Unobtrusive stress detection using wearables: application and challenges in a university setting by Peter Neigel, Andrew Vargo, Benjamin Tag, Koichi Kise

“…We identify potential stress patterns by observing elevated waking heart rate (HR) and maximum waking HR, supported by related metrics such as sleep HR, sleep heart rate variability (HRV), activity patterns, and sleep phases.ResultsThe physiological changes align with significant academic and societal events, indicating a strong link to stress.DiscussionOur findings demonstrate the potential of consumer wearables to detect collective changes in stress biomarkers within a cohort using in-the-wild data, i.e., data that is noisy and has gaps. …”
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Geospatial technology based shoreline change analysis (1992–2022) and predictive forecast modeling for 2032 and 2042, utilizing DSAS, along the eastern coast of India by Harikrishna S., Gurugnanam B., Bairavi S.

“…The study found that the maximum erosion in the study area is 4.1 m/yr (end point rate (EPR)) and 4.21 m/yr (linear regression rate (LRR)) at the Maravakkadu coastal region, and the maximum accretion is 3.75 m/yr (EPR) and LRR of 4.12 m/yr at the Mettupalayam coast. …”
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Whisper Automatic Speech Recognition and GPT Large Language Models as Best Practice for Assessing Communication Progress in Autism Spectrum Disorder by Naela Fauzul Muna, Mukhammad Andri Setiawan

“…Whisper achieved a low Word Error Rate (WER) for mild autism (average 5%) and a higher rate for moderate autism (average 23%). …”
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Structural and X-Ray Photoelectron Spectroscopy Study of Al-Doped Zinc-Oxide Thin Films by Bong Ju Lee, Ho Jun Song, Jin Jeong

“…The charge-carrier concentrations in the films decreased from 1.69 × 1021 to 6.16 × 1017 cm−3 with increased gas flow rate from 7 to 21 sccm. The X-ray diffraction (XRD) patterns show that the (002)/(103) peak-intensity ratio decreased as the gas flow rate increased, which was related to the increase of AZO thin film disorder. …”
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Senior high school students’ competence in logical operation and logical reasoning by Kodirun, Kadir, Busnawir, Wa Ode Indrawati

“…Students performed best on geometric problems (70.05%), followed by algebra, statistics, and calculus problems, with the lowest success rate in calculus-related logical problems (28.04%). …”
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Evaluating the Physics of Outcrop‐To‐Outcrop Flow With Hydrothermal Flow Models by I. Kremin, Z. Guo, L. Rüpke

“…We have also investigated how different flow patterns, resulting from changes in these parameters, manifest themselves in seafloor observables such as flow rates, aquifer temperatures, and heat flow. …”
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An Epidemiological and Multidrug Resistance Study for E. coli Isolated from Urinary Tract Infection (Three Years of Study) by Mahde S. Assafi, Fawwaz F. Ali, Reem Fouad Polis, Nisreen Jawad Sabaly, Sozan Muhsin Qarani

“…The uropathogenic E. coli rate was higher, statistically not significant, in females (21.4%) than males (18.5%) (P=0.4946). …”
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Colorectal Cancer: A Total Provincial Experience with Survival Analysis by B.H. Weinerman, K.B. Orr

“…However, a continuing relapse rate was seen in all patients with any type of infiltrating disease (B1 and B2 There appeared to be continuing relapse patterns in all those groups to at least 96 months. …”
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Aggression in autism spectrum disorder: presentation and treatment options by Fitzpatrick S, Srivorakiat L, Wink L, Pedapati E, Erickson C

“…Sarah E Fitzpatrick, Laura Srivorakiat, Logan K Wink, Ernest V Pedapati, Craig A Erickson Cincinnati Children’s Hospital Medical Center, University of Cincinnati College of Medicine, Cincinnati, OH, USA Abstract: Autism spectrum disorder (ASD) is a neurodevelopmental disorder characterized by persistent difficulties in social communication and social interaction, coupled with restricted, repetitive patterns of behavior or interest. Research indicates that aggression rates may be higher in individuals with ASD compared to those with other developmental disabilities. …”
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Brain Tumor Classification of Medical Images based on Transfer Pre-trained Learning Models by Mohamed H Ghaleb Abdkhaleq Abdkhaleq, Ibraheem Al-Jadir, Loay George, Yuri Yuryevich Gromov, Eliseev Aleksey Igorevich

“…Medical professionals can rapidly and reliably diagnosing brain tumors from medical imaging via this technique. he results demonstrate that the AlexNet model showed a remarkable performance, with an accuracy rate of 95.60% and high sensitivity and specificity rates. …”
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Comparative Characteristics of a Subsequent Morbidity Wave COVID-19 in Various Regions of the World by A. P. Bavrina, N. V. Saperkin, O. V. Drugova, N. N. Karjakin, O. V. Kovalishena

“…The average incidence rate in the compared countries ranged from 500.98 ± 417.06 per 100,000 in India to 4399.43 ± 2390.77 per 100,000 in the US. …”
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An Integrated Framework for Infectious Disease Control Using Mathematical Modeling and Deep Learning by Mohammed Salman, Pradeep Kumar Das, Sanjay Kumar Mohanty

“…Unlike the existing model, emphasis is given to suggesting a model that is capable of investigating stability while considering the effect of vaccination and migration rate. Next, the influence of vaccination on the rate of infection is effectively predicted using an efficient deep learning model by employing the long-term dependencies in sequential data. …”
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Epidemiology and determinants of stillbirth disparities in India: a geospatial hotspot clustering study using integrated population-level dataResearch in context by U. Venkatesh, Om Prakash Bera, Ashoo Grover, Siddhant Shastri, Sayantan Chakraborty

“…Interpretation: This study found no significant geospatial disparity in sex-specific stillbirth rates across Indian districts, with similar clustering patterns for both sexes. …”
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Epidemiological characteristics of Japanese encephalitis in Guangxi Zhuang Autonomous Region from 2012 to 2023 by Jiagui CHEN, Qiuyun DENG, Jinfa DU, Rencong YANG, Shiyi CHEN, Liang LIANG, Ming GAN, Lili DENG

“…Among the cases, 107 were male (average annual incidence rate 0.036/100 000) and 61 were female (average annual incidence rate 0.022/100 000). …”
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A systematic review and meta-analysis of the global seasonality of norovirus. by Sharia M Ahmed, Benjamin A Lopman, Karen Levy

“…Our results point to possible associations of season strength with rain in the wettest month and crude birth rate.…”
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Regional Gas Supply System Considered from the Standpoint of System Analysis and Regularities of its Functioning by D. R. Mоroz, N. V. Hruntovich

“…The values of correlation coefficients between the outdoor air temperature and gas flow rate according to the elements of the balance structure are calculated. …”
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Spatiotemporal dynamics and influencing factors of soil heterotrophic respiration in northeast China. by Dan Liu, Cheng Long Yu, Rui Feng, Shi Ping Yin

“…And it had a significant increasing trend at the rate of 5.75 × 108 kg/year. (2) From the spatial differentiation and spatial clustering pattern, Rh was dominated by a northeast-southwest direction, its spatial distribution center was close to the northeast geographical center, and it had no obvious contraction or expansion trend on the whole. (3) In the northern and northeastern regions of the study area, vegetation cover directly influences local soil respiration rates. …”
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Phytochemical evaluation of selected Phalaenopsis cultivars by Dilki Thathsarani, Thilakshi Tikirikumari, Asha Ishani Sri Priyadarshan, Harshini Herath, Priyanganie Senanayake

“…Hybridization plays a pivotal role in breeding Phalaenopsis, enabling the development of novel cultivars with desirable traits such as diverse floral pigmentation patterns, enhanced longevity and improved growth rate. …”
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Consolidation analysis of soft ground with air-boosted vacuum preloading considering attenuation of vacuum and boost pressure by Weiliang Gao, Lu Han, Yanming Zhao, Jinxin Sun, Lulu Liu

“…Crucially, computational findings emphasize that neglecting pressure attenuation mechanisms leads to non-conservative estimates of consolidation progression rates. Enhancement of consolidation rate was observed with higher vacuum loading coefficients and increased Poisson ratios. …”
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Key Vital Signs Monitor Based on MIMO Radar by Michael Gottinger, Nicola Notari, Samuel Dutler, Samuel Kranz, Robin Vetsch, Tindaro Pittorino, Christoph Würsch, Guido Piai

“…This technique allows precise measurements of respiration patterns, periods of movement, and heart rate. Major practical problems arise as CW systems suffer from signal cancellation due to destructive interference, limited overall functionality, and a possibility of low signal quality over longer periods. …”
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