Works Published in 2023
Displaying works 61 - 80 of 121 in total
Sorted by most recent date added to the index first, which may not be the same as publication date order.
2023 journal article
Predicting climate change impacts on poikilotherms using physiologically guided species abundance models
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 120(15).
author keywords: cold-blooded; data fusion; extrapolation; freshwater fishes
MeSH headings : Animals; Climate Change; Fishes / physiology; Temperature; Ecosystem; Cold Temperature
doi.org (publisher)
UN Sustainable Development Goal Categories
13. Climate Action
(Web of Science; OpenAlex)
Sources: Web Of Science, NC State University Libraries
Added: August 21, 2023
2023 journal article
The prediction of Alzheimer's disease through multi-trait genetic modeling
FRONTIERS IN AGING NEUROSCIENCE, 15.
author keywords: Alzheimer's disease; statistical genetics; genetic risk; risk scores; polygenic trait
TL;DR:
This work developed a joint genetic score, MetaGRS, to better capture the polygenic architecture of Alzheimer’s Disease, using information about multiple traits/risk factors associated with the target trait.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
Source: Web Of Science
Added: August 21, 2023
2023 article
Do Software Security Practices Yield Fewer Vulnerabilities?
2023 IEEE/ACM 45TH INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING: SOFTWARE ENGINEERING IN PRACTICE, ICSE-SEIP, pp. 292–303.
TL;DR:
Five supervised machine learning models for npm and PyPI packages were developed using the OpenSSF Scorecard security practices scores and aggregate security scores as predictors and the number of externally-reported vulnerabilities as a target variable, finding that four security practices were the most important practices influencing vulnerability count.
(via Semantic Scholar)
Source: Web Of Science
Added: August 21, 2023
2023 journal article
The EAS approach to variable selection for multivariate response data in high-dimensional settings
ELECTRONIC JOURNAL OF STATISTICS, 17(2), 1947–1995.
author keywords: and phrases; Generalized fiducial inference; model selection; regularized regression; asymptotic consistency
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
Source: Web Of Science
Added: August 21, 2023
2023 journal article
A cross-sectional analysis of medical conditions and environmental factors associated with fractional exhaled nitric oxide (FeNO) in women and children from the ISA birth cohort, Costa Rica
ENVIRONMENTAL RESEARCH, 233.
author keywords: Asthma FeNO pesticides environment rhinitis; wheeze
TL;DR:
Rinitis and wheeze were associated with elevated FeNO in this rural, agricultural population of women and children, and smoke from waste burning as well as para-occupational pesticide exposure may contribute to elevatedFeNO in rural communities.
(via Semantic Scholar)
Sources: Web Of Science, NC State University Libraries
Added: August 14, 2023
2023 journal article
Development and validation of a predictive model for the diagnosis of rheumatic heart disease in low-income countries based on two cross-sectional studies
INTERNATIONAL JOURNAL OF CARDIOLOGY CARDIOVASCULAR RISK AND PREVENTION, 18.
author keywords: Low-income countries; Early detection; Educational intervention; Rheumatic heart disease; Secondary prophylaxis
TL;DR:
A simple questionnaire-based predictive instrument could identify children at higher risk for this disease in low-income countries where RHD remains prevalent, and echocardiography could then be used in these high-risk children to detect RHD in its early stages.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
1. No Poverty
(OpenAlex)
3. Good Health and Well-being
(Web of Science)
Sources: Web Of Science, NC State University Libraries
Added: August 14, 2023
2023 journal article
Pharmacogenomic Analyses Implicate B Cell Developmental Status and MKL1 as Determinants of Sensitivity toward Anti-CD20 Monoclonal Antibody Therapy
CELLS, 12(12).
author keywords: rituximab (Rituxan (R)); ofatumumab (Arzerra (R),& nbsp;Kesimpta (R)); obinutuzumab (Gazyva (R)); CD20 (MS4A1); MKL1 (MRTFA); TGFB1
TL;DR:
Results suggest that the efficacy of anti-CD20 mAb therapy may be influenced by B cell developmental status as well as polymorphism in the MKL1 gene.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
Source: Web Of Science
Added: August 7, 2023
2023 article
Deep Spatial Q-Learning for Infectious Disease Control
Liu, Z., Clifton, J., Laber, E. B., Drake, J., & Fang, E. X. (2023, July 8). JOURNAL OF AGRICULTURAL BIOLOGICAL AND ENVIRONMENTAL STATISTICS.
author keywords: Infectious diseases; Reinforcement learning; Graph neural networks
TL;DR:
A novel model-free algorithm is developed for the online management of an infectious disease spreading over a finite set of locations and an indefinite or infinite time horizon and introduces a graph neural network-based estimator in order to improve the performance of this class of algorithms.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science; OpenAlex)
Source: Web Of Science
Added: July 31, 2023
2023 journal article
Beyond Simple Trend Tests: Detecting Significant Changes in Design-Flood Quantiles
GEOPHYSICAL RESEARCH LETTERS, 50(13).
author keywords: design-flood estimation; trend tests; climate change; water-infrastructure safety; non-stationary flood
UN Sustainable Development Goal Categories
13. Climate Action
(Web of Science)
Sources: Web Of Science, NC State University Libraries
Added: July 19, 2023
2023 article
Estimating atmospheric motion winds from satellite image data using space-time drift models
Sahoo, I., Guinness, J., & Reich, B. J. J. (2023, July 6). ENVIRONMETRICS, Vol. 7.
author keywords: asymmetry; derived motion winds; GOES-15; local maximum likelihood estimation; spatial smoothing; spatio-temporal processes
UN Sustainable Development Goal Categories
2. Zero Hunger
(Web of Science)
7. Affordable and Clean Energy
(OpenAlex)
Sources: Web Of Science, NC State University Libraries
Added: July 19, 2023
2023 journal article
Classification of social media users with generalized functional data analysis
COMPUTATIONAL STATISTICS & DATA ANALYSIS, 179.
author keywords: Functional data; Classification; Binary series; Social media
UN Sustainable Development Goal Categories
10. Reduced Inequalities
(OpenAlex)
Sources: Web Of Science, NC State University Libraries
Added: July 10, 2023
2023 journal article
Integrative Chemical-Biological Grouping of Complex High Production Volume Substances from Lower Olefin Manufacturing Streams
TOXICS, 11(7).
author keywords: UVCB; petroleum; regulatory risk assessment; read-across; ion mobility spectrometry
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
11. Sustainable Cities and Communities
(Web of Science)
Sources: ORCID, Web Of Science, NC State University Libraries
Added: July 6, 2023
2023 journal article
RYK Gene Expression Associated with Drug Response Variation of Temozolomide and Clinical Outcomes in Glioma Patients
PHARMACEUTICALS, 16(5).
author keywords: GWAS; chemotherapy; sensitivity; resistance; glioma; drug response; temozolomide; knockdown; overexpression; pharmacogenomics; gene expression; RYK
TL;DR:
The findings suggest that RYK expression may serve as an important prognostic or predictor of TMZ response and survival for glioma patients and a combination of RyK expression and MGMT status could serve as a additional biomarker for improved survival.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science; OpenAlex)
Source: Web Of Science
Added: July 3, 2023
2023 journal article
Hierarchical Optimization for Control of Robotic Knee Prostheses Toward Improved Symmetry of Propulsive Impulse
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 70(5), 1634–1642.
author keywords: Prosthetics; Knee; Robots; Legged locomotion; Kinematics; Optimization; Impedance; Human-in-the-loop; Bayesian optimization; reinforcement learning; gait symmetry; robotic prostheses
MeSH headings : Humans; Knee Prosthesis; Robotics; Robotic Surgical Procedures; Gait; Walking; Knee Joint / surgery; Biomechanical Phenomena
TL;DR:
This work proposes a novel hierarchical framework to personalize robotic knee prosthesis control and improve overall gait performance and shows that the design successfully shaped the target knee kinematics as well as configured 12 impedance control parameters to improve propulsive impulse symmetry of the human users.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
Source: Web Of Science
Added: June 26, 2023
2023 journal article
Pretest estimation in combining probability and non-probability samples
ELECTRONIC JOURNAL OF STATISTICS, 17(1), 1492–1546.
author keywords: Data integration; dynamic borrowing; non-regularity; Pretest estimator
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
Sources: Web Of Science, NC State University Libraries
Added: June 26, 2023
2023 journal article
A natural language processing approach to categorise contributing factors from patient safety event reports
BMJ Health & Care Informatics, 30(1), e100731.
author keywords: Machine Learning; Electronic Health Records
MeSH headings : Humans; Natural Language Processing; Patient Safety; Algorithms; Machine Learning
TL;DR:
Information-rich sentence selection can be incorporated to extract the sentences in free-text event narratives in which the contributing factor information is embedded, and boosted the contribute factor categorisation performance.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
4. Quality Education
(OpenAlex)
Sources: Web Of Science, NC State University Libraries, NC State University Libraries
Added: June 26, 2023
2023 journal article
A deep learning synthetic likelihood approximation of a non-stationary spatial model for extreme streamflow forecasting
SPATIAL STATISTICS, 55.
author keywords: Climate change; Deep learning; Density regression; Gaussian process; Max -stable processes; Vecchia approximation
TL;DR:
A non-stationary process mixture model (NPMM) for annual streamflow maxima over the central US which uses downscaled climate model precipitation projections to forecast extremal streamflow and is flexible with desirable tail dependence properties, but yields an intractable likelihood.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
13. Climate Action
(Web of Science; OpenAlex)
Sources: Web Of Science, NC State University Libraries
Added: June 19, 2023
2023 journal article
MKX-AS1 Gene Expression Associated with Variation in Drug Response to Oxaliplatin and Clinical Outcomes in Colorectal Cancer Patients
PHARMACEUTICALS, 16(5).
author keywords: precision medicine; colorectal cancer; pharmacogenomics; oxaliplatin; lncRNA's; antisense
TL;DR:
An association between MKX-AS1 and MKX expression status that could be useful as a prognostic marker of response to OXAL and potential patient outcomes in CRC is suggested.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science; OpenAlex)
Source: Web Of Science
Added: June 12, 2023
2023 article
Revealing Excited-State Trajectories on Potential Energy Surfaces with Atomic Resolution in Real Time
Leshchev, D., J. S. Valentine, A., Kim, P., Mills, A. W., Roy, S., Chakraborty, A., … Chen, L. X. X. (2023, May 31). ANGEWANDTE CHEMIE-INTERNATIONAL EDITION.
author keywords: Excited States; Intersystem Crossing; Platinum; Transition-Metal Complexes; Ultrafast Spectroscopy
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy
(Web of Science; OpenAlex)
Source: Web Of Science
Added: June 12, 2023
2023 chapter
How AI can Help us Understand and Mitigate Error Propagation in Radiation Oncology
In Artificial Intelligence in Radiation Oncology (pp. 305–334).
Source: ORCID
Added: May 31, 2023
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