RvXmBlendNet: A Multi-architecture Hybrid Model for Improved Skin Cancer Detection by Farida Siddiqi Prity, Ahmed Jabid Hasan, Md Mehedi Hassan Anik, Rakib Hossain, Md. Maruf Hossain, Sazzad Hossain Bhuiyan, Md. Ariful Islam, Md Tousif Hasan Lavlu

“…However, despite the progress made with hybrid models, many existing approaches still face challenges, such as limited generalization across diverse datasets, vulnerability to overfitting, and difficulty in capturing complex patterns. As a result, there is a growing need for more robust and effective hybrid models that integrate multiple architectures and advanced mechanisms to address these challenges. …”
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Modeling soil respiration in summer maize cropland based on hyperspectral imagery and machine learning by Fanchao Zeng, Fanchao Zeng, Jinwei Sun, Huihui Zhang, Lizhen Yang, Xiaoxue Zhao, Jing Zhao, Xiaodong Bo, Yuxin Cao, Fuqi Yao, Fenghui Yuan, Fenghui Yuan

“…The XGBoost model can also effectively capture the impact of drought treatments on SR.DiscussionThe XGBoost model’s tree-based structure allows it to effectively capture complex interactions and nonlinear patterns within variables, while its high sensitivity to changes in SR rates under drought conditions makes it more reliable for modeling SR across different growth stages compared to the linear-based MLR model. …”
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Foliar Application and Translocation of Radiolabeled Zinc Oxide Suspension vs. Zinc Sulfate Solution by Soybean Plants by Anita Beltrame, João Paulo Rodrigues Marques, Mariana Ayres Rodrigues, Eduardo de Almeida, Márcio Arruda Bacchi, Elisabete Aparecida De Nadai Fernandes, Rafael Otto, Hudson Wallace Pereira de Carvalho

“…The present study employed a ⁶⁵Zn radioactive isotope as a tracer to investigate the foliar uptake and distribution patterns of ZnO concentrated suspension- and ZnSO₄ solution-sprayed on soybean plant leaves. …”
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PRMT5 inhibition has a potent anti-tumor activity against adenoid cystic carcinoma of salivary glands by Vasudha Mishra, Alka Singh, Michael Korzinkin, Xiangying Cheng, Claudia Wing, Viktoria Sarkisova, Ashwin L. Koppayi, Alexandra Pogorelskaya, Oksana Glushchenko, Manu Sundaresan, Venkat Thodima, Jack Carter, Koichi Ito, Peggy Scherle, Anna Trzcinska, Ivan Ozerov, Everett E. Vokes, Grayson Cole, Frank W. Pun, Le Shen, Yuxuan Miao, Alexander T. Pearson, Mark W. Lingen, Bruce Ruggeri, Ari J. Rosenberg, Alex Zhavoronkov, Nishant Agrawal, Evgeny Izumchenko

“…Methods After thoroughly evaluating the gene expression and signaling patterns characterizing ACC, we applied PandaOmics (an AI-driven software platform for novel therapeutic target discovery) on the unique transcriptomic dataset of 87 primary ACCs. …”
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Neural Correlates of Social Perception Deficit in Schizophrenia: An Event-related Potential Study by Jiang-juan Li, Xin-ping Li, Jia-min Han, Yi-fan Sun, Xiao-hong Liu, Xue-zheng Gao, Li-min Chen, Zhen-he Zhou, Hong-liang Zhou

“…Conclusions: Schizophrenia patients present impaired social perception, and the observed ERP patterns provide valuable insights into the neural mechanisms underlying the EIRT results, highlighting the differences between HCs and schizophrenia patients. …”
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Waterbird diversity and its influencing factors in various types of coastal wetlands in the Bohai Rim region by Mengdi FU, Jun WANG, Chunfei HOU, Junsheng LI, Jiade BAI, Yuanyuan ZHANG

“…This study surveyed waterbird diversity across 17 coastal wetlands in the Bohai Rim region from 2018 to 2023 to identify community composition, analyze spatial and temporal patterns, and examine the key factors influencing waterbird diversity across various wetland types. …”
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Protocol for Rhapsody: a longitudinal observational study examining the feasibility of speech phenotyping for remote assessment of neurodegenerative and psychiatric disorders by Allan H Young, Rebecca Strawbridge, Ammar Al-Chalabi, Dag Aarsland, Aleksandra Podlewska, Ray Chaudhuri, Elliot Hampsey, Marton Meszaros, Caroline Skirrow, Rosie H Taylor, Lazarus Chok, Jack Weston, Emil Fristed, Olabisi Awogbemila

“…Additionally, the study evaluates if acoustic and linguistic patterns can predict diagnostic group, as measured by the sensitivity, specificity, Cohen’s kappa and area under the receiver operating characteristic curve of the binary classifiers distinguishing each diagnostic group from each other. …”
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Multiparameter resting-state functional magnetic resonance imaging as an indicator of neuropsychological changes in Binswanger’s disease with mild cognitive impairment by Haiyi Zhang, Lu Zhang, Juan Lu, Jiajun Yue, Zhengzhen Yuan, Jidan Hu, Qi Yao, Yuting Fu, Guiquan Chen, Jiliang Fang, Jie Zhao

“…The results of ICA revealed that patients diagnosed with BD-MCI exhibited abnormal connectivity patterns across 12 groups of independent components and 5 distinct groups of brain networks. …”
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An improved statistical bias correction method for Global Climate Model (GCM) precipitation projection: A case study on the CMCC-CM2-SR5 model projection in China’s Huaihe River Ba... by Yuning Luo, Ke Zhang, Wen Wang, Xinyu Chen, Jin Feng, Haijun Wang, Wei Liu, Cheng Guo, Cuiying Chen, Xiaozhong Wang

“…The Expert Team on Climate Change Detection and Indices (ETCCDI) extreme precipitation indices and spatial patterns of extreme precipitation in July 2020 in the observations and bias-corrected data were then compared to evaluate the effectiveness of these methods on capturing precipitation extremes.New hydrological insights for the region: Results show that the LS-EDCDF method outperforms the other three methods in correcting monthly CDFs, reducing biases, and preserving extreme precipitation. …”
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Trends in <i>Escherichia coli</i> and <i>Klebsiella pneumoniae</i> Urinary Tract Infections and Antibiotic Resistance over a 5-Year Period in Southeastern Gabon by Yann Mouanga-Ndzime, Cyrille Bisseye, Neil-Michel Longo-Pendy, Michelle Bignoumba, Anicet-Clotaire Dikoumba, Richard Onanga

“…The aim of this study was to analyze the temporal patterns of <i>Escherichia coli</i> and <i>Klebsiella pneumoniae</i> UTIs and antibiotic resistance, taking into account various sociodemographic, clinical, and climatic factors within the study population. …”
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Optimization of cross-sectional shape and support parameters of headgate in fully mechanized coal seam with large dip angle and close distance by Kun PAN, Wenjun JU, Junchao WANG, Housheng JIA, Biao HOU, Yinwei WANG, Zhiming ZHANG

“…The research results indicate that under the conditions of intense mining of steeply inclined coal seams, regardless of how the roadway cross-section changes, the form of surrounding rock failure always exhibits the maximum depth of failure towards the roof, and due to the strong stress sensitivity of the plastic zone near the upper working face area, the range and depth of the plastic zone reach a maximum, However, there are significant differences in the overall failure patterns and distribution ranges of the plastic zone among the three cross-sectional shapes. …”
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Cardiac and respiratory activities induce temporal changes in cerebral blood volume, balanced by a mirror CSF volume displacement in the spinal canal by Pan Liu, Kimi Owashi, Heimiri Monnier, Serge Metanbou, Cyrille Capel, Olivier Balédent

“…CBV and CSFV curves demonstrated strong coupled inverse oscillation under both breathing conditions, with consistent CSF inflow toward the intracranial compartment during inspiration.This study quantifies the contributions of cardiac and breathing activities to CBV and CSFV under varying breathing patterns, confirming that CBV changes, driven by cardiac and respiratory activities, are strongly inversely coupled with CSF oscillations. …”
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Profiles of Killer Systems and Volatile Organic Compounds of Rowanberry and Rosehip-Inhabiting Yeasts Substantiate Implications for Biocontrol by Iglė Vepštaitė-Monstavičė, Juliana Lukša-Žebelovič, Violeta Apšegaitė, Raimondas Mozūraitis, Robertas Lisicinas, Ramunė Stanevičienė, Laima Blažytė-Čereškienė, Saulius Serva, Elena Servienė

“…It was revealed that the patterns of emitted volatiles are yeast species-specific. …”
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Characteristics of patients with undiagnosed stage 3 chronic kidney disease: results from an observational study (REVEAL-CKD) in ChinaResearch in context by Sheng Nie, Shiyu Zhou, Claudia Cabrera, Shan Chen, Mengyun Jia, Shiyu Zhang, Licong Su, Qi Gao, Navdeep Tangri, Fan Fan Hou

“…The improved prescription patterns and the attenuation of eGFR decline post-diagnosis demonstrate the importance of early diagnosis and timely intervention in CKD patients. …”
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Risk Factors of Bacteremia following Multiple Traumas by Hak-Jae Lee, Eol Choi, Nak-Joon Choi, Hyun-Woo Sun, Jae-Suk Lee, Jeong-Woo Lee, Tae-Yoon Kim, Yoon-Joong Jung, Suk-Kyung Hong

“…The aim of this study was to identify risk factors and to describe epidemiological patterns for early onset (EOB) and late onset (LOB) bacteremia after trauma. …”
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Half-Elemental Diet Shifts the Human Intestinal Bacterial Compositions and Metabolites: A Pilot Study with Healthy Individuals by Jun Miyoshi, Daisuke Saito, Mio Nakamura, Miki Miura, Tatsuya Mitsui, Toru Kudo, Shinnosuke Murakami, Minoru Matsuura, Tadakazu Hisamatsu

“…There were differences in the gut bacterial compositions and metabolites at each time point as well as overtime changing patterns between subjects. Several bacteria and metabolites including short-chain fatty acids and bile acids altered significantly across the subjects. …”
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Dietary intakes, food behaviours, and health indicators among Métis youth in Manitoba, Canada by Chantal Perchotte, Olena Kloss, Joyce Slater, Alan Katz, Bhanu Pilli, Aynslie Hinds, Marcelo L Urquia, Julianne Sanguins, Chris Green, Jaime Cidro, Dan Chateau, Nathan Nickel, Thomas Falkenberg

“…Conclusions: The dietary intakes observed in this study, both among Métis and non-Métis youth, are concerning. Many have dietary patterns that put them at risk for developing health issues in the future. …”
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Temperature-Related Bioclimatic Variables Play a Greater Role in the Spatial Distribution of Bumblebee Species in Northern Pakistan by Muhammad Naeem, Arzoo Rani, Weiyao Lyu, Huaibo Zhao, Maryam Riasat, Saail Abbas, Sabir Hussain, Nawaz Haider Bashir, Qiang Li, Huanhuan Chen

“…Despite this, no research has yet been conducted on the distribution patterns of bumblebee species in this region. The current study aimed to model the spatial distribution of three important bumblebee species: <i>Bombus haemorrhoidalis</i>, <i>B. rufofasciatus</i>, and <i>B. subtypicus</i> in northern Pakistan. …”
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Carboplatin-resistance-related DNA damage repair prognostic gene signature and its association with immune infiltration in breast cancer by Shuwen Dong, Anqi Li, Ruixin Pan, Jin Hong, Zheng Wang, Kunwei Shen

“…Our analysis indicated that this model is associated with immune infiltration patterns in breast cancer patients, particularly concerning CD8+ T cells and NK cells. …”
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A multi-model feature fusion based transfer learning with heuristic search for copy-move video forgery detection by Hessa Alfraihi, Muhammad Swaileh A. Alzaidi, Hamed Alqahtani, Abdulbasit A. Darem, Ali M. Al-Sharafi, Ahmad A. Alzahrani, Menwa Alshammeri, Abdulwhab Alkharashi

“…Digital image fakes mean adding infrequent patterns to the unique images, which causes a heterogeneous method in image properties. …”
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