Epilepsy in Cerebral Palsy: Unraveling Prevalence, Risk Factors, and Subtype Associations in a Large-Scale Population Study by Reem Abdullah Alyoubi, Ahmed Abu-Zaid

“…<i>Materials and Methods</i>: The study employed the National Inpatient Sample (NIS) database (2016–2019, four years). CP patients were identified through ICD-10 codes, excluding non-CP patients and those with missing values. …”
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Discovering the Structure of Knowledge in Urban Data Mining Using Vocabulary Co-occurrence Analysis by Enayat Alah Mohaghegh Nasab, Mahmoud Mohamadi

“…But the most important finding of the current research, which was obtained based on clustering analysis and knowledge map analysis, shows that the field of urban data mining has five subfields or main structural components: 1-Analysis of urban systems and smart cities, 2- Modeling and data analysis framework, 3- identifying patterns and predicting them along with visualization techniques, 4- big data and social media, 5- urban big data and traffic network; Of these, urban big data analysis is more recent than other sub-structures, and research in this field is mostly related to the years 2022 and 2023.…”
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ADHD detection from EEG signals using GCN based on multi-domain features by Ling Li, Xueyang Guo, Zihan Yang, Yanping Zhao, Xu Liu, Junxian Yang, Yanyan Chen, Xinxian Peng, Lina Han

“…IntroductionAttention deficit hyperactivity disorder (ADHD) is a common psychiatric disorder in children during their early school years. While many researchers have explored automated ADHD detection methods, developing accurate, rapid, and reliable approaches remains challenging.MethodsThis study proposes a graph convolutional neural network (GCN)-based ADHD detection framework utilizing multi-domain electroencephalogram (EEG) features. …”
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Decoding the footsteps of the African savanna: Classifying wildlife using seismic signals and machine learning by René Steinmann, Tarje Nissen‐Meyer, Fabrice Cotton, Frederik Tilmann, Beth Mortimer

“…Abstract In recent years, seismic sensors, traditionally used in geophysical studies, have been utilized to record seismic waves generated by wildlife locomotion, providing new ways to monitor wildlife non‐invasively and continuously. …”
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Early outcome of femoral supracondylar fracture managed with distal femoral locking plate at National Orthopaedic Hospital Dala Kano by Tsoho SA, Abubakar K, Awomusi FO, Usman MI, Muhammad S

“…The common fracture patterns were AO muller A1 and A2; 28.2% each. Normal knee extension was recorded in all the patients. …”
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Racial-ethnic composition of U.S. school districts, wildfire smoke PM2.5 levels, and reduced in-person learning among schoolchildren and adolescents during the COVID-19 pandemic by Daniel Kim

“…Successively higher odds for both outcomes were observed in higher quartiles (P for trend < .001). Similar patterns were seen when percentages of Asian-, Black-, and Hispanic-American students were modeled simultaneously. …”
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Spatial Evolution of Villages in China’s Rural Return Process: A Study of Village-Scale Transformations in Zhejiang Province by Zhaoteng Jin, Kai Gong, Yifei Pei, Naoko Saio

“…In recent years, rural return has emerged as a significant trend in China, largely driven by central and local government policies promoting rural revitalization and urban-to-rural migration. …”
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Korelasi Kadar Adiponektin dengan Kadar Kolesterol High Density Lipoprotein pada Penyandang Obes by Fiona Septi Mulya, Efrida Efrida, Zelly Dia Rofinda

“…The results of the population subanalysis show relatively similar patterns. First-degree obesity population (r = 0.55; p = 0.002), second-degree obesity population (r = 0.41; p = 0.026). …”
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Using ESPEN data for evidence-based control of neglected tropical diseases in sub-Saharan Africa: A comprehensive model-based geostatistical analysis of soil-transmitted helminths. by Jessie Jane Khaki, Mark Minnery, Emanuele Giorgi

“…<h4>Results</h4>Among 35 countries with STH data that met our inclusion criteria, the reported data years ranged from 2004 to 2018. Models from 25 countries were found to be well-calibrated. …”
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Symptomatic vulvovaginal candidiasis and antifungal resistance in HIV-1 positive women at Mbarara city health centre IV by Nusifah Mbatudde, Pauline Petra Nalumaga, Joel Bazira, Taseera Kabanda

“…The purpose of this study was to determine the prevalence of VVC, identify associated risk factors, characterize the distribution of Candida species, and assess their antifungal susceptibility patterns among HIV-positive women attending Mbarara City Health Centre IV. …”
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Enhancing AI-driven forecasting of diabetes burden: a comparative analysis of deep learning and statistical models by Rasool Esmaeilyfard, Mohsen Bayati

“…Annual data on Disability-Adjusted Life Years (DALYs), Deaths, and Prevalence from 1990 to 2021 were used to train (1990–2014) and evaluate (2015–2021) the models. …”
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Associations between sociodemographic characteristics and tobacco usage in adult cancer survivors: Evidence from a population-based study by Alexander Jonathan Mann, Janice Claire Malcolm

“…This analysis aims to compare tobacco use in cancer-free respondents and cancer survivors, in order to elucidate trends and behavioural patterns associated with increased tobacco use in individuals that have survived cancer.  …”
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Beyond the Backbone: A Quantitative Review of Deep-Learning Architectures for Tropical Cyclone Track Forecasting by He Huang, Difei Deng, Liang Hu, Yawen Chen, Nan Sun

“…While traditional numerical weather prediction (NWP) systems have long served as the backbone of operational forecasting, they face limitations in computational cost and sensitivity to initial conditions. In recent years, deep learning (DL) has emerged as a promising alternative, offering data-driven modeling capabilities for capturing nonlinear spatiotemporal patterns. …”
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Factors associated with chronic opioid use after minimally invasive lung resections. by Isabel Emmerick, Hayley Reddington, Tanmay N Patil, Alexander Neamtu, Jiddu Guart, Rebecca Foley, Allison Crawford, Karl Uy, Mark W Maxfield, Yury Rabotnikov, William Phillips, Feiran Lou

“…Postoperative pain was managed with a standardized multi-modal pain-control regimen utilizing opioids only as needed. Prescription patterns and dispensing data of opioids at 30-, 60-, and 90-days postoperatively informed usage. …”
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A Hardware Accelerator for Real-Time Processing Platforms Used in Synthetic Aperture Radar Target Detection Tasks by Yue Zhang, Yunshan Tang, Yue Cao, Zhongjun Yu

“…Furthermore, a unique memory arrangement design based on this PE aims to enhance memory read/write efficiency while applying dataflow patterns suitable for FPGA computing to the accelerator to reduce computation latency. …”
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Groundwater Quality Assessment Using Water Quality Index and Geospatial Tools: Kabul Province Case Study by Maiwand Omary, Mohammad Najim Nasimi, Mohammad Nasim Nasimi

“…Moreover, the spatial distribution of WQI and 12 physico-chemical parameter values was mapped using the Inverse Distance Weighted (IDW) Interpolation in Arcmap 10.7 environment, revealing distinct water quality patterns across the study area. The water qual-ity testing outcomes under this investigation show compliance of multiple water contaminant concentrations with the World Health Organization (WHO) Water Quality Guidelines and Afghanistan National Drinking Water Quality Standards (ANDWQS). …”
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An evaluation of the ambulatory diagnosis and treatment of seborrheic dermatitis in PWH in a regional healthcare system by David Perez, Seble G. Kassaye, Carly Herbert, Deniz Ozisik, Aniket Kini, Adam Visconti

“…Methods We evaluated the treatment of and referral patterns for seborrheic dermatitis relative to accepted standards of care among outpatient dermatologists and non-dermatologists in a regional healthcare system. …”
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Characteristics of scores used for quantitative lung ultrasound in neonates: a systematic review by Victor Sartorius, Stéphanie Brunet, Daniele De Luca

“…Most of the articles were published in the past 5 years, predominantly by European investigators. They described 32 different LUS. …”
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Real-Time Fire Risk Classification Using Sensor Data and Digital-Twin-Enabled Deep Learning by In-Seop Na, Vani Rajasekar, Velliangiri Sarveshwaran

“…Over recent years, the frequency and intensity of fire disasters have escalated, underscoring the urgent need for accurate and timely disaster classification and mitigation strategies. …”
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Onset of autoimmune hepatitis in children and adolescents considering disease phenotypes by M.B. Dyba

“…The study aimed to analyze the patterns of AIH onset in children and adolescents, considering its phenotypes. ­…”
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