9,035 results on '"Banta, A."'
Search Results
2. Performing region-specific tasks does not improve lower extremity patient-reported outcome scores
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Korth, Moritz J. Sharabianlou, Banta, Wade A., Arora, Prerna, Kamal, Robin N., and Amanatullah, Derek F.
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- 2024
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3. Examining the Association of Student Mental Health and Food Security with College GPA
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Connie Marmolejo, Jim E. Banta, Gina Siapco, and Monita Baba Djara
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Background: Low food security and poor mental health are a persistent concern for college students. Objective: Examine how food security and mental health are associated with college student's grade point average (GPA). Methods: American College Health Association (ACHA)-National College Health Assessment III survey data Spring 2020 of students from 75 US universities (n = 48,103) were utilized to examine relationships among mental health, food security and academic performance (GPA). Results: The majority of the population self-reported high food security (58.3%) and moderate psychological distress (50.8%). Very low food security ([beta] = -0.523, OR = 0.59, p < 0.001) and moderate psychological distress ([beta] = -0.19, OR = 0.83, p < 0.001) were inversely associated with high GPA. Reduced food security was associated with worse mental health measures. Conclusions: Food security and mental health are negatively associated with GPA. To improve student success, universities must enhance services that address food insecurity and mental health.
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- 2024
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4. Staging Comedy’s Ends: Minstrel Embodiment in Branden Jacobs-Jenkins’s Neighbors
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Banta, Emily
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- 2024
5. Implementing Learning Principles with a Personal AI Tutor: A Case Study
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Baillifard, Ambroise, Gabella, Maxime, Lavenex, Pamela Banta, and Martarelli, Corinna S.
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Computer Science - Computers and Society ,Computer Science - Artificial Intelligence ,Computer Science - Human-Computer Interaction ,Computer Science - Machine Learning - Abstract
Effective learning strategies based on principles like personalization, retrieval practice, and spaced repetition are often challenging to implement due to practical constraints. Here we explore the integration of AI tutors to complement learning programs in accordance with learning sciences. A semester-long study was conducted at UniDistance Suisse, where an AI tutor app was provided to psychology students taking a neuroscience course (N=51). After automatically generating microlearning questions from existing course materials using GPT-3, the AI tutor developed a dynamic neural-network model of each student's grasp of key concepts. This enabled the implementation of distributed retrieval practice, personalized to each student's individual level and abilities. The results indicate that students who actively engaged with the AI tutor achieved significantly higher grades. Moreover, active engagement led to an average improvement of up to 15 percentile points compared to a parallel course without AI tutor. Additionally, the grasp strongly correlated with the exam grade, thus validating the relevance of neural-network predictions. This research demonstrates the ability of personal AI tutors to model human learning processes and effectively enhance academic performance. By integrating AI tutors into their programs, educators can offer students personalized learning experiences grounded in the principles of learning sciences, thereby addressing the challenges associated with implementing effective learning strategies. These findings contribute to the growing body of knowledge on the transformative potential of AI in education., Comment: 17 pages, 7 figures
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- 2023
6. Structures of Neural Network Effective Theories
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Banta, Ian, Cai, Tianji, Craig, Nathaniel, and Zhang, Zhengkang
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High Energy Physics - Theory ,Condensed Matter - Disordered Systems and Neural Networks ,Computer Science - Machine Learning ,High Energy Physics - Phenomenology ,Statistics - Machine Learning - Abstract
We develop a diagrammatic approach to effective field theories (EFTs) corresponding to deep neural networks at initialization, which dramatically simplifies computations of finite-width corrections to neuron statistics. The structures of EFT calculations make it transparent that a single condition governs criticality of all connected correlators of neuron preactivations. Understanding of such EFTs may facilitate progress in both deep learning and field theory simulations., Comment: 7+13 pages, 5 figures
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- 2023
7. Effective Field Theory of the Two Higgs Doublet Model
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Banta, Ian, Cohen, Timothy, Craig, Nathaniel, Lu, Xiaochuan, and Sutherland, Dave
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High Energy Physics - Phenomenology - Abstract
We revisit the effective field theory of the two Higgs doublet model at tree level. The introduction of a novel basis in the UV theory allows us to derive matching coefficients in the effective description that resum important contributions from the Higgs vacuum expectation value. The new basis typically provides a significantly better approximation of the full theory prediction than the traditional approach that utilizes the Higgs basis, particularly for alignment away from the decoupling limit., Comment: 39 pages, 10 figures
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- 2023
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8. Community-Based Medications First for Opioid Use Disorder - Care Utilization and Mortality Outcomes
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Banta-Green CJ, Owens MD, Williams JR, Floyd AS, Williams-Gilbert W, and Kingston S
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opioid use disorder ,medications for opioid use disorder ,multi-site study ,low-barrier care ,harm reduction ,Public aspects of medicine ,RA1-1270 - Abstract
Caleb J Banta-Green,1– 3 Mandy D Owens,1,4 Jason R Williams,1 Anthony S Floyd,1 Wendy Williams-Gilbert,1 Susan Kingston1 1Addictions, Drug & Alcohol Institute, Department of Psychiatry and Behavioral Sciences, School of Medicine, University of Washington Seattle, Seattle, WA, USA; 2Department of Health Systems and Population Health, School of Public Health, University of Washington Seattle, Seattle, WA, USA; 3Department of Epidemiology, School of Public Health, University of Washington Seattle, Seattle, WA, USA; 4Department of Psychology, University of Washington, Seattle, WA, USACorrespondence: Caleb J Banta-Green, Addictions, Drug & Alcohol Institute, Department of Psychiatry and Behavioral Sciences, School of Medicine, University of Washington, NE Pacific St Box 356560, Seattle, WA, 98195, USA, Email calebbg@uw.eduPurpose: A large treatment gap exists for people who could benefit from medications for opioid use disorder (MOUD). People OUD accessing services in harm reduction and community-based organizations often have difficulty engaging in MOUD at opioid treatment programs and traditional health care settings. We conducted a study to test the impacts of a community-based medications first model of care in six Washington (WA) State communities that provided drop-in MOUD access.Participants and Methods: Participants included people newly prescribed MOUD. Settings included harm reduction and homeless services programs. A prospective cohort analysis tested the impacts of the intervention on MOUD and care utilization. Intervention impacts on mortality were tested via a synthetic comparison group analysis matching on demographics, MOUD history, and geography using WA State agency administrative data.Results: 825 people were enrolled in the study of whom 813 were matched to state records for care utilization and outcomes. Cohort analyses indicated significant increases for days’ supply of buprenorphine, months with any MOUD, and months with any buprenorphine for people previously on buprenorphine (all results p< 0.05). Months with an emergency department overdose did not change. Months with an inpatient hospital stay increased (p< 0.05). The annual death rate in the first year for the intervention group was 0.45% (3 out of 664) versus 2.2% (222 out of 9893) in the comparison group in the 12 months; a relative risk of 0.323 (95% CI 0.11– 0.94).Conclusion: Findings indicated a significant increase in MOUD for the intervention group and a lower mortality rate relative to the comparison group. The COVID-19 epidemic and rapid increase in non-pharmaceutical-fentanyl may have lessened the intervention impact as measured in the cohort analysis. Study findings support expanding access to a third model of low barrier MOUD care alongside opioid treatment programs and traditional health care settings.Keywords: opioid use disorder, medications for opioid use disorder, multi-site study, low-barrier care, harm reduction
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- 2024
9. Overexpression of a Designed Mutant Oxyanion Binding Protein ModA/WtpA in Acidithiobacillus ferrooxidans for the Low pH Recovery of Molybdenum and Rhenium
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Heejung Jung, Virginia Jiang, Zihang Su, Yuta Inaba, Farid F. Khoury, and Scott Banta
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Chemistry ,QD1-999 - Published
- 2024
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10. Performing region-specific tasks does not improve lower extremity patient-reported outcome scores
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Moritz J. Sharabianlou Korth, Wade A. Banta, Prerna Arora, Robin N. Kamal, and Derek F. Amanatullah
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THA ,TKA ,PROM ,Orthopedic surgery ,RD701-811 - Abstract
Abstract Background Patient-reported outcome measures quantify outcomes from patients’ perspective with validated instruments. QuickDASH (Quick Disability of Arm, Shoulder and Hand, an upper extremity PROM) scores improve after completing instrument tasks, suggesting patient-reported outcome results can be modified. We hypothesized that performing lower extremity tasks on the knee injury and osteoarthritis outcome score for joint reconstruction (KOOS-JR) and hip disability and osteoarthritis outcome score for joint reconstruction (HOOS-JR) instruments would similarly improve the scores. Methods Forty seven hip and 62 knee osteoarthritis patients presenting to a suburban academic center outpatient osteoarthritis and joint replacement clinic were enrolled and randomized to an intervention or a control group. Inclusion criteria were age over 18 years and English competency. Patients completed a HOOS-JR or KOOS-JR instrument, completed tasks similar to those of the instrument (intervention) or the QuickDASH (control), and then repeated instruments again. Paired and unpaired t-tests were used to compare the intervention and control group scores before and after tasks. Results There was no significant difference in total or individual scores after task completion compared to baseline in either the HOOS-JR or the KOOS-JR groups. There was no significant difference in the scores between the intervention or control groups. Conclusions Disability may be less modifiable in the lower extremity than in the upper extremity, perhaps because upper extremity activities are more easily compensated by the contralateral limb, or because lower extremity activities are more frequent. Thorough evaluation of factors influencing patient-reported outcome measures is necessary before their extensive application to quality control and reimbursement models.
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- 2024
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11. Machine and Deep Learning Models for the Prediction of Performance and Speed Regulation Parameters of a Turbojet Engine Using Electric Power Transfer
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Njionou Sadjang, Patrick, Issondj Banta, Nelson, Jr, Akan, Ozgur, Editorial Board Member, Bellavista, Paolo, Editorial Board Member, Cao, Jiannong, Editorial Board Member, Coulson, Geoffrey, Editorial Board Member, Dressler, Falko, Editorial Board Member, Ferrari, Domenico, Editorial Board Member, Gerla, Mario, Editorial Board Member, Kobayashi, Hisashi, Editorial Board Member, Palazzo, Sergio, Editorial Board Member, Sahni, Sartaj, Editorial Board Member, Shen, Xuemin, Editorial Board Member, Stan, Mircea, Editorial Board Member, Jia, Xiaohua, Editorial Board Member, Zomaya, Albert Y., Editorial Board Member, Tchakounte, Franklin, editor, Atemkeng, Marcellin, editor, and Rajagopalan, Rajeswari Pillai, editor
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- 2024
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12. BALANGAY: Navigating Innovation Through Design Thinking Approach for a Boat Reservation and Booking System
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Banta, Jules Vincent C., Maaño, Roselyn A., Quinsanos, Mikaela S., Oriola, Mico Jhosua A., Paderez, Osias Robert O., Sinag, John Rover R., Hernandez, Donabell S., Salas, Leah T., Binh, Nguyen Duc, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Nghia, Phung Trung, editor, Thai, Vu Duc, editor, Thuy, Nguyen Thanh, editor, Son, Le Hoang, editor, and Huynh, Van-Nam, editor
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- 2024
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13. A rare case of porphyria cutanea tarda in a patient with a homozygous hereditary hemochromatosis gene H63D mutation in the setting of hereditary hemochromatosis
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Jonathan Banta, MD, Joshua Collins, DO, and Todd Kobayashi, MD
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hereditary hemochromatosis ,liver ,porphyria cutanea tarda ,skin ,Dermatology ,RL1-803 - Published
- 2024
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14. Anti-TIGIT antibody improves PD-L1 blockade through myeloid and Treg cells
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Guan, Xiangnan, Hu, Ruozhen, Choi, Yoonha, Srivats, Shyam, Nabet, Barzin Y., Silva, John, McGinnis, Lisa, Hendricks, Robert, Nutsch, Katherine, Banta, Karl L., Duong, Ellen, Dunkle, Alexis, Chang, Patrick S., Han, Chia-Jung, Mittman, Stephanie, Molden, Nandini, Daggumati, Pallavi, Connolly, Wendy, Johnson, Melissa, Abreu, Delvys Rodriguez, Cho, Byoung Chul, Italiano, Antoine, Gil-Bazo, Ignacio, Felip, Enriqueta, Mellman, Ira, Mariathasan, Sanjeev, Shames, David S., Meng, Raymond, Chiang, Eugene Y., Johnston, Robert J., and Patil, Namrata S.
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- 2024
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15. Abstract 4140514: Virtual Versus Center-Based Cardiac Rehabilitation: A Comparison of Outcomes and Cost
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Shah, Neil, Banta, Conor, Berger, Andrea, Hattenberger, Andrea, Zimmerman, Alex, Martin, Bryan, Wu, Edward, Majumdar, Usnish, Kirchner, H Lester, and Matsumura, Martin
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- 2024
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16. e-G2C: A 0.14-to-8.31 $\mu$J/Inference NN-based Processor with Continuous On-chip Adaptation for Anomaly Detection and ECG Conversion from EGM
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Zhao, Yang, Zhang, Yongan, Fu, Yonggan, Ouyang, Xu, Wan, Cheng, Wu, Shang, Banta, Anton, John, Mathews M., Post, Allison, Razavi, Mehdi, Cavallaro, Joseph, Aazhang, Behnaam, and Lin, Yingyan
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Electrical Engineering and Systems Science - Signal Processing ,Computer Science - Hardware Architecture - Abstract
This work presents the first silicon-validated dedicated EGM-to-ECG (G2C) processor, dubbed e-G2C, featuring continuous lightweight anomaly detection, event-driven coarse/precise conversion, and on-chip adaptation. e-G2C utilizes neural network (NN) based G2C conversion and integrates 1) an architecture supporting anomaly detection and coarse/precise conversion via time multiplexing to balance the effectiveness and power, 2) an algorithm-hardware co-designed vector-wise sparsity resulting in a 1.6-1.7$\times$ speedup, 3) hybrid dataflows for enhancing near 100% utilization for normal/depth-wise(DW)/point-wise(PW) convolutions (Convs), and 4) an on-chip detection threshold adaptation engine for continuous effectiveness. The achieved 0.14-8.31 $\mu$J/inference energy efficiency outperforms prior arts under similar complexity, promising real-time detection/conversion and possibly life-critical interventions, Comment: Accepted by 2022 IEEE Symposium on VLSI Technology and Circuits (VLSI Technology and Circuits)
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- 2022
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17. “That Line Just Kept Moving”: Motivations and Experiences of People Who Use Methamphetamine
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Fockele, Callan Elswick, Morse, Sophie C., van Draanen, Jenna, Leyde, Sarah, Banta-Green, Caleb, Huynh, Ly Ngoc, Zatzick, Alina, and Whiteside, Lauren K.
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Social Emergency Medicine ,Addiction Medicine ,Methamphetamine ,Emergency Medicine - Abstract
Introduction: Methamphetamine use is on the rise with increasing emergency department (ED) visits, behavioral health crises, and deaths associated with use and overdose. Emergency clinicians describe methamphetamine use as a significant problem with high resource utilization and violence against staff, but little is known about the patient’s perspective. In this study our objective was to identify the motivations for initiation and continued methamphetamine use among people who use methamphetamine and their experiences in the ED to guide future ED-based approaches. Methods: This was a qualitative study of adults residing in the state of Washington in 2020, who used methamphetamine in the prior 30 days, met criteria for moderate- to high-risk use, reported recently receiving care in the ED, and had phone access. Twenty individuals were recruited to complete a brief survey and semi-structured interview, which was recorded and transcribed prior to being coded. Modified grounded theory guided the analysis, and the interview guide and codebook were iteratively refined. Three investigators coded the interviews until consensus was reached. Data was collected until thematic saturation. Results: Participants described a shifting line that separates the positive attributes from the negative consequences of using methamphetamine. Many initially used methamphetamine to enhance social interactions, combat boredom, and escape difficult circumstances by numbing the senses. However, continued use regularly led to isolation, ED visits for the medical and psychological sequelae of methamphetamine use, and engagement in increasingly risky behaviors. Because of their overwhelmingly frustrating experiences in the past, interviewees anticipated difficult interactions with healthcare clinicians, leading to combativeness in the ED, avoidance of the ED at all costs, and downstream medical complications. Participants desired a non-judgmental conversation and linkage to outpatient social resources and addiction treatment. Conclusion: Methamphetamine use can lead patients to seek care in the ED, where they often feel stigmatized and are provided little assistance. Emergency clinicians should acknowledge addiction as a chronic condition, address acute medical and psychiatric symptoms adequately, and provide positive connections to addiction and medical resources. Future work should incorporate the perspectives of people who use methamphetamine into ED-based programs and interventions.
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- 2023
18. BALANGAY: Navigating Innovation Through Design Thinking Approach for a Boat Reservation and Booking System
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Banta, Jules Vincent C., primary, Maaño, Roselyn A., additional, Quinsanos, Mikaela S., additional, Oriola, Mico Jhosua A., additional, Paderez, Osias Robert O., additional, Sinag, John Rover R., additional, Hernandez, Donabell S., additional, Salas, Leah T., additional, and Binh, Nguyen Duc, additional
- Published
- 2024
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19. Author Correction: Anti-TIGIT antibody improves PD-L1 blockade through myeloid and Treg cells
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Guan, Xiangnan, Hu, Ruozhen, Choi, Yoonha, Srivats, Shyam, Nabet, Barzin Y., Silva, John, McGinnis, Lisa, Hendricks, Robert, Nutsch, Katherine, Banta, Karl L., Duong, Ellen, Dunkle, Alexis, Chang, Patrick S., Han, Chia-Jung, Mittman, Stephanie, Molden, Nandini, Daggumati, Pallavi, Connolly, Wendy, Johnson, Melissa, Abreu, Delvys Rodriguez, Cho, Byoung Chul, Italiano, Antoine, Gil-Bazo, Ignacio, Felip, Enriqueta, Mellman, Ira, Mariathasan, Sanjeev, Shames, David S., Meng, Raymond, Chiang, Eugene Y., Johnston, Robert J., and Patil, Namrata S.
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- 2024
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20. The promise of CRISPR-associated transposons for bacterial functional genomics
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Banta, Amy B, Cuellar, Rodrigo A, Nadig, Nischala, Davis, Bryce C, and Peters, Jason M
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- 2025
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21. An Environmental Equity Assessment Using a Social Vulnerability Index during the SARS-CoV-2 Pandemic for Siting of Wastewater-Based Epidemiology Locations in the United States
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Jessica R. Mosher, Jim E. Banta, Rhonda Spencer-Hwang, Colleen C. Naughton, Krystin F. Kadonsky, Thomas Hile, and Ryan G. Sinclair
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wastewater surveillance ,CDC Social Vulnerability Index ,geospatial analysis ,GIS ,COVID-19 ,early detection ,Geography (General) ,G1-922 - Abstract
Research has shown that there has consistently been a lack of equity and accessibility to SARS-CoV-2 testing in underserved and disadvantaged areas in the United States. This study examines the distribution of Wastewater-Based Epidemiology (WBE) testing placement across the United States (US), particularly within the context of underserved communities, and explores an environmental equity approach to address the impact of WBE on future pandemics. The methods combined the Centers for Disease Control Social Vulnerability Index (CDC-SVI) data set at the county level in a geospatial analysis utilizing ArcGIS and multilinear regression analysis as independent variables to investigate disparities in WBE coverage in the US. The findings show that disparities exist between counties in the use of WBE nationwide. The results show that WBE is distributed inequitably on national and state levels. Considering the nationwide adoption of WBE and funding availability through the CDC National Wastewater Surveillance System, these findings underscore the importance of equitable WBE coverage for effective COVID-19 monitoring. These findings offer data to support that a focus on expanding WBE coverage to underserved communities ensures a proactive and inclusive strategy against future pandemics.
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- 2024
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22. Profiling the molecular destruction rates of temperature and humidity as well as the turbulent kinetic energy dissipation in the convective boundary layer
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V. Wulfmeyer, C. Senff, F. Späth, A. Behrendt, D. Lange, R. M. Banta, W. A. Brewer, A. Wieser, and D. D. Turner
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Environmental engineering ,TA170-171 ,Earthwork. Foundations ,TA715-787 - Abstract
A simultaneous deployment of Doppler, temperature, and water-vapor lidars is able to provide profiles of molecular destruction rates and turbulent kinetic energy (TKE) dissipation in the convective boundary layer (CBL). Horizontal wind profiles and profiles of vertical wind, temperature, and moisture fluctuations are combined, and transversal temporal autocovariance functions (ACFs) are determined for deriving the dissipation and molecular destruction rates. These are fundamental loss terms in the TKE as well as the potential temperature and mixing ratio variance equations. These ACFs are fitted to their theoretical shapes and coefficients in the inertial subrange. Error bars are estimated by a propagation of noise errors. Sophisticated analyses of the ACFs are performed in order to choose the correct range of lags of the fits for fitting their theoretical shapes in the inertial subrange as well as for minimizing systematic errors due to temporal and spatial averaging and micro- and mesoscale circulations. We demonstrate that we achieve very consistent results of the derived profiles of turbulent variables regardless of whether 1 or 10 s time resolutions are used. We also show that the temporal and spatial length scales of the fluctuations in vertical wind, moisture, and potential temperature are similar with a spatial integral scale of ≈160 m at least in the mixed layer (ML). The profiles of the molecular destruction rates show a maximum in the interfacial layer (IL) and reach values of ϵm≃7×10-4 g2 kg−2 s−1 for mixing ratio and ϵθ≃1.6×10-3 K2 s−1 for potential temperature. In contrast, the maximum of the TKE dissipation is reached in the ML and amounts to ≃10-2 m2 s−3. We also demonstrate that the vertical wind ACF coefficient kw∝w′2‾ and the TKE dissipation ϵ∝w′2‾3/2. For the molecular destruction rates, we show that ϵm∝m′2‾w′2‾1/2 and ϵθ∝θ′2‾w′2‾1/2. These equations can be used for parameterizations of ϵ, ϵm, and ϵθ. All noise error bars are derived by error propagation and are small enough to compare the results with previous observations and large-eddy simulations. The results agree well with previous observations but show more detailed structures in the IL. Consequently, the synergy resulting from this new combination of active remote sensors enables the profiling of turbulent variables such as integral scales, variances, TKE dissipation, and the molecular destruction rates as well as deriving relationships between them. The results can be used for the parameterization of turbulent variables, TKE budget analyses, and the verification of large-eddy simulations.
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- 2024
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23. Structured spine fellowship programs in India: Current trends and perceptions
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Saumyajit Basu, Aditya Banta, and Kushal Gohil
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india ,spine fellowship ,spine surgeons ,spine surgery training quality ,structured spine fellowship programs ,Orthopedic surgery ,RD701-811 - Abstract
Introduction: The present study aimed to assess the quality of training provided during Structured Spine Fellowships (SSF) and explore the expectations of candidates. The study sought to investigate the utility of SSFs and emphasized the importance of evaluating the fellowship center’s curriculum as well as trainees’ surgical and theoretical competency. Materials and Methods: A retrospective descriptive study was conducted on 100 spine surgeons, 66 from Fellow of the National Board and 34 from the Association of Spine Surgeons of India, using a questionnaire. The survey had three parts, assessing pre-fellowship demographics, feedback on the fellowship conducted, and post-fellowship settlement. Results: The hands-on experience was the most important factor affecting the choice of center, and the average work time was 14 h per day. Nearly 50% of fellows were doing independent cervical dorsal and lumbar surgeries by the end of the fellowship. Academics were mainly in the form of regular case presentations for 55% of fellows, and the average number of publications done was 1.6. Most fellows settled near their native city, practiced exclusive spine surgery, and did a mean of 2.6 additional fellowships. Conclusion: This study provides a comprehensive overview of the structured spine fellowship programs in India. The findings highlight the need for standardization and quality control measures in these programs to ensure that they provide a comprehensive and uniform education to the fellows. The study also underscores the importance of ongoing evaluation and assessment to improve the effectiveness of these programs in producing skilled and competent spine surgeons.
- Published
- 2024
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24. A Strongly First-Order Electroweak Phase Transition from Loryons
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Banta, Ian
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High Energy Physics - Phenomenology - Abstract
We study the effect of BSM particles receiving most of their mass from their coupling to the Higgs boson ("Loryons") on the electroweak phase transition. The existence of BSM Loryons would imply that electroweak symmetry must be non-linearly realized in the effective theory of the Standard Model. Since, by definition, Loryons have a significant coupling to the Higgs, they are expected to have a significant effect on the Higgs effective potential and thereby the electroweak phase transition. We show that the BSM Loryon parameter space viable under current experimental and theoretical constraints overlaps heavily with the parameter space in which a strongly first-order phase transition is predicted. The portion of the experimentally allowed parameter space which gives a strongly first-order phase transition is significantly larger for Loryons as compared to non-Loryons., Comment: 21 pages, 2 figures. Matches published version. Updates to sections 2 and 3.2 and miscellaneous minor changes relative to v1
- Published
- 2022
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25. Users’ Experiences with Web-Based Mental Health App During COVID-19
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Koushkaki, Sara Rahmanian, Banta, Jim E., Heilemann, MarySue V., Grohar, Albin H., Chung, Kyusuk, and Wells, Kenneth
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- 2023
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26. Assessment of Kidney Function Discrepancies in Pediatric CAKUT Patients Using Bedside Schwartz Equation and Renal Scintigraphy
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Ruxandra Maria Steflea, Geethiikha Jammula, Akhila Kanka, Caius Glad Streian, Felix Bratosin, Avram Cecilia Roberta, Monica Susan, Octavia Oana Harich, Casiana Boru, Sonia Tanasescu, Dan-Mihai Cristescu, Andreea-Mihaela Banta, Gabriela Doros, and Bogdan Feciche
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pediatric nephrology ,chronic kidney disease ,kidney imaging ,kidney function assessment ,renal scintigraphy ,Medicine - Abstract
Background and Objectives: This research explores the correlation between estimated glomerular filtration rates (eGFR) obtained using the bedside Schwartz equation, and renal scintigraphy in children with congenital kidney and urinary tract abnormalities (CAKUT). The objective is to enhance understanding and management of renal health in this demographic by analyzing kidney size-function relationships. Methods: A retrospective observational analysis was performed on 94 pediatric CAKUT patients at the “Louis Turcanu” Emergency Hospital for Children, Timisoara. Kidney function data, extracted from medical records, were evaluated using the Schwartz equation, renal scintigraphy, and the gold standard iohexol clearance. Ethical approval was secured for the study, which employed descriptive and inferential statistical methods, including t-tests and correlation coefficients, to compare eGFR values. Results: Significant variances were found in eGFRs across different body surface area (BSA) percentiles. For instance, the eGFR for the right kidney in the 25th–50th BSA percentile (102.02 ± 41.52 mL/min/BSA) was notably higher than that of the left (35.60 ± 26.05 mL/min/BSA; p = 0.01). The overall sample reflected a higher eGFR in the right kidney (76.03 ± 40.91 mL/min/BSA) compared to the left (57.46 ± 35.91 mL/min/BSA; p = 0.02). Additionally, a strong positive Pearson correlation (r = 0.80, p = 0.02) was found between scintigraphy and ultrasound measures in the 50th–75th percentiles for left renal percentiles, demonstrating consistent patterns across different evaluations of kidney function. Conclusions: This comparison indicates a complex relationship between eGFR values and kidney size, suggesting potential inaccuracies in standard bedside eGFR measurements for pediatric CAKUT patients. The findings underscore the necessity for accurate diagnostic tools specifically designed for pediatric applications and advocate for the integration of multiple diagnostic techniques to improve clinical management.
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- 2024
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27. A Remote, Hands-On, and Low Cost Sourdough Lab for First-Year Chemical Engineering Students
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Virginia Jiang, Matthew Lucia, Scott Banta, and Christopher V. H.-H. Chen
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We developed a remote lab experience where freshmen grew and analyzed the activity of sourdough starters as a means of engaging with chemical engineering concepts. This six-week hands-on activity was targeted due to its low-cost, non-hazardous materials, and ability to be conducted safely in a non-laboratory setting. By designing the lab to be guided inquiry, we embraced the inherent variability students would encounter running these experiments remotely to create a motivating learning experience.
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- 2023
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28. Case-Based Learning in Material & Energy Balances to Help Students Practice the Transferability of Chemical Engineering Problem Solving
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Christopher V. H.-H. Chen and Scott Banta
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As more chemical engineering students enter careers beyond the field, students need more guidance in applying their problem solving skills to a challenges beyond the plant or refinery. Since Fall 2019, we have implemented case-based learning across our Material and Energy Balances course to help students practice chemical engineering thinking as a transferable and useful skill beyond typical process calculation examples. We share our approach and examples so other instructors may try teaching with cases.
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- 2023
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29. RT-RCG: Neural Network and Accelerator Search Towards Effective and Real-time ECG Reconstruction from Intracardiac Electrograms
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Zhang, Yongan, Banta, Anton, Fu, Yonggan, John, Mathews M., Post, Allison, Razavi, Mehdi, Cavallaro, Joseph, Aazhang, Behnaam, and Lin, Yingyan
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Computer Science - Hardware Architecture ,Computer Science - Machine Learning - Abstract
There exists a gap in terms of the signals provided by pacemakers (i.e., intracardiac electrogram (EGM)) and the signals doctors use (i.e., 12-lead electrocardiogram (ECG)) to diagnose abnormal rhythms. Therefore, the former, even if remotely transmitted, are not sufficient for doctors to provide a precise diagnosis, let alone make a timely intervention. To close this gap and make a heuristic step towards real-time critical intervention in instant response to irregular and infrequent ventricular rhythms, we propose a new framework dubbed RT-RCG to automatically search for (1) efficient Deep Neural Network (DNN) structures and then (2)corresponding accelerators, to enable Real-Time and high-quality Reconstruction of ECG signals from EGM signals. Specifically, RT-RCG proposes a new DNN search space tailored for ECG reconstruction from EGM signals, and incorporates a differentiable acceleration search (DAS) engine to efficiently navigate over the large and discrete accelerator design space to generate optimized accelerators. Extensive experiments and ablation studies under various settings consistently validate the effectiveness of our RT-RCG. To the best of our knowledge, RT-RCG is the first to leverage neural architecture search (NAS) to simultaneously tackle both reconstruction efficacy and efficiency., Comment: JETC Special issue on Hardware-Aware Learning for Medical Applications (Waiting assignment to batch)
- Published
- 2021
30. Non-Decoupling New Particles
- Author
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Banta, Ian, Cohen, Timothy, Craig, Nathaniel, Lu, Xiaochuan, and Sutherland, Dave
- Subjects
High Energy Physics - Phenomenology - Abstract
We initiate the study of a new class of beyond the Standard Model states that we call "Loryons." They have the defining characteristic of being non-decoupling, in the sense that their physical mass is dominated by a contribution from the vacuum expectation value of the Higgs boson. The stakes are high: the discovery of a Loryon would tell us that electroweak symmetry must be non-linearly realized in the effective field theory of the Standard Model. Loryons have their masses bounded from above by perturbative unitarity considerations and thus define a finite parameter space for exploration. After providing a complete catalog of Loryon representations under mild assumptions, we turn to examining the constraints on the parameter space from Higgs couplings measurements, precision electroweak tests, and direct collider searches. We show that most fermionic candidates are already ruled out (with some notable exceptions), while much of the scalar Loryon parameter space is still wide open for discovery., Comment: 55 pages, 11 figures, 13 tables
- Published
- 2021
- Full Text
- View/download PDF
31. CRISPR/dCas12a knock-down of Acidithiobacillus ferrooxidans electron transport chain bc1 complexes enables enhanced metal sulfide bioleaching
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Jung, Heejung, Inaba, Yuta, and Banta, Scott
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- 2024
- Full Text
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32. Beyond fentanyl test strips: investigating other urine drug test strips for drug checking applications
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Sisco, Edward, Appley, Meghan G., Pyfrom, Elise M., Banta-Green, Caleb J., Shover, Chelsea L., Molina, Caitlin A., Biamont, Ben, and Robinson, Elizabeth L.
- Published
- 2024
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33. Branching Path Simulation for Pediatric Nurse Practitioner Students to Promote Critical Thinking: A Quasi-Experimental Study
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Banta-Wright, Sandra A., Wright, Brian M., Taha, Asma A., and Miehl, Nickolaus
- Published
- 2024
- Full Text
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34. Do citizens value climate change mitigation over biodiversity protection? Exploring citizen support for salt marsh management
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Gaspers, Anne, Banta, Gary, Veylit, Lara, Vehmaa, Anu, Lanari, Marianna, Quintana, Cintia O., Jensen, Kai, Boström, Christoffer, Eklöf, Johan S., Krause-Jensen, Dorte, Leiva-Dueñas, Carmen, and Tiller, Rachel
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- 2024
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35. A Heat Emergency: Urban Heat Exposure and Access to Refuge in Richmond, VA
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Peter Braun, Todd Lookingbill, Beth Zizzamia, Jeremy Hoffman, Jessica Rosner, and Daisy Banta
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urban heat island ,heat‐related health emergencies ,built refuge ,heat vulnerability ,community planning ,Environmental protection ,TD169-171.8 - Abstract
Abstract The urban heat island effect exacerbates independent climate change‐induced shifts toward longer, stronger, and more frequent heat extremes. Environmental inequity, driven by a history of racially motivated urban planning policies, has led particular demographics to bear the worst impacts of urban heat exposure and thus also climate change. These impacts cause adverse health outcomes in the form of heat emergencies. Through a novel demographic and spatial analysis of heat‐related illness Emergency Medical Services data from Richmond, Virginia, this study investigates the relationships between heat health emergencies and intra‐urban heat islands quantified through three heat exposure metrics. We also evaluate the accessibility of built refuge from urban heat in the form of public transit infrastructure, libraries, and government cooling centers in relation to these emergencies. We found that heat emergencies are inequitably distributed among racial, age, and socioeconomic groups in Richmond, particularly among residents identified as Male, Black or African American, 50+ years old, and experiencing mental health, intoxication, and/or homelessness. We found significant associations between the location of these heat emergencies and urban heat islands as estimated from remotely‐sensed surface and community science‐derived air temperature metrics, but not a co‐estimated heat index. We also found that available refuge facilities are insufficiently located to protect individuals with reduced mobility across areas with the highest number of heat‐related health emergencies. Community involvement in the mitigation and management of extreme heat threats, especially for those disproportionately impacted, is necessary to decrease the number of summertime heat illnesses.
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- 2024
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36. Well-designed manufacturing work improves some cognitive abilities in individuals with cognitive impairments
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Pamela Banta Lavenex, Marie-Laure Blandin, Caroline Gaborieau, and Pierre Lavenex
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well-designed work ,cognitive training ,cognitive enhancement ,fluid intelligence ,intellectual disability ,Other systems of medicine ,RZ201-999 ,Medical technology ,R855-855.5 - Abstract
IntroductionEmployment is recognized as a fundamental human right, which correlates with better physical and mental health. Importantly, well-designed work, which considers the physical, social, and psychological impacts of work, can serve to enhance the cognitive abilities of workers. Although often overlooked, work for individuals with disabilities, including cognitive impairments, is equally important for their physical and mental well-being. What has not been established, however, is whether well-designed work can also enhance the cognitive abilities of individuals with cognitive impairments.MethodsUsing a longitudinal study design, we investigated the impact of well-designed work on the cognitive abilities of 60 participants (operators) at the AMIPI Foundation factories, which employ individuals with cognitive impairments to produce electrical cables and harnesses for the automobile industry. The same operators were assessed at three different time points: upon hiring (n = 60), and after working in the factory for 1 year (n = 41, since 19 left the factory) and 2 years (n = 28, since 13 more left the factory). We used five cognitive tests evaluating: (1) finger and manual dexterity, bimanual dexterity, and procedural memory using the Purdue Pegboard; (2) sustained and selective attention using the Symbol Cancellation Task; (3) short- and long-term declarative verbal memory and long-term verbal recognition memory using Rey's Audio-Verbal Learning Test; (4) short- and long-term visual recognition memory using the Continuous Visual Memory Test; and (5) abstract reasoning using Raven's Standard Progressive Matrices.ResultsWe observed improvements in procedural memory, sustained and selective attention, and short- and long-term visual recognition memory after working in the factory for 1 or 2 years. We did not observe improvements in finger or manual dexterity or bimanual dexterity, nor short- or long-term declarative verbal memory or verbal recognition memory, nor abstract reasoning.DiscussionWe conclude that, in addition to improving physical and mental well-being, well-designed manufacturing work can serve as a training intervention improving some types of cognitive functioning in individuals with cognitive impairments.
- Published
- 2024
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37. Machine learning models for the prediction of turbulent combustion speed for hydrogen-natural gas spark ignition engines
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Nelson Junior Issondj Banta, Njionou Patrick, Florence Offole, and Ruben Mouangue
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Turbulent combustion speed ,Machine learning ,Hydrogen-natural gas mixture ,Spark ignition engine ,Science (General) ,Q1-390 ,Social sciences (General) ,H1-99 - Abstract
The work carried out in this paper focused on “Machine learning models for the prediction of turbulent combustion speed for hydrogen-natural gas spark ignition engines”. The aim of this work is to develop and verify the ability of machine learning models to solve the problem of estimating the turbulent flame speed for a spark-ignition internal combustion engine operating with a hydrogen-natural gas mixture, then evaluate the relevance of these models in relation to the usual approaches. The novelty of this work is the possibility of a direct calculation of turbulent combustion speed with a good precision, using only machine learning model. The obtained models are also compared to each other by considering in turn as a comparison criterion: the precision of the result, calculation time, and the ability to assimilate original data (which has not undergone preprocessing). An important particularity of this work is that the input variables of the machine learning models were chosen among the variables directly measurable experimentally, based on the opinion of experts in combustion in internal combustion engines and not on the usual approaches to dimensionality reduction on a dataset. The data used for this work was taken from a MINSEL 380, a 380-cc single-cylinder engine. The results show that all the machine learning models obtained are significantly faster than the usual approach and Random Forest (R2: R-squared = 0.9939 and RMSE: Root Mean Square Error = 0.4274) gives the best results. With a forecasting accuracy of over 90 %, both approaches can make reasonable predictions for most industrial applications such as designing engine monitoring and control systems, firefighting systems, simulation, and prototyping tools.
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- 2024
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38. Investigating Pseudomonas aeruginosa Gene Function During Pathogenesis Using Mobile-CRISPRi
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Yu, Michelle A., primary, Banta, Amy B., additional, Ward, Ryan D., additional, Prasad, Neha K., additional, Kwon, Michael S., additional, Rosenberg, Oren S., additional, and Peters, Jason M., additional
- Published
- 2023
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39. Mosquito control exposures and breast cancer risk: analysis of 1071 cases and 2096 controls from the Ghana Breast Health Study
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Naomie Olivos, Jim E. Banta, Rhonda Spencer-Hwang, Daniel Ansong, Laura E. Beane Freeman, Joe-Nat Clegg-Lamptey, Beatrice Wiafe-Addai, Lawrence Edusei, Ernest Adjei, Nicholas Titiloye, Florence Dedey, Francis Aitpillah, Joseph Oppong, Verna Vanderpuye, Ernest Osei-Bonsu, Thomas U. Ahearn, Richard Biritwum, Joel Yarney, Baffour Awuah, Kofi Nyarko, Montserrat Garcia-Closas, Mustapha Abubakar, Louise A. Brinton, Jonine D. Figueroa, and Seth Wiafe
- Subjects
Insecticide-treated nets ,Breast cancer ,Environmental exposure ,Anti-mosquito interventions ,Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
Abstract Epidemiologic data on insecticide exposures and breast cancer risk are inconclusive and mostly from high-income countries. Using data from 1071 invasive pathologically confirmed breast cancer cases and 2096 controls from the Ghana Breast Health Study conducted from 2013 to 2015, we investigated associations with mosquito control products to reduce the spread of mosquito-borne diseases, such as malaria. These mosquito control products were insecticide-treated nets, mosquito coils, repellent room sprays, and skin creams for personal protection against mosquitos. Multivariable and polytomous logistic regression models were used to estimate odds ratios (ORadj) and 95% confidence intervals (CI) with breast cancer risk-adjusted for potential confounders and known risk factors. Among controls, the reported use of mosquito control products were mosquito coils (65%), followed by insecticide-treated nets (56%), repellent room sprays (53%), and repellent skin creams (15%). Compared to a referent group of participants unexposed to mosquito control products, there was no significant association between breast cancer risk and mosquito coils. There was an association in breast cancer risk with reported use of insecticide-treated nets; however, that association was weak and not statistically significant. Participants who reported using repellent sprays were at elevated risks compared to women who did not use any mosquito control products, even after adjustment for all other mosquito control products (OR = 1.42, 95% CI=1.15–1.75). We had limited power to detect an association with repellent skin creams. Although only a few participants reported using repellent room sprays weekly/daily or 0.25). Our analysis was limited when determining if an association existed with repellent skin creams; therefore, we cannot conclude an association. We found limited evidence of risk associations with widely used mosquito coils and insecticide-treated nets, which are reassuring given their importance for malaria prevention. Our findings regarding specific breast cancer risk associations, specifically those observed between repellent sprays, require further study.
- Published
- 2023
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40. Telemedicine in Developing Countries: Knowledge, Attitudes, and Practices of Caregivers of Children with Epilepsy Regarding Telemedicine at the Philippine Children’s Medical Center
- Author
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Grael M. Dumallay and Lucy Kathrina F. Banta-Banzali
- Subjects
telemedicine ,epilepsy ,knowledge ,attitude ,remote consultation ,Internal medicine ,RC31-1245 ,Neurosciences. Biological psychiatry. Neuropsychiatry ,RC321-571 ,Neurology. Diseases of the nervous system ,RC346-429 - Abstract
Purpose The coronavirus disease 2019 pandemic has prompted the use of telemedicine as an alternative method for providing continuous epilepsy care. This study was conducted to validate and administer a web-based questionnaire to assess the knowledge, attitudes, and practices (KAP) regarding telemedicine among caregivers of children with epilepsy at the Philippine Children’s Medical Center (PCMC). Methods This cross-sectional study was conducted by a primary investigator from the child neurology section of PCMC between July 2022 and October 2022 and consisted of two phases. In phase 1, content validation and pre-testing of the Filipino version of the questionnaire were conducted with 29 caregivers. Phase 2 involved the web-based administration of the final version of the questionnaire to 89 caregivers. Results The resulting questionnaire comprised four main sections: demographics, KAP. Regarding caregivers’ knowledge, 70.8% had not heard of telemedicine before participating in teleconsultations at PCMC. However, most participants were able to correctly identify its purposes (86.4%), benefits (87.6%), and barriers (78.7%). All aspects of the caregivers’ attitudes demonstrated positive agreement with the Likert scale of attitudes, with P values of
- Published
- 2023
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41. Harmonization of Nordic coastal marsh habitat classification benefits conservation and management
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Vehmaa, Anu, Lanari, Marianna, Jutila, Heli, Mussaari, Maija, Pätsch, Ricarda, Telenius, Anders, Banta, Gary, Eklöf, Johan, Jensen, Kai, Krause-Jensen, Dorte, Quintana, Cintia Organo, von Numers, Mikael, and Boström, Christoffer
- Published
- 2024
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- View/download PDF
42. Machine learning models for the prediction of turbulent combustion speed for hydrogen-natural gas spark ignition engines
- Author
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Issondj Banta, Nelson Junior, Patrick, Njionou, Offole, Florence, and Mouangue, Ruben
- Published
- 2024
- Full Text
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43. Mechanistic convergence of the TIGIT and PD-1 inhibitory pathways necessitates co-blockade to optimize anti-tumor CD8+ T cell responses
- Author
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Banta, Karl L, Xu, Xiaozheng, Chitre, Avantika S, Au-Yeung, Amelia, Takahashi, Chikara, O'Gorman, William E, Wu, Thomas D, Mittman, Stephanie, Cubas, Rafael, Comps-Agrar, Laetitia, Fulzele, Amit, Bennett, Eric J, Grogan, Jane L, Hui, Enfu, Chiang, Eugene Y, and Mellman, Ira
- Subjects
Lung ,Lung Cancer ,Cancer ,Antigens ,Differentiation ,T-Lymphocyte ,CD28 Antigens ,CD8-Positive T-Lymphocytes ,Humans ,Neoplasms ,Programmed Cell Death 1 Receptor ,Receptors ,Immunologic ,CD226 ,cancer immunotherapy ,costimulatory receptor TIGIT ,immune checkpoint blockade ,Immunology - Abstract
Dual blockade of the PD-1 and TIGIT coinhibitory receptors on T cells shows promising early results in cancer patients. Here, we studied the mechanisms whereby PD-1 and/or TIGIT blockade modulate anti-tumor CD8+ T cells. Although PD-1 and TIGIT are thought to regulate different costimulatory receptors (CD28 and CD226), effectiveness of PD-1 or TIGIT inhibition in preclinical tumor models was reduced in the absence of CD226. CD226 expression associated with clinical benefit in patients with non-small cell lung carcinoma (NSCLC) treated with anti-PD-L1 antibody atezolizumab. CD226 and CD28 were co-expressed on NSCLC infiltrating CD8+ T cells poised for expansion. Mechanistically, PD-1 inhibited phosphorylation of both CD226 and CD28 via its ITIM-containing intracellular domain (ICD); TIGIT's ICD was dispensable, with TIGIT restricting CD226 co-stimulation by blocking interaction with their common ligand PVR (CD155). Thus, full restoration of CD226 signaling, and optimal anti-tumor CD8+ T cell responses, requires blockade of TIGIT and PD-1, providing a mechanistic rationale for combinatorial targeting in the clinic.
- Published
- 2022
44. Non-decoupling new particles
- Author
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Banta, Ian, Cohen, Timothy, Craig, Nathaniel, Lu, Xiaochuan, and Sutherland, Dave
- Subjects
Nuclear and Plasma Physics ,Particle and High Energy Physics ,Physical Sciences ,Beyond Standard Model ,Higgs Physics ,Mathematical Physics ,Atomic ,Molecular ,Nuclear ,Particle and Plasma Physics ,Quantum Physics ,Nuclear & Particles Physics ,Mathematical physics ,Nuclear and plasma physics ,Particle and high energy physics - Abstract
Abstract : We initiate the study of a new class of beyond the Standard Model states that we call “Loryons.” They have the defining characteristic of being non-decoupling, in the sense that their physical mass is dominated by a contribution from the vacuum expectation value of the Higgs boson. The stakes are high: the discovery of a Loryon would tell us that electroweak symmetry must be non-linearly realized in the effective field theory of the Standard Model. Loryons have their masses bounded from above by perturbative unitarity considerations and thus define a finite parameter space for exploration. After providing a complete catalog of Loryon representations under mild assumptions, we turn to examining the constraints on the parameter space from Higgs couplings measurements, precision electroweak tests, and direct collider searches. We show that most fermionic candidates are already ruled out (with some notable exceptions), while much of the scalar Loryon parameter space is still wide open for discovery.
- Published
- 2022
45. Addressing the challenges of conducting community-engaged research during COVID-19: Rapid development and evaluation of a COVID-19 Research Patient and Community Advisory Board (PCAB)
- Author
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Harrison, James D, Palmer, Nynikka RA, Cabrera, Abby, Fleisher, Paula, Wong, Erica, LeSarre, Monique, Grumbach, Kevin, Banta, Jim, Tealer, Lisa, Reynolds, Andrew, Wassmann, Arianna, Rose, Teri, and Nguyen, Tung
- Subjects
Health Services and Systems ,Health Sciences ,Behavioral and Social Science ,Bioengineering ,Generic health relevance ,Good Health and Well Being ,COVID-19 ,advisory committees ,stakeholder engagement ,healthcare disparities ,translational science - Abstract
IntroductionWe created a COVID-19 Research Patient and Community Advisory Board (PCAB) to provide patient and community input into clinical and translational research studies. The purpose of this article is to describe the PCAB creation, implementation, and evaluation.MethodsWe identified PCAB members who had participated in previous stakeholder engaged activities at our institution and invited their participation. We created a systematic consultation process where researchers could submit plain language research summaries and questions for the PCAB. A facilitated 1-hour virtual consultation was then held where PCAB members provided feedback. We assessed satisfaction of PCAB members and researchers who received consultations using surveys. We also reviewed video recordings of PCAB consultations and reflections from team meetings to identify key lessons learned.ResultsTwenty-seven PCAB members took part in 23 consultation sessions. Twenty-two completed an evaluation survey (81% response rate). Most members agreed or strongly agreed their opinions were valued (86%), it was a productive use of time (86%) and were satisfied (86%). Nineteen researchers completed an evaluation survey (83% response rate). Researchers reported positive experiences of working with the PCAB. Additional insights include limited funding in COVID-19 research for equitable community engagement, deficiencies in researcher communication skills, and a lack of cultural humility incorporated into study activities.ConclusionsPCAB members provided recommendations that maximized the patient-centeredness and health equity focus of COVID-19 research. The detailed description of the process of developing, implementing, and evaluating our PCAB can be used as a template for others wishing to replicate this engagement model.
- Published
- 2022
46. Publisher Correction: Anti-TIGIT antibody improves PD-L1 blockade through myeloid and Treg cells
- Author
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Guan, Xiangnan, Hu, Ruozhen, Choi, Yoonha, Srivats, Shyam, Nabet, Barzin Y., Silva, John, McGinnis, Lisa, Hendricks, Robert, Nutsch, Katherine, Banta, Karl L., Duong, Ellen, Dunkle, Alexis, Chang, Patrick S., Han, Chia-Jung, Mittman, Stephanie, Molden, Nandini, Daggumati, Pallavi, Connolly, Wendy, Johnson, Melissa, Abreu, Delvys Rodriguez, Cho, Byoung Chul, Italiano, Antoine, Gil-Bazo, Ignacio, Felip, Enriqueta, Mellman, Ira, Mariathasan, Sanjeev, Shames, David S., Meng, Raymond, Chiang, Eugene Y., Johnston, Robert J., and Patil, Namrata S.
- Published
- 2024
- Full Text
- View/download PDF
47. The Muon Smasher's Guide
- Author
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Ali, Hind Al, Arkani-Hamed, Nima, Banta, Ian, Benevedes, Sean, Buttazzo, Dario, Cai, Tianji, Cheng, Junyi, Cohen, Timothy, Craig, Nathaniel, Ekhterachian, Majid, Fan, JiJi, Forslund, Matthew, Garcia, Isabel Garcia, Homiller, Samuel, Koren, Seth, Koszegi, Giacomo, Liu, Zhen, Lu, Qianshu, Lyu, Kun-Feng, Mariotti, Alberto, McCune, Amara, Meade, Patrick, Ojalvo, Isobel, Oktem, Umut, Redigolo, Diego, Reece, Matthew, Sala, Filippo, Sundrum, Raman, Sutherland, Dave, Tesi, Andrea, Trott, Timothy, Tully, Chris, Wang, Lian-Tao, and Wang, Menghang
- Subjects
High Energy Physics - Phenomenology ,High Energy Physics - Experiment - Abstract
We lay out a comprehensive physics case for a future high-energy muon collider, exploring a range of collision energies (from 1 to 100 TeV) and luminosities. We highlight the advantages of such a collider over proposed alternatives. We show how one can leverage both the point-like nature of the muons themselves as well as the cloud of electroweak radiation that surrounds the beam to blur the dichotomy between energy and precision in the search for new physics. The physics case is buttressed by a range of studies with applications to electroweak symmetry breaking, dark matter, and the naturalness of the weak scale. Furthermore, we make sharp connections with complementary experiments that are probing new physics effects using electric dipole moments, flavor violation, and gravitational waves. An extensive appendix provides cross section predictions as a function of the center-of-mass energy for many canonical simplified models., Comment: 105 pages, 41 figures, 5 tables
- Published
- 2021
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48. Machine and Deep Learning Models for the Prediction of Performance and Speed Regulation Parameters of a Turbojet Engine Using Electric Power Transfer.
- Author
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Patrick Njionou Sadjang and Nelson Junior Issondj Banta
- Published
- 2023
- Full Text
- View/download PDF
49. A Novel Method for 12-Lead ECG Reconstruction.
- Author
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Dorsa EPMoghaddam, Anton Banta, Allison Post, Mehdi Razavi, and Behnaam Aazhang
- Published
- 2023
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50. RECO-FSCA: Reconfigurable Low-Power Implementation of Fprime-Software for CubeSats Applications
- Author
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Herndon, Robert, Banta, Bryan, Milan, Giuliano, Zhang, Yong, Walker, Macade, Moussa, Ammar, Chiu, Darren, Karthikeyan, Dhanush, El-Hadedy, Mohamed, Bezaeva, Natalia S., Series Editor, Gomes Coe, Heloisa Helena, Series Editor, Nawaz, Muhammad Farrakh, Series Editor, Gad, Abd Alla, editor, Elfiky, Dalia, editor, Negm, Abdelazim, editor, and Elbeih, Salwa, editor
- Published
- 2023
- Full Text
- View/download PDF
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