Passive Sensing for Mental Health Monitoring Using Machine Learning With Wearables and Smartphones: Scoping Review by ShiYing Shen, Wenhao Qi, Jianwen Zeng, Sixie Li, Xin Liu, Xiaohong Zhu, Chaoqun Dong, Bin Wang, Yankai Shi, Jiani Yao, Bingsheng Wang, Xiajing Lou, Simin Gu, Pan Li, Jinghua Wang, Guowei Jiang, Shihua Cao

“…These findings underscore the technology’s potential to transform mental health care through objective, continuous monitoring—particularly for depression (heart rate and step count biomarkers) and anxiety (sleep and social interaction patterns). …”
Get full text

Verbal fluency tests reliability in a Brazilian multicentric study, ELSA-Brasil by Valéria Maria de Azeredo Passos, Luana Giatti, Sandhi Maria Barreto, Roberta Carvalho Figueiredo, Paulo Caramelli, Isabela Benseñor, Maria de Jesus Mendes da Fonseca, Nagela Valadão Cade, Alessandra Carvalho Goulart, Maria Angélica Nunes, Márcia Guimarães de Mello Alves, Ana Angélica Martins da Trindade

“…Intraclass correlation coefficient ratings reliability and Bland-Altman plot examined patterns of ratings disagreement. …”
Get full text

Characterization of Pore Water Flow in 3‐D Heterogeneous Permeability Fields by Xiaolong Geng, Michel C. Boufadel, Kenneth Lee, Chunjiang An

“…The structures exhibit scale‐invariant features in multifractal fields and in stationary fields below the correlation scale, indicating that such vortex flow might be widely present with no characteristic scale. Complex spatial patterns of kinetic energy dissipation rate are identified for pore water flowing through heterogeneous porous media and correlate strongly with preferential flows. …”
Get full text

Optimising heat transfer efficiency in unsteady Maxwell hybrid nanofluid flow for solar energy by Sweeti Yadav, S. Shashi Prabha Gogate, P.A. Dinesh, K.R. Roopa

“…In the case of suction, the unsteady parameter heat transfer rate for hybrid nanofluid is 18.78%, while 28.48% for injection. …”
Get full text

The Influence of Meltwater on Phytoplankton Blooms Near the Sea‐Ice Edge by C. W. Lester, T. J. W. Wagner, Dylan E. McNamara, M. R. Cape

“…We extend the classic Fisher reaction‐diffusion equation to consider a time‐ and space‐varying death rate that represents the role of meltwater in the system. …”
Get full text

Effect of Air Duct Layout on the Airflow in Data Center Using Under-floor Air Distribution (2) Experimental Verification by 胡雨, 耿云, 张忠斌, 张萌, 姚喻晨, 黄虎, 黄毅, 蒋赟昱

“…The odd-numbered sub-modules of the data center were taken as the measured objects, changing the perforation rate of the floor, and the angle of the baffle, to obtain the six groups of reasonable airflow patterns. …”
Get full text

Identification and characteristics of antimicrobial-resistant Group B Streptococcus isolated from maternal birth canals at a university-affiliated hospital, China by Hong Zhang, Wen-Li Liu, Jia-Lin Liu, Ming-Cheng Li

“…Purpose of investigation: This study aimed to ascertain the colonization rate of Group B Streptococcus (GBS) in the birth canals of late-pregnant women, and to demonstrate the characteristics of the origins of antibiotic-resistance. …”
Get full text

Deterioration mechanism and stochastic damage modeling of tunnel lining concrete in hydrothermal corrosive environments by Yu Ning, Zhiwei Yan, Yanhua Zeng, Chunwei Zhang, Yucang Dong

“…The study results indicate that the mass loss rate exhibits a trend of decreasing and then increasing as the degree of corrosion increases. …”
Get full text

Public perception of climate change in the cold regions of Russia: an example of Yakutia by O. A. Anisimov, Ye. L. Ziltcova, Yu. I. Zhegusov

“…The rate of climate change in the Russian cold regions is nearly twice larger than the global‑mean rate. …”
Get full text

A Compact Dual-Band Antenna for Brain–Machine Interface and Skin-Implantable Biotelemetry Applications by Emtiaz Ahmed Mainul, Md. Faruque Hossain

“…The evaluated specific absorption rate (SAR) meets the health safety requirements. …”
Get full text

Artificial Intelligence-Driven Approach to Optimizing Boiler Power Generation Efficiency: The Advanced Boiler Combustion Control Model by Kyu-Jeong Lee, So-Won Choi, Eul-Bum Lee

“…The ABCCM derives optimal combustion patterns in real time using the RF algorithm and minimizes fuel consumption through the CART algorithm, thereby optimizing the overall gross heat rate. …”
Get full text

Crystallization and particle size distribution of hydrothermally synthesized SAPO-34: an experimental and population balance study by Mona Torabi Verki, Rouein Halladj, Sajjad Habibzadeh, Fariba Marzpour Shalmani

“…Specifically, the nucleation rate, growth rate, crystallization profiles, and mean size of the resulting product crystals of SAPO-34 were evaluated for the first time. …”
Get full text

Effect of External Sensory Integration on Motor Functional Disorder In Children With Attention Deficit Hyperactive Disorder (Adhd) - A Pilot Study by Chhavi Kumar Sharma, Shahiduz Zafar

“…A common neurodevelopmental disease in children, attention deficit hyperactivity disease (ADHD) is typified by recurrent patterns of hyperactivity, impulsivity, and inattention. …”
Get full text

Rib and Sternum Fractures From Falls: Global Burden of Disease and Predictions by Zhanghao Huang, Jun Zhu

“…Results: From 1990 to 2021, the age-standardized incidence rate (ASIR) and age-standardized prevalence rate (ASPR) generally showed an upward trend, although male ASIR, and ASPR displayed a slight decline. …”
Get full text

Prevalence and Pregnancy Outcomes of Preeclampsia/Eclampsia Phenotypes: A Multicenter Prospective Cross-Sectional Study by Daniel N. Onwusulu, Joseph T. Enebe, Amuchechukwu V. Nwafor, Sunday E. Jumbo, Samuel O. Ilikannu, Confidence C. Ogbomade, Kenechuckwu C. Igwilo, Emmanuel I. Ogumu, Ebube B. Akosa, Chuba S. Jeremiah, John E. James, Ikechukwu I. Mbachu, George U. Eleje, Chioma N. Iloabachie

“…Objectives: To determine the prevalence of phenotypic patterns and pregnancy outcomes of P/E patients in Nigeria. …”
Get full text

Spatial stratified heterogeneity of mumps incidence in China: a Geodetector-based analysis of driving factors by Ke Hu, Chaojie Li, Xingjin Yang, Di Xiao, Xing Zhang, Mingyang Yu

“…BackgroundChina reports the highest number of mumps cases globally, with the disease demonstrating distinct spatial clustering and variability characteristics.MethodsThis study employed descriptive statistics and spatial autocorrelation analysis to examine the spatial distribution characteristic and patterns of mumps across 31 Chinese provinces in 2020. …”
Get full text

Thermodynamically consistent modeling of granular soils using physics-informed neural networks by Nazanin Irani, Mohammad Salimi, Torsten Wichtmann

“…The material dissipation rate is calculated using the total work input and a free energy potential expressed in terms of stress invariants. …”
Get full text

MLCRP: ML-Based GPU Cache Performance Modeling Featured With Reuse Profiles by Minjung Cho, Eui-Young Chung

“…In the data preparation stage, synthetic RP-based traces are generated from parameterized distributions to simulate diverse and non-stationary memory patterns. In the training stage, a regression-based ML model is trained to capture the relationship between RP features, cache configurations, and performance metrics such as miss rate and miss status holding register (MSHR) merge rate. …”
Get full text

A Comparative Study on Fracture Characteristics of the Red Sandstone under Water and Nitrogen Gas Fracturing by Yanan Gao, Feng Gao, Zekai Wang, Peng Hou

“…However, for the nitrogen gas fracturing, the breakdown pressure almost does not change with the loading rate as the nitrogen gas can easily penetrate the specimen from the radial direction.…”
Get full text

Electroencephalographic (EEG) analysis of hue perception differences between art and non-art majors: insights from the P2 and P3 components by Liting Song, Guanghui Zhang, Johanna Silvennoinen, Fengyu Cong

“…Participants completed color perception tasks involving cool, warm, and neutral hues while EEG data were recorded with a 65-electrode system. Behavioral ratings and ERP components (P2 and P3) were analyzed, supplemented by decoding analysis to uncover neural processing patterns. …”
Get full text