An optimized domain-specific shrimp detection architecture integrating conditional GAN and weighted ensemble learning by L. Ravi Kumar, Ravi Kumar Tata, T. R. Mahesh, Endris Mohammed Ali

“…Abstract Deep learning primarily operates on images which contain hidden patterns that are quantified through pixel intensities. …”
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Site selection evaluation of transmission lines in desert areas based on wind-sand physics by Moxian Dai, Moxian Dai, Yanbing Wang, Shu Zhu, Hongchao Dun, Hongchao Dun

“…The study findings reveal that global desert sand movement exhibits distinct spatial distribution patterns. Temporally, all monitored regions demonstrate a continuous intensification of sand drift potential, with South America showing the most rapid growth rate, while Asia and Africa maintain relatively stable patterns. …”
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Evaluation of Tru-Cut biopsy in differential diagnosis and challenges in breast adenoid cystic carcinoma on a case basis by İlyas Sayar, Ufuk Memiş, Sami Bilici, Nurten Arslan Isik

“…It is important to search for different patterns in addition to double cell population and pay attention to the material in the lumens in breast Tru-Cut biopsies that contain AdCC patterns that may cause the diagnosis of IBC and DCIS in error. …”
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Tree seed dispersal modes affect forest resilience along savanna-forest boundaries by Max van der Ree, Gerard T Barkema, Arie Staal

“…We find that forest recruitment rate and resilience are more sensitive to forest pattern morphology when trees are dispersed by birds than by wind. …”
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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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Q-Methodology to Identify perceptions of deceased organ donation in the UK by R. M. Muaid, T. Chesney

“…Attitude towards organ donation is predominantly positive in the UK, however, donation rate remains low. To develop more effective interventions, this research aims to examine the behavioural barriers in organ donations using Q methodology to elicit patterns of overlap among different barriers and motivators.Method. …”
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Weight loss with real-world doravirine use in the OPERA cohort: a US-based cohort study by Karam Mounzer, Laurence Brunet, Michael Sension, Ricky K. Hsu, Michael D. Osterman, Jennifer S. Fusco, Yohance O. Whiteside, Gregory P. Fusco

“…The study population was characterized and a linear mixed model was used to estimate rates of weight change on DOR. Results were stratified by sex, by patterns of efavirenz (EFV) and/or tenofovir disoproxil fumarate (TDF) use before/after switch to DOR, and by integrase inhibitor (INSTI) & tenofovir alafenamide (TAF) use combination (restricted to individuals who maintained the same combination before/after switch). …”
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Real-world study of first-line immunotherapy combined with chemoradiotherapy in esophageal squamous cell carcinoma by Xiaohan Zhao, Chengang Weng, Wuhan Yang, Hongmei Gao, Hesong Wang, Wenzhao Deng, Shuchai Zhu, Wenbin Shen

“…Primary outcomes included overall survival (OS) and progression-free survival (PFS), with secondary outcomes being objective response rate (ORR), disease control rate (DOR), treatment-related adverse events (trAEs), and treatment failure patterns. …”
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Monitoring and Evaluation of Fish Passage Effectiveness in Nature-like Fishway of Sanghe River Secondary Hydropower Station by SHEN Chun-ying, WANG Jing-chao, QIN Xin, CHEN Yu-bin, XUE Ru-zhan

“…[Objective] With the continuous expansion of China’s water conservancy infrastructure, hydraulic structures such as dams and sluice gates have obstructed fish migration routes and altered hydrological regimes both upstream and downstream. …”
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Multiscale Water Cycle Mechanisms and Return Flow Utilization in Paddy Fields of Plain Irrigation Districts by Jie Zhang, Yujiang Xiong, Peihua Jiang, Niannian Yuan, Fengli Liu

“…We propose an integrated optimization strategy combining tillering-stage irrigation/drainage control, multiscale hydraulic interception (control gates and pond weirs), and dynamic watershed storage scheduling. …”
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An Iterative Pixel-Based Dimensional Voting Model for High Spatial-Resolution Image Classification by Muhamad Asyraf Mohd Pouzi, Haza Nuzly Abdull Hamed, Muhammad Razib Othman, Hishammuddin Asmuni, Mohd Adham Isa, Husni Ruslai

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Experimental study on instability and failure mechanism of sandstone under freeze-thaw and load. by Wenyu Lv, Ru You, Chuangye Wang, Zhihe Wang, Yongping Wu, Panshi Xie, Chao Lyu, Sheng Luo, Yichen Li

“…Notably, the attenuation constant λ follows a monotonically decreasing pattern with increasing loading rate. Failure mode analysis reveals that sandstone predominantly exhibits tensile-shear composite failure characteristics at complete failure, with tensile cracks dominating in quantity. …”
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Modest Rise in Caesarean Section from 2000-2010: The Dutch Experience. by Yanjun Zhao, Jun Zhang, Chantal Hukkelhoven, Pien Offerhaus, Joost Zwart, Ank de Jonge, Caroline Geerts

“…Our objective was to analyse the trends of CD rates in various subgroups of women between 2000 and 2010, and identify the practice pattern that is attributable to the relative stability of the Dutch CD rate.…”
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Geomorphic index alterations and socioeconomic implications: A case study of a Coastal River system in Bangladesh by Sukhen Goswami, Md. Masum Billah, Md Sabbir Hossen, Mehedi Hasan Ovi, Shacin Chandra Saha, Mir Md. Tasnim Alam, Probir Kumar Bhowmik, Atikul Haque Farazi, Md. Ashraful Islam, Dhiman Kumer Roy

“…Mid-channel bar formation, absent before 2000, reached 4.0 km2 by 2023, affecting flow patterns. The widening rate shifted from a maximum of 19 m/year (1980–2000, pre-sand mining) to 27 m/year (2000–2023, post-sand mining), with a peak near Doarika Bridge, which increased the vulnerability of the Barishal Airport area, averaging 3.65 m/year. …”
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Global, regional, and national trends in pulmonary arterial hypertension burden, 1990–2021: findings from the global burden of disease study 2021 by Zhenhao Liu, Liumei Mo, Liumei Mo, Wenjing Cao, Wenjing Cao, Kui Wang, Hanxian Gong, Hanxian Gong, Chen Li, Wei Pan, Wei Pan, Jinqing He

“…Age-standardized incidence rate (ASIR), death rate (ASMR), disability-adjusted life years rate (ASDR) and estimated annual percentage change (EAPC) were assessed by age, gender, and socio-demographic index (SDI) quintiles. …”
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The roles of surface processes in porphyry copper deposit preservation by B. Hadler Boggiani, T. Salles, C. Mallard, N. Atwood

“…To highlight the influence of paleo-reconstructions on exhumation rate estimates, we analyze simulated erosion rates across the Andean region using two distinct paleo-climate models and find significant spatial and temporal differences across the Central Andes. …”
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Epidemic characteristics of measles and efforts to control measles infections in Zhejiang Province, China by Rui Yan, Mengya Yang, Hanqing He, Yan Feng, Yang Zhou, Xuewen Tang, Xuan Deng, Yao Zhu, Yuxia Du, Can Chen, Cao Kexin, Shigui Yang

“…This study focused on investigating the patterns of measles infections in Zhejiang Province, China, as well as control measures. …”
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COMBINED TREATMENT OF LOCALLY-ADVANCED BLADDER CANCER by I. V. Chernyshev, Y. V. Samsonov, D. V. Perepechin, A. M. Ulbashev

“…In the group of CE + ACT the indicator achieved only 3‑year survival rate, which amounted to 43%. In the group of CE — none of the patients did not live up to 3 years, with 2‑year survival rate was 30%. …”
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Staging of Flood Season for Danjiangkou Reservoir Considering Characteristics of Plum Rain and West China Autumn Rainfall by WANG Xiao-ya, GUO Sheng-lian, WANG Jun, SHI Yi-jun, DONG Fu-qiang, YANG Hai-cong

“…Since its operation, Danjiangkou Reservoir has maintained an annual full storage rate of only 11%. How to improve this rate while ensuring flood safety remains an urgent issue. …”
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The study of functional asymmetry in students and schoolchildren practicing martial arts by Vyacheslav V. Romanenko, Olha O. Podrihalo, Leonid V. Podrigalo, Sergii S. Iermakov, Zhanna V. Sotnikova-Meleshkina, Oksana V. Bobrova

“…The number of pushes in the test, the reaction rate, and the duration of pushes were significantly higher in experienced athletes. …”
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