Examining Deep Learning Techniques for Ethical Artificial Intelligence: Cleansing Malicious Comments from Users by Ji Woong Yoo, Kyoung Jun Lee, Arum Park

“…This study adds to the existing research by showing how advanced deep learning techniques can effectively identify and classify harmful comments by analyzing complex language patterns.…”
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EFFECT OF THE EXTENT OF MEDIASTINAL LYMPHODISSECTION ON THE RESULTS OF COMBINED MODALITY TREATMENT FOR STAGE IIIA (N2 ) NON-SMALL CELL LUNG CANCER by E. O. Mantsyrev, A. V. Vazhenin, O. A. Gladkov, A. A. Lukin, M. N. Mironchenko, Ya. A. Gnatyuk, S. N. Timofeev

“…The median disease progression-free survival was 31 months and 14.5 months and the overall 5-year survival rates were 43,4 % and 16 %, respectively (p<0,05). …”
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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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OUTLIER IDENTIFICATION ON PENALIZED SPLINE REGRESSION MODELING FOR POVERTY GAP INDEX IN JAVA by Anggita Rizky Fadilah, Anwar Fitrianto, I Made Sumertajaya

“…Three of six provinces, including DI Yogyakarta, Central Java, and East Java still have poverty rates above national rates in March 2020. This problem indicates that an imbalance in poverty happens between those regions. …”
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Differential accumulation of secondary metabolites as indicators of graft incompatibility in Cyclocarya paliurus by Sun Caowen, Xu Run, Guo Xuchen, Shang Xulan, Fang Shengzuo

“…In the grafted seedlings of C. paliurus, ferulic acid, glycitein, dihydromyricetin, pinocembrin, and apigenin exhibited distinct accumulation patterns. These findings revealed the regulatory patterns within the phenylpropanoid biosynthesis pathway for predicting graft success in C. paliurus. …”
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Williams Syndrome and Agreement: The Case for Spanish Speakers by Antònia Llull Febrer, Lluís Barceló-Coblijn, Elga Cremades

“…The analysis was conducted using Netlang 1.0.0—a piece of corpus annotation software—based on Dependency Grammar, to capture agreement patterns among determiners, nouns, and adjectives. …”
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Clustering Library Loan Books Using K-Means Clustering by Mawar Indah Tanjung, Sriani Sriani

“…This study aims to classify books based on borrowing patterns to provide insights into library collection management. …”
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Who underreports smoking on birth records: a Monte Carlo predictive model with validation. by Thomas G Land, Anna S Landau, Susan E Manning, Jane K Purtill, Kate Pickett, Lauren Wakschlag, Vanja M Dukic

“…Our results illustrate non-uniform patterns of underreporting of smoking during pregnancy among different populations. …”
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Advanced predictive disease modeling in biomedical IoT using the temporal adaptive neural evolutionary algorithm by Chandragandhi S, Arvind C, Srihari K

“…Experimental evaluations demonstrate TANEA’s superior performance over traditional methods, achieving improved accuracy, reduced computational overhead, and faster convergence rates. The algorithm’s adaptability to various biomedical data patterns enables more effective real-time monitoring and decision-making in IoT-based healthcare environments. …”
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Joint estimation of hand-foot-mouth disease model and prediction in korea using the ensemble kalman filter. by Wasim Abbas, Sieun Lee, Sangil Kim

“…The implications of our findings suggest a notable shift in transmission and recovery rates, starting in 2015.<h4>Discussion</h4>The model successfully predicted the peak and magnitude of HFMD outbreaks occurring between June and December, closely matching the observed epidemic patterns. …”
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A Comprehensive Assessment of Ayurvedic Patient Care Services in a Modern Medicine Public Tertiary Care Hospital by Renuka Munshi, Santosh Kadam

“…Over five years patient retention rates exhibited a gradual increase signifying a higher level of patient satisfaction and loyalty towards Ayurvedic treatments. …”
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Analysis of influencing factors on recurrence and metastasis of pT1b ~ pT4aNOM0 esophageal squamous cell carcinoma after radical surgery in Northeast Sichuan region by Wenxia Ren, Lei Yu, Yu Cui, Daiyuan Ma

“…Abstract Background The incidence and mortality rates of esophageal cancer are high, yet public awareness of this disease remains low, particularly in the northeastern Sichuan region. …”
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Retrospective Study 2019–2021 of Antimicrobial Resistance in <i>Escherichia coli</i>, <i>Klebsiella pneumoniae</i>, and <i>Proteus mirabilis</i> in Mexicali, Mexico by Dolores A. Márquez-Salazar, Ricardo Delgadillo-Valles, Gerson N. Hernández-Acevedo, Edwin Barrios-Villa, Raquel Muñiz-Salazar, Gilberto López-Valencia, Rafael Martínez-Miranda, Jonathan Arauz-Cabrera

“…Community-acquired infections caused by Enterobacterales are a growing public health concern, particularly in border regions where patient mobility may influence resistance patterns. Antimicrobial resistance (AMR) surveillance is critical for establishing local treatment guidelines. …”
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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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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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Epidemiological characteristics of acute viral and mycoplasma respiratory infections in Yongzhou, China: a retrospective descriptive study by Ying Jiang, Ying Jiang, Junyan Lu, Junyan Lu, Zhengrong Tan, Zhengrong Tan, Hanmei Wan, Hanmei Wan, Min Tang, Min Tang, Jiani Li, Jiani Li, Tao Zhou, Tao Zhou, Wenlong Tang, Wenlong Tang

“…Significant seasonal variations were observed, with winter showing the highest pathogen detection rates (49.04%, p &lt; 0.001), and seasonal patterns changed notably during the COVID-19 pandemic. …”
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ESTIMATION OF THE ASYMMETRIC VERTICAL VARIATION OF THE SOUTHERN AND NORTHERN HEMISPHERES OF THE EARTH by Wen-Bin Shen Wen-Bin Shen, Rong Sun Rong Sun, Yu. Barkin, Ziyu Shen Ziyu Shen

“…Transformation between the velocity fields under ITRF2008 and ITRF2000 can explain why different authors have different conclusions about the expan­sion/compression pattern of one hemisphere or the other. Anyway, the entire Earth is expanding at a rate about 0.2 mm/yr, and this estimation coincides with results of our previous studies. …”
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Analysis of complications of laparoscopic management of abdominal diseases related to extended indications by Kazimierz Rembiasz, Andrzej Bobrzyński, Andrzej Budzyński, Marcin Strzałka, Anna Gwóźdź, Marcin Migaczewski, Anna Zub

“…Introduction: The introduction of minimally invasive procedures has changed the pattern of surgical complications.Some were only incidentally described in open surgery. …”
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Spatial Characterization of Channeling in Sheared Rough‐Walled Fractures in the Transition to Nonlinear Fluid Flow by Robert Egert, Fabian Nitschke, Maziar Gholami Korzani, Thomas Kohl

“…The small‐scale flow regime of both extreme cases tends to converge with increasing flow rates.…”
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Public health surveillance of tropical diseases in Madagascar: a scoping review of population burden, intervention strategies, and health system responses by Mamy Jayne Nelly Rajaofera, Wei Liu, Sylvana Tomboanona, Alphonsine Mboty Reziky, Dai Kuang, Qianfeng Xia

“…Results Madagascar shows divergent disease patterns compared to regional averages. Malaria represents the biggest concern, with cases up 132% and deaths up 278% by 2023, now exceeding regional rates. …”
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