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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Cross-correlation-based signal pruning method (CCSPM) for effective signal distortion reduction in massive MIMO communications by M. Kasiselvanathan, SatheeshKumar Palanisamy, N. Sathishkumar, K. B. Gurumoorthy, Tagrid Abdullah N. Alshalali, S. Lakshmi Narayanan

“…In the signal vector representation, the conventional signal is pruned for its maximum distortion rate post the correlation. The vector representation is recurrent until the least possible distortion rate is observed. …”
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IMPLEMENTATION OF BACKPROPAGATION AND HYBRID ARIMA-NN METHODS IN PREDICTING ACCURACY LEVELS OF RAINFALL IN MAKASSAR CITY by Hisyam Ihsan, Irwan Irwan, Andi Illa Erviani Nensi

“…The results showed that the Backpropagation method excelled with an RMSE value of 137.320 or 0.1149, indicating high accuracy in forecasting changes in seasonal trends and patterns. Hybrid ARIMA-NN gives good results with RMSE 145.834, as residues contain better nonlinearity compared to ARIMA models (4,0,1), although it shows a slightly higher error rate compared to Backpropagation.…”
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Intelligent anti-jamming communication technology with electromagnetic spectrum feature cognition. by Hui Zhao, Guobin Zhao, Xichun Wang, Zhonghui Zhang, Xianchao Xun

“…Experiments show that the proposed model achieves an accuracy rate of 95.23% in identifying interference signals and an anti-interference accuracy rate of 85.47%, significantly outperforming random forest and deep Q-network models. …”
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Relevancy Prediction of the Emerging Pathogens with Porcine Diarrhea by Logistic Regression Model by Benqiang Li, Jie Tao, Xin Li, Jinghua Cheng, Ying Shi, Pan Tang, Huili Liu

“…In this study, 3256 porcine fecal samples were collected from 17 pig herds in Shanghai, China, from 2015 to 2023 to identify novel pathogenic infection patterns. The results confirmed that porcine astrovirus (PAstV), porcine sapelovirus (PSV), and porcine epidemic diarrhea virus (PEDV) were the top three agents with positive rates of 28.47%, 20.71%, and 20.23%, respectively. …”
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Age-period-cohort analysis of global, regional, and national cervical cancer prevalence trends in women of childbearing age (15–49 years), 1990–2021 by Zeng-Tao Wang, Chuang-Wei Dang, Rui-Ling You, Shuo Li, Ting-Ting Jiang, Feng-Bo Zhu, Cai-Long Gu

“…Methods The analysis used data from the 2021 Global Burden of Disease (GBD) Study, which provided age-standardized rates of incidence, mortality, disability-adjusted life years, and prevalence across 204 countries. …”
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Prevalence and antimicrobial resistance of Streptococcus suis isolated from local pig breeds in Jiangxi Province, China by Mei-Fang Tan, Chen-Long Liu, Quan-Yong Zhou, Jia-Zhen Wei, Jia-Wei Hong, Ming-Chun Wan, Feng-Lin Zhang, Hua-Yuan Ji

“…Antimicrobial susceptibility testing revealed that >98% of isolates were susceptible to carbapenems (meropenem and imipenem), followed by doxycycline (71.6%), ceftiofur (65.9%), spectinomycin (64.4%), and amoxicillin (55.8%). High resistance rates were observed for tilmicosin (96.6%), sulfadiazine (92.8%), colistin (89.9%), apramycin (88.9%), chlortetracycline (87.5%), tiamulin (83.2%), and kanamycin (79.8%). 100% of isolates exhibited multidrug resistance, with significant variations in resistance patterns among breeds. …”
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Inferring methane emissions from African livestock by fusing drone, tower, and satellite data by A. van Hove, K. Aalstad, V. Lind, C. Arndt, V. Odongo, R. Ceriani, R. Ceriani, F. Fava, J. Hulth, N. Pirk

“…To address this issue, we developed an observing system that estimates methane emission rates by assimilating drone and flux tower observations into an atmospheric dispersion model. …”
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HTLV-1 Japanese subgroup in Brazil: phylogenetic and migratory history by Carolina Amianti, Larissa Melo Bandeira, Aline Pedroso Lorenz, Tayana Serpa Ortiz Tanaka, João Américo Domingos, Ana Rita Coimbra Motta-Castro

“…Abstract Background The retrovirus Human T-lymphotropic virus type 1 is classified into different subtypes, and due to its low evolutionary rates, it can be used to explore geographic patterns of origin and dispersion of human populations. …”
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Sustainable development of mortgage lending: economic challenges and prospects by J.S. Mukhamedov, T.S. Sokira, Z. Kuldasheva

“…As a result, a forecasting model was developed, incorporating GDP growth, lending interest rates, and the level of non-performing loans as independent variables. …”
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THE RELEVANCE OF A COMPREHENSIVE ANALYSIS OF MEDICAL AND DEMOGRAPHIC PROBLEMS IN CONNECTION WITH THE HARMFUL EFFECTS ON HUMANS OF ENVIRONMENTAL FACTORS IN KUZBASS by Андрей Георгиевич Петров, Виктор Андреевич Семенихин, Ольга Владимировна Хорошилова, Сергей Николаевич Филимонов, Юлия Александровна Сашко

“…In Kuzbass, in comparison with the Russian Federation, the mortality rates of the population are higher and life expectancy is lower, and there are higher mortality rates of the population from most of the most common causes of death than in the Russian Federation. …”
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Spatial analysis of under-five mortality in Africa using geographically weighted poisson regression by Johnson Adedeji Olusola, Adedeji Adigun Oyinloye, Kemi F. Akeju, Ropo Ebenezer Ogunsakin, Sibusiso Moyo

“…The disparities in child mortality rates can be attributed to socioeconomic and environmental inequalities across nations. …”
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Investigation of the effect of deprivation on the burden and management of venous leg ulcers: a cohort study using the THIN database. by Emily S Petherick, Nicky A Cullum, Kate E Pickett

“…<h4>Background</h4>There has been limited examination of the contribution of socio-economic factors to the development of leg ulcers, despite the social patterning of many underlying risk factors. No previous studies were found that examined social patterns in the quality of treatment received by patients with leg ulcers.…”
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Prevalence and predictors of substance use as a factor in suicide in the USA, 2015–2020: a repeated cross-sectional analysis by Julie A Phillips

“…Background US rates of substance abuse and suicide mortality increased dramatically in recent years, but little is known about how rising rates of drug and alcohol use are associated with suicide. …”
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Resonance-Driven Discrete Growth and Chemical Reactivity of Optically Levitated Droplets by Kaiqi Zhang, Grégory David, Yue Zhao, Hua-Yun Xiao, Ruth Signorell, Chenxi Li

“…By combining Mie theory-based analysis of the stimulated Raman scattering and droplet thermodynamics, we develop an approach to retrieve the key properties (e.g., temperature, pH, and molality) of thermally locked droplets and demonstrate that chemistry-driven thermal locking results in a signature particle growth pattern. Comparison of sulfate formation rates in locked versus unlocked droplets further reveals that thermal locking can accelerate chemical reactions or even change the dominant mechanism by promoting photoinduced reaction pathways. …”
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Regional Climate Drives Spatial Variation in Species Richness in the Most Diverse Family of Neotropical Snakes (Colubroidea: Dipsadidae) by Juan P. Ramírez, Julián A. Velasco, Tod W. Reeder

“…Under these hypotheses, climate can determine the richness of regions in two main ways: (1) directly, by determining their carrying capacity, or (2) indirectly, through its effects on either (a) lineage diversification (i.e., the rates of speciation and/or extinction), or (b) the duration over which regions have been accumulating species. …”
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Temporal trends and future projections of cysticercosis-induced epilepsy: insights from the global burden of disease study 2021- a cross-sectional study by Siyuan Yang, Xiaoyu Ji, Xuebo Sun

“…However, the global prevalence and YLDs rates of CIE declined from 1992 to 2021, with estimated annual percentage change (EAPC) of −1.281 (95% CI: −1.373 to −1.19) and −1.878 (95% CI: −1.961 to −1.794). …”
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A Systematic Review of Tobacco Smoking Prevalence and Description of Tobacco Control Strategies in Sub-Saharan African Countries; 2007 to 2014. by Rachel Brathwaite, Juliet Addo, Liam Smeeth, Karen Lock

“…Rwanda had the highest prevalence of women smokers (12.6%) and Ghana had the lowest (0.2%). Rural, urban patterns were inconsistent. Most countries have implemented demand-reduction measures including bans on advertising, and taxation rates but to different extents.…”
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Polymicrobial Prosthetic Joint Infections: Unraveling Risk Factors and Outcomes in a Single-Center Study by Álvaro Auñón, Ignacio Ortiz, Salvador Peñarrubia, Carmen Álvaro, Estíbaliz Torrecilla-Sádaba, Joaquin Garcia-Cañete, Jaime Esteban

“…Patients with polymicrobial infections had higher rates of obesity, insulin-dependent diabetes, and higher Charlson comorbidity scores. …”
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