apr 05.
Artículo
en Inglés
| MEDLINE | ID: mdl-33583272
3.
Augmenting aer2vec: Enriching distributed representations of adverse event report data with orthographic and lexical information.
J Biomed Inform
; 119: 103833, 2021 07.
Artículo
en Inglés
| MEDLINE | ID: mdl-34111555
4.
Population stratification enables modeling effects of reopening policies on mortality and hospitalization rates.
J Biomed Inform
; 119: 103818, 2021 07.
Artículo
en Inglés
| MEDLINE | ID: mdl-34022420
5.
Genomic analysis of RNA-Seq and sRNA-Seq data identifies potential regulatory sRNAs and their functional roles in Staphylococcus aureus.
Genomics
; 111(6): 1431-1446, 2019 12.
Artículo
en Inglés
| MEDLINE | ID: mdl-30304708
6.
Thyroid Cancer Polygenic Risk Score Improves Classification of Thyroid Nodules as Benign or Malignant.
J Clin Endocrinol Metab
; 109(2): 402-412, 2024 Jan 18.
Artículo
en Inglés
| MEDLINE | ID: mdl-37683082
7.
8.
Stratification of Pediatric COVID-19 cases by inflammatory biomarker profiling and machine learning.
medRxiv
; 2023 Apr 04.
Artículo
en Inglés
| MEDLINE | ID: mdl-37066407
9.
Stratification of Pediatric COVID-19 Cases Using Inflammatory Biomarker Profiling and Machine Learning.
J Clin Med
; 12(17)2023 Aug 22.
Artículo
en Inglés
| MEDLINE | ID: mdl-37685502
10.
Model averaging strategies for structure learning in Bayesian networks with limited data.
BMC Bioinformatics
; 13 Suppl 13: S10, 2012.
Artículo
en Inglés
| MEDLINE | ID: mdl-23320818
11.
Graph-based signal integration for high-throughput phenotyping.
BMC Bioinformatics
; 13 Suppl 13: S2, 2012.
Artículo
en Inglés
| MEDLINE | ID: mdl-23320851
12.
Improving Pharmacovigilance Signal Detection from Clinical Notes with Locality Sensitive Neural Concept Embeddings.
AMIA Jt Summits Transl Sci Proc
; 2022: 349-358, 2022.
Artículo
en Inglés
| MEDLINE | ID: mdl-35854716
13.
Predicting Drug Blood-Brain Barrier Penetration with Adverse Event Report Embeddings.
AMIA Annu Symp Proc
; 2022: 1163-1172, 2022.
Artículo
en Inglés
| MEDLINE | ID: mdl-37128462
14.
Integrated meta-analysis and machine learning approach identifies acyl-CoA thioesterase with other novel genes responsible for biofilm development in Staphylococcus aureus.
Infect Genet Evol
; 88: 104702, 2021 03.
Artículo
en Inglés
| MEDLINE | ID: mdl-33388440
15.
New components of the Dictyostelium PKA pathway revealed by Bayesian analysis of expression data.
BMC Bioinformatics
; 11: 163, 2010 Mar 31.
Artículo
en Inglés
| MEDLINE | ID: mdl-20356373
16.
Complementing Observational Signals with Literature-Derived Distributed Representations for Post-Marketing Drug Surveillance.
Drug Saf
; 43(1): 67-77, 2020 01.
Artículo
en Inglés
| MEDLINE | ID: mdl-31646442
17.
RNA-seq analysis reveals resistome genes and signalling pathway associated with vancomycin-intermediate Staphylococcus aureus.
Indian J Med Microbiol
; 37(2): 173-185, 2019.
Artículo
en Inglés
| MEDLINE | ID: mdl-31745016
18.
aer2vec: Distributed Representations of Adverse Event Reporting System Data as a Means to Identify Drug/Side-Effect Associations.
AMIA Annu Symp Proc
; 2019: 717-726, 2019.
Artículo
en Inglés
| MEDLINE | ID: mdl-32308867
19.
Predicting Adverse Drug-Drug Interactions with Neural Embedding of Semantic Predications
AMIA Annu Symp Proc
; 2019: 992-1001, 2019.
Artículo
en Inglés
| MEDLINE | ID: mdl-32308896
20.
Learning predictive models of drug side-effect relationships from distributed representations of literature-derived semantic predications.
J Am Med Inform Assoc
; 25(10): 1339-1350, 2018 10 01.
Artículo
en Inglés
| MEDLINE | ID: mdl-30010902