Search Results - "Rosen, I I"

Uncertainty Quantification in Estimating Blood Alcohol Concentration From Transdermal Alcohol Level With Physics-Informed Neural Networks by Oszkinat, Clemens, Luczak, Susan E., Rosen, I. G.

“…We develop an approach to estimate a blood alcohol signal from a transdermal alcohol signal using physics-informed neural networks (PINNs). Specifically, we…”
Get full text

Tracking and blind deconvolution of blood alcohol concentration from transdermal alcohol biosensor data: A population model-based LQG approach in Hilbert space by Yao, Mengsha, Luczak, Susan E., Rosen, I. Gary

“…LQG control in Hilbert space, a novel approach for random abstract parabolic systems, and new transdermal alcohol biosensor technology are combined to yield…”
Get full text

Social anxiety and alcohol consumption: The role of social context by Caumiant, Eddie P., Fairbairn, Catharine E., Bresin, Konrad, Gary Rosen, I., Luczak, Susan E., Kang, Dahyeon

“…•Study integrated transdermal sensor technology and participant photograph data.•Individuals higher in social anxiety drank more in unfamiliar social…”
Get full text

Estimating the distribution of random parameters in a diffusion equation forward model for a transdermal alcohol biosensor by Sirlanci, Melike, Luczak, Susan E., Fairbairn, Catharine E., Kang, Dahyeon, Pan, Ruoxi, Yu, Xin, Rosen, I. Gary

“…We estimate the distribution of random parameters in a distributed parameter model with unbounded input and output for the transdermal transport of ethanol…”
Get full text

A population model‐based linear‐quadratic Gaussian compensator for the control of intravenously infused alcohol studies and withdrawal symptom prophylaxis using transdermal sensing by Yao, Mengsha, Luczak, Susan E., Saldich, Emily B., Rosen, I. Gary

“…An output feedback linear‐quadratic Gaussian compensator (combined controller and state estimator) for the regulation of intravenous‐infused alcohol studies…”
Get full text

An abstract parabolic system-based physics-informed long short-term memory network for estimating breath alcohol concentration from transdermal alcohol biosensor data by Oszkinat, Clemens, Luczak, Susan E., Rosen, I. Gary

“…The problem of estimating breath alcohol concentration based on transdermal alcohol biosensor data is considered. Transdermal alcohol concentration provides a…”
Get full text

Military sexual trauma-related posttraumatic stress disorder service-connection: Characteristics of claimants and award denial across gender, race, and compared to combat trauma by Webermann, Aliya R, Gianoli, Mayumi O, Rosen, Marc I, Portnoy, Galina A, Runels, Tessa, Black, Anne C

“…The current study characterizes a cohort of veteran claims filed with the Veterans Benefits Administration for posttraumatic stress disorder secondary to…”
Get full text

Estimating BrAC from Transdermal Alcohol Concentration Data Using the BrAC Estimator Software Program by Luczak, Susan E., Rosen, I. Gary

“…Background Transdermal alcohol sensor (TAS) devices have the potential to allow researchers and clinicians to unobtrusively collect naturalistic drinking data…”
Get full text

Estimating the quantity and time course of alcohol consumption from transdermal alcohol sensor data: A combined laboratory-ambulatory study by Fairbairn, Catharine E, Rosen, I. Gary, Luczak, Susan E, Venerable, Walter J

“…AbstractTransdermal alcohol sensors offer enormous promise for the continuous, objective assessment of alcohol use. Although these sensors have been employed…”
Get full text

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 by Asserian, Lernik, Luczak, Susan E., Rosen, I. G.

“…The existence and consistency of a maximum likelihood estimator for the joint probability distribution of random parameters in discrete-time abstract parabolic…”
Get full text

Applying a novel population-based model approach to estimating breath alcohol concentration (BrAC) from transdermal alcohol concentration (TAC) biosensor data by Sirlanci, Melike, Rosen, I. Gary, Wall, Tamara L., Luczak, Susan E.

“…Alcohol biosensor devices have been developed to unobtrusively measure transdermal alcohol concentration (TAC), the amount of ethanol diffusing through the…”
Get full text

Bayesian model selection for the Drosophila gap gene network by Zubair, Asif, Rosen, I Gary, Nuzhdin, Sergey V, Marjoram, Paul

“…The gap gene system controls the early cascade of the segmentation pathway in Drosophila melanogaster as well as other insects. Owing to its tractability and…”
Get full text

Deconvolving breath alcohol concentration from biosensor measured transdermal alcohol level under uncertainty: a Bayesian approach by Hawekotte, Keenan, Luczak, Susan E, Rosen, I G

“…The posterior distribution (PD) of random parameters in a distributed parameter-based population model for biosensor measured transdermal alcohol is estimated…”
Get full text

Obtaining continuous BrAC/BAC estimates in the field: A hybrid system integrating transdermal alcohol biosensor, Intellidrink smartphone app, and BrAC Estimator software tools by Luczak, Susan E., Hawkins, Ashley L., Dai, Zheng, Wichmann, Raphael, Wang, Chunming, Rosen, I.Gary

“…Biosensors have been developed to measure transdermal alcohol concentration (TAC), but converting TAC into interpretable indices of blood/breath alcohol…”
Get full text

Adherence to Antiretrovirals and HIV Viral Suppression Under COVID-19 Pandemic Interruption – Findings from a Randomized Clinical Trial Using Ingestible Sensors to Monitor Adherence by Wang, Yan, Daar, Eric S., Huang, Yilan, Xiong, Di, Shen, Jie, Zhou, Linyu, Siqueiros, Lisa, Guerrero, Mario, Rosen, Marc I., Liu, Honghu

“…The COVID-19 pandemic had a significant impact on vulnerable populations, including people living with HIV. California implemented a coronavirus lockdown…”
Get full text

Blind deconvolution for distributed parameter systems with unbounded input and output and determining blood alcohol concentration from transdermal biosensor data by Rosen, I.G., Luczak, Susan E., Weiss, Jordan

“…We develop a blind deconvolution scheme for input–output systems described by distributed parameter systems with boundary input and output. An abstract…”
Get full text

Effects of stomach content on the breath alcohol concentration‐transdermal alcohol concentration relationship by Saldich, Emily B., Wang, Chunming, Rosen, I. Gary, Bartroff, Jay, Luczak, Susan E.

“…Introduction Wearable devices that obtain transdermal alcohol concentration (TAC) could become valuable research tools for monitoring alcohol consumption…”
Get full text

Development of a real-time repeated-measures assessment protocol to capture change over the course of a drinking episode by Luczak, Susan E, Rosen, I Gary, Wall, Tamara L

“…We report on the development of a real-time assessment protocol that allows researchers to assess change in BrAC, alcohol responses, behaviors, and contexts…”
Get full text

A Closer Look at Depression and Its Relationship to HIV Antiretroviral Adherence by Wagner, Glenn J., Goggin, Kathy, Remien, Robert H., Rosen, Marc I., Simoni, Jane, Bangsberg, David R., Liu, Honghu

“…Background Depression consistently predicts nonadherence to human immunodeficiency virus antiretroviral therapy, but which aspects of depression are most…”
Get full text

Prevalence of Carpal Tunnel Syndrome in a General Population by Atroshi, Isam, Gummesson, Christina, Johnsson, Ragnar, Ornstein, Ewald, Ranstam, Jonas, Rosén, Ingmar

“…CONTEXT Carpal tunnel syndrome (CTS) is a cause of pain, numbness, and tingling in the hands and is an important cause of work disability. Although high…”
Get full text