Sensing the Changes in Stratum Corneum Using Fourier Transform Infrared Microspectroscopy and Hyperspectral Data Processing by Krzysztof Banas, Agnieszka M. Banas, Giorgia Pastorin, Ngai Mun Hong, Shikhar Gupta, Katarzyna Dziedzic-Kocurek, Mark B. H. Breese

“…Special emphasis is placed on advanced hyperspectral data pre-processing to ensure the accuracy and reliability of the results. …”
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The Burden of Comorbid Depression and Type 2 Diabetes: An Empirical Study Using Commercial Insurance Data by SangNam Ahn, Gang Han, McKenzie Beck, Wan-Ling Hsu, Samuel D. Towne, Matthew Lee Smith, Marcia G. Ory

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Data Reconstruction for a Disturbed Soil-Column Experiment Using an Optimal Perturbation Regularization Algorithm by Gongsheng Li, De Yao, Yongzai Wang

“…This paper deals with data reconstruction problem for a real disturbed soil-column experiment using an optimal perturbation regularization algorithm. …”
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A data-driven analysis of emergency first responder education on substance use and stress management across demographic and professional backgrounds by Francine R. Vega, Audrey Lopez, Vicky Beakley, A. Sarah Cohen, Tiffany Champagne-Langabeer

“…Data from the courses was merged into a single file and analyzed using descriptive statistics. …”
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Efficient IDS for IoT Networks Using Host-Based Data Aggregation and Multi-Entropy Analysis by Yusei Katsura, Arata Endo, Ismail Arai, Kazutoshi Fujikawa

“…These methods also face challenges related to computational resource burdens caused by the increased volume of input data. This study proposes a lightweight IDS with the host-based approach, representing communication behaviors with multiple entropies. …”
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Relapse prediction using wearable data through convolutional autoencoders and clustering for patients with psychotic disorders by April Yujie Yan, Traci Jenelle Speed, Casey Overby Taylor

“…Our study demonstrates the potential of unsupervised learning in identifying abnormal behavioral changes in patients with psychotic disorders using objective measures derived from granular, long-term biosignals collected by unobstructive wearables. …”
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Classification of Drivers with HIV-Associated Neurocognitive Disorders using Virtual Driving Test Performance Data by David Grethlein, Venk Kandadai, Will Dampier

“…Data collected from (n = 81) study participants that used the virtual driving test (VDT) platform were analyzed in order to predict which drivers had NCI. …”
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High-Risk Test Scenario Generation for Autonomous Vehicles at Roundabouts Using Naturalistic Driving Data by Dian Ren, Helai Huang, Ye Li, Jieling Jin

“…While autonomous vehicles have the potential to mitigate risks associated with dangerous driving behaviors, the safety and stability of autonomous driving technology in real-world applications still require comprehensive tests. …”
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Prognostic Survival Analysis for AD Diagnosis and Progression Using MRI Data: An AI-Based Approach by T. Deenadayalan, S. P. Shantharajah

“…The pre-processing steps, including resizing, normalization, and data augmentation, ensured robustness and generalizability. …”
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Exploring human mutuality in cyber and physical spaces using mobile big data and network analysis by Minglei Liao, Xintao Liu

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The influence of menopause age on gynecologic cancer risk: a comprehensive analysis using NHANES data by Yiliminuer Abulajiang, Tao Liu, Ming Wang, Abidan Abulai, Yumei Wu

“…We used regression models and RCS models to assess the risk.MethodsThis study utilized data from the NHANES spanning 1999 to 2020, focusing on 8,219 postmenopausal women selected through stratified sampling. …”
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Evaluation of workers-related factors about using of hearing protection devices in textile factories, based on planned behavior theory by mohamad ali morowaty, mosharafe chaleshgar, masome abbasi shavazi, reza sharifi

“…Results: In this study 24.1% of workers permanently used HPD and 28.4% never use HPD. There was a significant relation between past behavior and subjective norms. …”
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Locomotion, Postures, and Substrate Use in Captive Southern Pygmy Slow Lorises (Strepsirrhini, Primates): Implications for Conservation by Dionisios Youlatos, Dimitris Pylarinos, Nikolaos Evangelos Karantanis, Leszek Rychlik

“…Despite their very specialized morphology and ecology, the positional behavior of lorises is understudied. Behavioral data were collected using 30-s scan instant sampling on seven captive animals housed in a large, enriched enclosure of the Poznań Nowe Zoo (Poland) during February–June 2013. …”
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Interaction of doxorubicin with carbon nanotubes in the capillaries surrounding cancer tumors using molecular dynamics simulation: The impact of pH on the thermal properties by Ahmed Mohammed Attyah Zheoat, Abeer Issa Mohammed Al Luaibi, Raad Kareem Alwan Al Darraji, Narinderjit Singh Sawaran Singh, Soheil Salahshour, S. Mohammad Sajadi, M. Hekmatifar

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Data on ethanol drinking and microbiome in alcohol preferring and non-preferring rats after a fecal microbiota transplantNCBI’s Sequence Read Archive by Sudhan Pachhain, Brittany Halverstadt, Ekenedilichukwu Chukwudubem Anekwe, Vipaporn Phuntumart, Jon Eric Sprague, Christopher S. Ward, Howard Casey Cromwell

“…This data article describes the quantitative results from an experiment on ethanol drinking behaviors and gut microbiome composition in P and NP rats that were administered fecal transfer of the microbiota. …”
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Risk preference, government regulation, and the sustainability of crop straw resource utilization—based on research data from Liaoning Province, China by Te Huang, Yu Guo, Jing Zhou, Liqun Xiu

“…Using micro-survey data from 440 rural households in Liaoning Province, China, we apply a logit model to quantify these relationships and analyze the moderating role of specific government policy measures.ResultsThe empirical results show that farmers generally exhibit strong risk aversion, which increases the average probability of CSRU adoption by 10.56%, meanwhile an excessive focus on low‐probability risks significantly promote adoption willingness. …”
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Adolescent Perceptions and Use of E-Cigarettes as Smoking Cessation Tools and for Pleasure: Data Analysis from National Youth Tobacco Survey (NYTS), 2011, 2015, 2019, and 2023 by Olusoji Ibukun, Chesmi Kumbalatara, Wasantha Jayawardene

“…This study investigated demographic trends, usage frequency, initial and future use patterns, and quitting behavior. Descriptive statistics and latent class analysis (LCA) were employed to examine adolescent e-cigarette use patterns, with statistical significance determined at <i>p</i> < 0.05. …”
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Assessing an experimental rule change in the pay-offs for soccer league match outcomes using historical data for Ireland by Shilan Dargahi, Barry Reilly

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Exploring the relationship between sports media use, sports participation behavior, and sport commitment: a mixed-methods study using structural equation modeling and qualitative i... by Lihong Wei, Mohd Salleh Aman, Nor Eeza Zainal Abidin, Wanqin Qian

“…Abstract Background This study investigates the complex relationships between sports media use (SMU), sports participation behavior (SPB), and sports commitment. …”
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Determinants of Household Food Wasting Behavior: Applying the Theory of Planned Behavior by Fajar Wahyu Nugroho, Maswadi, Novira Kusrini

“… Every year, up to 1.3 trillion tons of global food produced for human use are lost or wasted. Consumer behavior is a major cause of food waste. …”
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