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Jonathon Romero
Jonathon Romero
Syneos Health
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Year
Accelerating climate resilient plant breeding by applying next-generation artificial intelligence
AL Harfouche, DA Jacobson, D Kainer, JC Romero, AH Harfouche, ...
Trends in biotechnology 37 (11), 1217-1235, 2019
1722019
Potentially adaptive SARS-CoV-2 mutations discovered with novel spatiotemporal and explainable AI models
MR Garvin, E T. Prates, M Pavicic, P Jones, BK Amos, A Geiger, MB Shah, ...
Genome biology 21, 1-26, 2020
622020
Can exascale computing and explainable artificial intelligence applied to plant biology deliver on the United Nations sustainable development goals?
J Streich, J Romero, JGFM Gazolla, D Kainer, A Cliff, ET Prates, JB Brown, ...
Current opinion in biotechnology 61, 217-225, 2020
442020
Synthesis and characterization of Fe-Ti-Sb intermetallic compounds: Discovery of a new Slater-Pauling phase
N Naghibolashrafi, S Keshavarz, VI Hegde, A Gupta, WH Butler, ...
Physical Review B 93 (10), 104424, 2016
392016
A high-performance computing implementation of iterative random forest for the creation of predictive expression networks
A Cliff, J Romero, D Kainer, A Walker, A Furches, D Jacobson
Genes 10 (12), 996, 2019
322019
Neurotransmitter networks in mouse prefrontal cortex are reconfigured by isoflurane anesthesia
X Zhang, AG Baer, JM Price, PC Jones, BJ Garcia, J Romero, AM Cliff, ...
Journal of Neurophysiology 123 (6), 2285-2296, 2020
252020
Anisotropy in layered half-metallic Heusler alloy superlattices
JG Azadani, K Munira, J Romero, J Ma, C Sivakumar, AW Ghosh, ...
Journal of Applied Physics 119 (4), 2016
252016
NF-κB perturbation reveals unique immunomodulatory functions in Prx1+ fibroblasts that promote development of atopic dermatitis
KI Ko, JJ Merlet, BP DerGarabedian, H Zhen, Y Suzuki-Horiuchi, ...
Science translational medicine 14 (630), eabj0324, 2022
232022
Polypharmacy-associated risk of hospitalisation among people ageing with and without HIV: an observational study
AC Justice, KS Gordon, J Romero, EJ Edelman, BJ Garcia, P Jones, ...
The Lancet Healthy Longevity 2 (10), e639-e650, 2021
232021
Achieving perpendicular anisotropy in half-metallic Heusler alloys for spin device applications
K Munira, J Romero, WH Butler
Journal of Applied Physics 115 (17), 2014
202014
Finding New Cell Wall Regulatory Genes in Populus trichocarpa Using Multiple Lines of Evidence
A Furches, D Kainer, D Weighill, A Large, P Jones, AM Walker, J Romero, ...
Frontiers in plant science 10, 1249, 2019
132019
Evaluating the performance of random forest and iterative random forest based methods when applied to gene expression data
AM Walker, A Cliff, J Romero, MB Shah, P Jones, JGFM Gazolla, ...
Computational and Structural Biotechnology Journal 20, 3372-3386, 2022
112022
Rapid expansion of SARS-CoV-2 variants of concern is a result of adaptive epistasis
MR Garvin, ET Prates, J Romero, A Cliff, MG JGF, M Pickholz, M Pavicic, ...
9*2021
Clinical and radiographic response following targeting of BCAN-NTRK1 fusion in glioneuronal tumor. NPJ Precis Oncol 1: 5
C Alvarez-Breckenridge, JJ Miller, N Nayyar, CM Gill, A Kaneb, ...
62017
Digging deeper into GWAS signal using GRIN implicates additional genes contributing to suicidal behavior
KA Sullivan, M Lane, M Cashman, JI Miller, M Pavicic, AM Walker, A Cliff, ...
medRxiv, 2022.04. 20.22273895, 2022
12022
Using Iterative Random Forest to Find Geospatial Environmental and Sociodemographic Predictors of Suicide Attempts
M Pavicic, AM Walker, KA Sullivan, J Lagergren, A Cliff, J Romero, ...
Frontiers in Psychiatry 14, 1178633, 0
1
Quantum biological insights into CRISPR-Cas9 sgRNA efficiency from explainable-AI driven feature engineering
JM Noshay, T Walker, WG Alexander, DM Klingeman, J Romero, ...
Nucleic Acids Research 51 (19), 10147-10161, 2023
2023
Clustering the Planet: An Exascale Approach to Determining Global Climatype Zones
J Streich, A Furches, D Kainer, BJ Garcia, P Jones, J Romero, MR Garvin, ...
bioRxiv, 2023.06. 27.546742, 2023
2023
Antiviral Strategies Against SARS-CoV-2: A Systems Biology Approach
ET Prates, MR Garvin, P Jones, JI Miller, KA Sullivan, A Cliff, ...
SARS-CoV-2: Methods and Protocols, 317-351, 2022
2022
Better Understanding Genomic Architecture with the use of Applied Statistics and Explainable Artificial Intelligence
JC Romero
2022
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Articles 1–20