Daniel Boley
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Explore the profile of Daniel Boley including associated specialties, affiliations and a list of published articles.
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Articles
16
Citations
103
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Recent Articles
1.
Performance of a Chest Radiograph AI Diagnostic Tool for COVID-19: A Prospective Observational Study
Sun J, Peng L, Li T, Adila D, Zaiman Z, Melton-Meaux G, et al.
Radiol Artif Intell
. 2022 Aug;
4(4):e210217.
PMID: 35923381
Purpose: To conduct a prospective observational study across 12 U.S. hospitals to evaluate real-time performance of an interpretable artificial intelligence (AI) model to detect COVID-19 on chest radiographs. Materials And...
2.
Zhang Y, Boley D
J Theor Biol
. 2022 Jul;
550:111223.
PMID: 35853493
Due to its implication in cancer treatment, the Warburg Effect has received extensive in silico investigation. Flux Balance Analysis (FBA), based on constrained optimization, was successfully applied in the Warburg...
3.
Taha B, Boley D, Sun J, Chen C
J Clin Neurosci
. 2021 Jul;
90:206-211.
PMID: 34275550
Radiomics seeks to apply classical methods of image processing to obtain quantitative parameters from imaging. Derived features are subsequently fed into algorithmic models to aid clinical decision making. The application...
4.
Sun J, Peng L, Li T, Adila D, Zaiman Z, Melton G, et al.
ArXiv
. 2021 Jun;
PMID: 34099980
Importance: An artificial intelligence (AI)-based model to predict COVID-19 likelihood from chest x-ray (CXR) findings can serve as an important adjunct to accelerate immediate clinical decision making and improve clinical...
5.
Taha B, Boley D, Sun J, Chen C
Neurosurgery
. 2021 Apr;
89(2):177-184.
PMID: 33913492
Radiomics is an emerging discipline that aims to make intelligent predictions and derive medical insights based on quantitative features extracted from medical images as a means to improve clinical diagnosis...
6.
Taha B, Li T, Boley D, Chen C, Sun J
Neurosurgery
. 2021 Apr;
89(2):323-328.
PMID: 33887763
Background: The rarity of Isocitrate Dehydrogenase mutated (mIDH) glioblastomas relative to wild-type IDH glioblastomas, as well as their distinct tumor physiology, effectively render them "outliers". Specialized tools are needed to...
7.
Lenskaia T, Boley D
J Bioinform Comput Biol
. 2020 Oct;
18(5):2050033.
PMID: 33078994
Prokaryote adaptive immunity (CRISPR-Cas systems) can be a threat to its carriers. We analyze the risks of autoimmune reactions related to adaptive immunity in prokaryotes by computational methods. We found...
8.
Moller P, Liu X, Schuster S, Boley D
PLoS One
. 2018 Feb;
13(2):e0191803.
PMID: 29415045
Many differentiated cells rely primarily on mitochondrial oxidative phosphorylation for generating energy in the form of ATP needed for cellular metabolism. In contrast most tumor cells instead rely on aerobic...
9.
Lam H, Bi X, Sreevatsan S, Boley D
J Comput Biol
. 2017 Jul;
24(8):787-798.
PMID: 28686463
In this study, we present an application paradigm in which an unsupervised machine learning approach is applied to the high-dimensional influenza genetic sequences to investigate whether vaccine is a driving...
10.
Schuster S, Boley D, Moller P, Stark H, Kaleta C
Biochem Soc Trans
. 2015 Nov;
43(6):1187-94.
PMID: 26614659
For producing ATP, tumour cells rely on glycolysis leading to lactate to about the same extent as on respiration. Thus, the ATP synthesis flux from glycolysis is considerably higher than...