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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Detection of CTX-M-type ESBLs from Escherichia coli Clinical Isolates from a Tertiary Hospital, Malaysia by MKK et al.

“…The CTX-M type ESBL producing E. coli against antibiotics belonging to different families showed the highest resistance rates to Ampicillin (100%), Cefotaxime (97%), Cefuroxime (95%), and Ciprofoxacin (86%). …”
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Multiorgan tuberculosis by Đokić Milomir, Bojić Ivanko, Mikić Dragan, Mladenović Ljubiša, Begović Vesna, Kuprešanin Srđan, Mirović Veljko, Dimitrijević Jovan

“…Multiple extrapulmonary sites were reported rarely except for one anatomical site, which was reported frequently. Extrapulmonary rates increase with age, so there are marked differences in age in specific rate patterns among the sites. …”
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Vibration in a Multistage Centrifugal Pump under Varied Conditions by Ling Bai, Ling Zhou, Xiaoping Jiang, Qinglong Pang, Daoxing Ye

“…In this frame, it becomes really important to fully understand the vibration patterns of these kinds of complex machines. In this study, a vibration test bench was established to examine the vibration and stability of a cantilever multistage centrifugal pump under different flow rates. …”
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Reproductive changes among women in their 40s: A cross‐sectional study by Ingela Lindh, Finn Egil Skjeldestad, Oskari Heikinheimo, Helena Hognert, Øjvind Lidegaard, Christina Bergh, Kristina Gemzell‐Danielsson

“…Aggregated data concerning birth and induced abortion rate were collected and analyzed from national health registers. …”
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Optimizing Sulfur Fertilization for Yield and Aroma Enhancement in Fragrant Rice Under Varying Soil Sulfur Conditions by Sirilak Chaiboontha, Chananath Chanauksorn, Choochad Santasup, Fapailin Chaiwan, Chanakan Prom-u-thai

“…There was a higher grain 2AP content in the low and medium soil S levels compared to very low S, but the pattern varied according to the S application rate. …”
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Survival outcomes and prognostic impact of adjuvant chemotherapy in stage IB lung adenocarcinoma with cribriform component by Rongyang Li, Yu Zhang, Jianhao Qiu, Mingyang Zang, Zhenguo Sun

“…The results showed that both the 5-year overall survival (OS) rates (63.5% vs. 84.5%, P = 0.013) and 5-year recurrence-free survival (RFS) rates (58.7% vs. 77.7%, P = 0.033) for cribriform-positive patients were lower than those for cribriform-negative patients. …”
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Multimodal versus non-contrast computed tomography for assessment of acute ischaemic stroke: the PRACTISE RCT by Keith W Muir, Salwa El Tawil, Alex McConnachie, Alicia Murray, Ian Ford, Grant Mair, Joanna Wardlaw

“…Multimodal scans did not delay treatment or change outcomes despite lower treatment rates. The high rate of clot-busting treatment may reflect less well-targeted treatment, as reported elsewhere. …”
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The prevalence of pediatric nosocomial fungal infections by Parisa Badiee, Hadis Jafarian

“…Candida colonization was observed in 35 (18.4%) patients. The rate of nosocomial fungal infections in pediatrics was 2.69% (12 cases with proven and 27 cases with probable infections, 39/1450). …”
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Legacy Pipes Unearthed: Decrypting the Enigma of Pressure Dynamics and Burst Events in Limburg, The Netherlands by Mohamad Zeidan, Bram Hillebrand, Mirjam Blokker

“…The results indicate a consistent pattern of higher real positive percentages compared to random detection rates across the years tested. …”
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From School to School: Examining the Contours of Within-Field Switching in the Special Education Teacher Labor Market by Andrew Pendola, Frank Perrone

“…Results show that SETs switch schools at much higher rates, associated with experience, salary, and student demographics, yet generally transfer shorter distances than their peers. …”
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Experimental Reconstruction of a Nineteenth Century Lower Limb Prosthetic Peg Leg – The Box Leg by Charlotte Waller-Cotterhill

“…However, that all societies (past and present) follow a single technological trajectory just at different rates of progress would be an inaccurate assumption (Pfaffenberger, 1992). …”
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Decoding Phthorimaea operculella (Lepidoptera: Gelechiidae) in the new age of change by Silvia I. RONDON

“…Scenarios of climate variation have increased the possibility of changes in pests' biological and ecological patterns by increasing or reducing overwintering length, changes in population growth rates, number of generations, crop-pest relationship, and therefore affecting their expansion. …”
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Effect of chitosan nanoparticles loaded with platelet lysate on in vitro fertilization and early embryo development in a mouse premature ovarian failure model by Fereshte Torabi, Sareh Karimi, Fatemeh Alipour, Mohamad Javad Mirzaei-Parsa, Alireza Ebrahimzadeh-Bideskan

“…Finally, the PLCH NPs were examined for their therapeutic potential against CP-induced POF by evaluating Anti-Müllerian hormone (AMH) levels, malondialdehyde (MDA) levels, total anti-oxidant capacity (TAC), fertilization rate, and embryo development.Results: The results showed that PL’s in vitro release profile has a sustained release pattern. …”
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Echocardiographic assessment of left atrial structural and functional changes after catheter ablation in paroxysmal atrial fibrillation with preserved ejection fraction by Qi Zhang, Nan Nan Liu, Jing Shu Sun, Zu Lu Wang, Ming Liang, Gui Shen Li, Mei Yi Wang

“…At 1 month and 3 months post-ablation, LA diameter (LAD), end-systolic/diastolic volumes, and volume index (LAVI) were significantly reduced, while left atrial appendage flow velocity (LAA-V), LAEF, LVEF, peak LA systolic strain (LASRs), and related strain rates were increased (all P < 0.05). Cox regression analysis showed that the 1-month LASRs recovery rate (ΔLASRs) was an independent predictor of AF recurrence (hazard ratio = 0.72, 95% confidence interval: 0.54–0.96, P = 0.023). …”
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Understanding the influence of precipitation and nitrogen depositions on the soil health and growth indices of invasive (Solidago canadensis L.) and native (Wedelia chinesis) assoc... by Ismail Khan, Muhammad Tariq, Faisal Nadeem, Muhammad Sadiq Khan, Sulaiman Ali Alharbi, Saleh Alfarraj, Sezai Ercisli, Ayse Usanmaz Bozhuyuk, Ping Zhuang

“…Variable precipitation patterns and nitrogen (N) deposition rates have influenced plant community structure and productivity in different ecosystems. …”
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Space–Time Dynamics of Mortality and Recruitment of Stems and Trees in a Seasonally Dry Tropical Forest: Effect of the 2012–2021 Droughts by Maria Beatriz Ferreira, Rinaldo Luiz Caraciolo Ferreira, Jose Antonio Aleixo da Silva, Robson Borges de Lima, Alex Nascimento de Sousa, Marcos Vinícius da Silva

“…An accumulative effect of droughts on increasing mortality rates and reducing recruitment during the study period was observed. …”
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Non-temperature environmental drivers modulate warming-induced 21st-century permafrost degradation on the Tibetan Plateau by Fu Ziteng, Wu Qingbai, Chen Anping, Wang Luyang, Jiang Guanli, Gao Siru, Yun Hanbo, Chen ji

“…By compiling a 20-year (2001–2020) dataset from 55 in situ monitoring sites, we find permafrost thawing rates increased from 45 ± 15 cm·10a− 1 (2001–2010) to 86 ± 30 cm·10a−1 (2011-2020), while the temperature increasing rates at the top of permafrost rose from 0.15 ± 0.16 oC·10a−1 to 0.38 ± 0.22 oC·10a−1. …”
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Impact of COVID-19 on Ureteroscopy Management of Urolithiasis: Retrospective Comparative Study Before and After Pandemic by Shota Iijima, Takanobu Utsumi, Naoki Ishitsuka, Takahide Noro, Yuta Suzuki, Yuka Sugizaki, Takatoshi Somoto, Ryo Oka, Takumi Endo, Naoto Kamiya, Hiroyoshi Suzuki

“…Referral sources shifted (<i>p</i> = 0.045), with fewer primary care referrals and more from emergency or higher-level hospitals. Stone-free rates (65.6% vs. 58.7%, <i>p</i> = 0.128) and postoperative complication rates were comparable. …”
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Potential suitable area prediction of invasive weeds Tithonia diversifolia A. Gray and Synedrella nodiflora L. Gaertn. in China based on the optimized MaxEnt model by Jing XIE, Nishan DUAN, Lijie KONG, Ruiyi XU, Ruoyu AN, Lijuan ZHOU

“…ResultThe standard deviation of temperature seasonal change and the average temperature in the coldest quarter were the main environmental variables affecting the distribution of T. diversifolia, and the sum of their contribution rates reached 70.8%. The range of annual average temperature change, annual average precipitation and precipitation in the wettest month were the main environmental variables affecting the distribution of S. nodiflora, with the sum of their contribution rates reaching 76.7%. …”
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