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Uncertainty Quantification in Estimating Blood Alcohol Concentration From Transdermal Alcohol Level With Physics-Informed Neural Networks

IEEE transaction on neural networks and learning systems, 2023-10, Vol.34 (10), p.8094-8101

2023

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Tracking and blind deconvolution of blood alcohol concentration from transdermal alcohol biosensor data: A population model-based LQG approach in Hilbert space

Automatica (Oxford), 2023-01, Vol.147, p.110699, Article 110699

2023

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Social anxiety and alcohol consumption: The role of social context

Addictive behaviors, 2023-08, Vol.143, p.107672-107672, Article 107672

2023

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Estimating the distribution of random parameters in a diffusion equation forward model for a transdermal alcohol biosensor

Automatica (Oxford), 2019-08, Vol.106, p.101-109

2019

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A population model‐based linear‐quadratic Gaussian compensator for the control of intravenously infused alcohol studies and withdrawal symptom prophylaxis using transdermal sensing

Optimal control applications & methods, 2024-03, Vol.45 (2), p.594-622

2024

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Military sexual trauma-related posttraumatic stress disorder service-connection: Characteristics of claimants and award denial across gender, race, and compared to combat trauma

PloS one, 2024-01, Vol.19 (1), p.e0280708

2024

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Deconvolving breath alcohol concentration from biosensor measured transdermal alcohol level under uncertainty: a Bayesian approach

Mathematical biosciences and engineering : MBE, 2021-08, Vol.18 (5), p.6739-6770

2021

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An abstract parabolic system-based physics-informed long short-term memory network for estimating breath alcohol concentration from transdermal alcohol biosensor data

Neural computing & applications, 2022-11, Vol.34 (21), p.18933-18951

2022

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Part-per-million quantization and current-induced breakdown of the quantum anomalous Hall effect

Physical review. B, 2018-08, Vol.98 (7), p.075145, Article 075145

2018

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Comparing a distributed parameter model-based system identification technique with more conventional methods for inverse problems

Journal of inverse and ill-posed problems, 2019-10, Vol.27 (5), p.703-717

2019

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Computation of nonparametric, mixed effects, maximum likelihood, biosensor data based-estimators for the distributions of random parameters in an abstract parabolic model for the transdermal transport of alcohol

Mathematical biosciences and engineering : MBE, 2023-11, Vol.20 (11), p.20345-20377

2023

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Blood and Breath Alcohol Concentration from Transdermal Alcohol Biosensor Data: Estimation and Uncertainty Quantification via Forward and Inverse Filtering for a Covariate-Dependent, Physics-Informed, Hidden Markov Model

Inverse problems, 2022-05, Vol.38 (5), p.55002

2022

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Obtaining continuous BrAC/BAC estimates in the field: A hybrid system integrating transdermal alcohol biosensor, Intellidrink smartphone app, and BrAC Estimator software tools

Addictive behaviors, 2018-08, Vol.83, p.48-55

2018

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Bayesian model selection for the Drosophila gap gene network

BMC bioinformatics, 2019-06, Vol.20 (1), p.327-327, Article 327

2019

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Estimating BrAC from Transdermal Alcohol Concentration Data Using the BrAC Estimator Software Program

Alcoholism, clinical and experimental research, 2014-08, Vol.38 (8), p.2243-2252

2014

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Adherence to Antiretrovirals and HIV Viral Suppression Under COVID-19 Pandemic Interruption – Findings from a Randomized Clinical Trial Using Ingestible Sensors to Monitor Adherence

AIDS and behavior, 2023-12, Vol.27 (12), p.4041-4051

2023

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Estimating the quantity and time course of alcohol consumption from transdermal alcohol sensor data: A combined laboratory-ambulatory study

Alcohol (Fayetteville, N.Y.), 2019-12, Vol.81, p.111-116

2019

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Applying a novel population-based model approach to estimating breath alcohol concentration (BrAC) from transdermal alcohol concentration (TAC) biosensor data

Alcohol (Fayetteville, N.Y.), 2019-12, Vol.81, p.117-129

2019

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Deconvolving the input to random abstract parabolic systems: a population model-based approach to estimating blood/breath alcohol concentration from transdermal alcohol biosensor data

Inverse problems, 2018-12, Vol.34 (12), p.125006

2018

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Blind deconvolution for distributed parameter systems with unbounded input and output and determining blood alcohol concentration from transdermal biosensor data

Applied mathematics and computation, 2014-03, Vol.231, p.357-376

2014

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The calculated risk of fatal secondary malignancies from intensity-modulated radiation therapy

International journal of radiation oncology, biology, physics, 2005-07, Vol.62 (4), p.1195-1203

2005

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A Closer Look at Depression and Its Relationship to HIV Antiretroviral Adherence

Annals of behavioral medicine, 2011-12, Vol.42 (3), p.352-360

2011

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Screening, Brief Intervention, and Referral to Treatment for Pain Management for Veterans Seeking Service-Connection Payments for Musculoskeletal Disorders: SBIRT-PM Study Protocol

Pain medicine (Malden, Mass.), 2020-12, Vol.21 (Supplement_2), p.S110-S117

2020

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Consideration of substance use in compensation and pension examinations of veterans filing PTSD claims

PloS one, 2019-02, Vol.14 (2), p.e0210938-e0210938

2019

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Low-abundance HIV drug-resistant viral variants in treatment-experienced persons correlate with historical antiretroviral use

PloS one, 2009-06, Vol.4 (6), p.e6079-e6079

2009

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Uncertainty Quantification in Estimating Blood Alcohol Concentration From Transdermal Alcohol Level With Physics-Informed Neural Networks

Tracking and blind deconvolution of blood alcohol concentration from transdermal alcohol biosensor data: A population model-based LQG approach in Hilbert space

Social anxiety and alcohol consumption: The role of social context

Estimating the distribution of random parameters in a diffusion equation forward model for a transdermal alcohol biosensor

A population model‐based linear‐quadratic Gaussian compensator for the control of intravenously infused alcohol studies and withdrawal symptom prophylaxis using transdermal sensing

Military sexual trauma-related posttraumatic stress disorder service-connection: Characteristics of claimants and award denial across gender, race, and compared to combat trauma

Deconvolving breath alcohol concentration from biosensor measured transdermal alcohol level under uncertainty: a Bayesian approach

An abstract parabolic system-based physics-informed long short-term memory network for estimating breath alcohol concentration from transdermal alcohol biosensor data

Part-per-million quantization and current-induced breakdown of the quantum anomalous Hall effect

Comparing a distributed parameter model-based system identification technique with more conventional methods for inverse problems

Computation of nonparametric, mixed effects, maximum likelihood, biosensor data based-estimators for the distributions of random parameters in an abstract parabolic model for the transdermal transport of alcohol

Blood and Breath Alcohol Concentration from Transdermal Alcohol Biosensor Data: Estimation and Uncertainty Quantification via Forward and Inverse Filtering for a Covariate-Dependent, Physics-Informed, Hidden Markov Model

Obtaining continuous BrAC/BAC estimates in the field: A hybrid system integrating transdermal alcohol biosensor, Intellidrink smartphone app, and BrAC Estimator software tools

Bayesian model selection for the Drosophila gap gene network

Estimating BrAC from Transdermal Alcohol Concentration Data Using the BrAC Estimator Software Program

Adherence to Antiretrovirals and HIV Viral Suppression Under COVID-19 Pandemic Interruption – Findings from a Randomized Clinical Trial Using Ingestible Sensors to Monitor Adherence

Estimating the quantity and time course of alcohol consumption from transdermal alcohol sensor data: A combined laboratory-ambulatory study

Applying a novel population-based model approach to estimating breath alcohol concentration (BrAC) from transdermal alcohol concentration (TAC) biosensor data

Deconvolving the input to random abstract parabolic systems: a population model-based approach to estimating blood/breath alcohol concentration from transdermal alcohol biosensor data

Blind deconvolution for distributed parameter systems with unbounded input and output and determining blood alcohol concentration from transdermal biosensor data

The calculated risk of fatal secondary malignancies from intensity-modulated radiation therapy

A Closer Look at Depression and Its Relationship to HIV Antiretroviral Adherence

Screening, Brief Intervention, and Referral to Treatment for Pain Management for Veterans Seeking Service-Connection Payments for Musculoskeletal Disorders: SBIRT-PM Study Protocol

Consideration of substance use in compensation and pension examinations of veterans filing PTSD claims

Low-abundance HIV drug-resistant viral variants in treatment-experienced persons correlate with historical antiretroviral use

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