Detection and classification of long terminal repeat sequences in plant LTR-retrotransposons and their analysis using explainable machine learning by Jakub Horvath, Pavel Jedlicka, Marie Kratka, Zdenek Kubat, Eduard Kejnovsky, Matej Lexa

“…Positional analysis identified a mixture of interesting features, many of which had a preferred absolute position within the LTR and/or were biologically relevant, such as a centrally positioned TATA-box regulatory sequence, and TG..CA nucleotide patterns around both LTR edges. …”
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Evaluating the effects of volume censoring on fetal functional connectivity by Jung-Hoon Kim, Josepheen De Asis-Cruz, Kevin M. Cook, Catherine Limperopoulos

“…Fetuses’ FC profiles significantly predicted average FD (r = 0.09 ± 0.08; p < 10–3) after regression, suggesting a lingering effect of motion on whole-brain patterns. To dissociate head motion and the FC, we used volume censoring and evaluated its efficacy in correcting motion at different thresholds. …”
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Research and analysis of differential gene expression in CD34 hematopoietic stem cells in myelodysplastic syndromes. by Min-Xiao Wang, Chang-Sheng Liao, Xue-Qin Wei, Yu-Qin Xie, Peng-Fei Han, Yan-Hui Yu

“…<h4>Results</h4>Our analysis of differentially expressed genes (DEGs) in CD34+ hematopoietic stem cells (HSCs) from patients with myelodysplastic syndromes (MDS) revealed significant differences in gene expression patterns compared to the control group (individuals without MDS). …”
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Advancing the EcoVeg approach as a terrestrial ecosystem typology: From global biomes to local plant communities by Don Faber‐Langendoen, David A. Keith, Javier Loidi, Eileen H. Helmer, Wolfgang Willner, Gonzalo Navarro, John Hunter, Changcheng Liu, Reginald T. Guuroh, Patricio Pliscoff

“…The EcoVeg approach was used to develop the International Vegetation Classification (IVC) and various national classifications, which integrate patterns of vegetation growth form, structure, and floristics with ecological and biogeographic drivers at multiple spatial scales, from global formations to local plant communities. …”
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Exploring family physicians’ experiences with electronic prescribing platforms in primary healthcare centers in Hail, Saudi Arabia: a qualitative study by Bader Alshoumr, Abdullah Alkhalaf, Hend Alkwai, Yazed Alsowaida, Ghaliah Alfehaid, Badr Alnasser

“…Thus, this study aims to explore the perspectives, usage patterns, and perceived impacts of an ePrescribing platform, named Wasfaty, which has been adopted in primary healthcare centers by family physicians in Hail region in Saudi Arabia. …”
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Early Diabetic Retinopathy Detection from OCT Images Using Multifractal Analysis and Multi-Layer Perceptron Classification by Ahlem Aziz, Necmi Serkan Tezel, Seydi Kaçmaz, Youcef Attallah

“…In parallel, machine learning has shown considerable promise in supporting early disease recognition by uncovering complex and often imperceptible patterns in image data. <b>Methods:</b> This study introduces a novel framework for the early detection of DR through multifractal analysis of OCT images. …”
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Comparison and Evaluation of Rain Gauge, CMORPH, TRMM PR and GPM DPR KuPR Precipitation Products over South China by Rui Wang, Huiping Li, Hao Huang, Liangliang Li

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Resource potential and extraction technique design for helium in coal measures by Lei WANG, Maoyin TANG

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Medical Device Failure Predictions Through AI-Driven Analysis of Multimodal Maintenance Records by Noorul Husna Abd Rahman, Khairunnisa Hasikin, Nasrul Anuar Abd Razak, Ayman Khallel Al-Ani, D. Jerline Sheebha Anni, Prabu Mohandas

“…The study proves a reduction in intervention from 18 to 8 features and a reduction in training time from 1660.5 to 901.66 seconds for comprehensive model development.…”
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Language Culture and Land Use: A Case Study of the Dialect Cultural Regions in Anhui Province, China by Xiyu Chen, Guodong Fang, Jia Kang, Bo Hong, Ziyou Wang, Wuyun Xia

“…The unity of material and spiritual civilization is among the important criteria for sustainable development and modernization construction. However, defining the relationship between the two has posed a challenge to researchers. …”
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Paleogeomorphology reconstruction and its control on sand dispersal systems: a case study from the Pinghu formation in the Hangzhou slope belt, Xihu Sag, East China sea shelf basin by Lanzhi Qin, Jie Xu, Jie Xu, Jie Xu, Donghao Xu, Hao Liu, Hao Liu, Hao Liu, Kun Cai

“…This study applies the seismic virtual extrapolation method and mudstone sonic analysis to reconstruct the paleogeomorphology of the Pinghu Formation in the Hang-zhou Slope Belt of the Xihu Sag, aiming to elucidate the control of paleogeomorphic features on sedimentary sand body distribution. Based on detailed geological investigation and sedimentary analysis, combined with paleogeomorphic reconstruction techniques, geomorphic units and their spatial assemblages are identified, and the mechanisms by which variations in paleogeomorphic morphology and slope gradient influence sediment dispersal patterns are revealed. …”
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Monte Carlo method for determination and analysis damage to the power system by D. E. Marmysh, U. I. Babaed

“…Based on indicators of the stress state, the algorithms for numerically assessing the dangerous volume and integral damage using the Monte Carlo methods, have been developed. Based on the pattern of distribution of stress fields, the technique of determining the area for randomly generating integration nodes is described. …”
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Protocol for ‘Re: CBT Dialysis’: a realist evaluation—why, for whom and in what circumstances does cognitive behaviour therapy work for people with depressive symptoms receiving di... by Joanne Greenhalgh, Kara Schick-Makaroff, Scott Klarenbach, Megan Kennedy, Richard Sawatzky, Katrin Micklitz, Daniel Cukor, Hubert Wong, Charlotte Berendonk, Loretta Lee, Lori Suet Hang Lo

“…Realist methodology is a theory-driven approach that seeks to explain how generative mechanisms are shaped by contextual features, giving rise to outcome patterns. We will begin by developing an initial programme theory (IPT) from the literature and interviews with CBT therapists to understand how CBT is intended to work and for whom. …”
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Genome-wide fine-scale recombination rate variation in Drosophila melanogaster. by Andrew H Chan, Paul A Jenkins, Yun S Song

“…The average recombination rate of the X chromosome appears to be higher than that of the autosomes in both populations, and this pattern is much more pronounced in the African population than the North American population. …”
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Community-based conservation with formal protection provides large collateral benefits to Amazonian migratory waterbirds. by João Vitor Campos-Silva, Carlos A Peres, Joseph E Hawes, Mark I Abrahams, Paulo C M Andrade, Lisa Davenport

“…Black Skimmers showed the most dramatic response, with breeding numbers 135-fold larger in CBC arrangements compared to beaches with no official protection status. The same pattern was observed for nesting Large-Billed and Yellow-Billed Terns. …”
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Role of strike-slips and graben-rifts in controlling oil and gas reservoirs in deep horizons of the Russko-Chaselsky Ridge (West Siberian Province) by D. D. Sekerina, M. M. Saitgaleev, N. P. Senchina, V. V. Glazunov, D. F. Kalinin, M. P. Kozlov, E. I. Ismagilova

“…Within the Russko-Chaselsky Ridge, patterns were identified in the manifestation of strike-slips and graben-rifts systems caused by the tectonic activity of the regional Pai-Khoi–Altai shear. …”
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Metastatic uterine histiocytic sarcoma: A rare presentation as solitary paraspinal mass by Aruba Nawaz Khattak, FCPS, Aymen Shahab, FCPS, Fatima Israr, MBBS, Hira Yaqub, MBBS, Zulfiqar Sheikh, MBBS, Kashif Siddique, FCPS, FRCR

“…The pattern of metastatic involvement down the course of her disase is unique in its presentation as a solitary paraspinal mass with no imaging evidence of visceral metastasis. …”
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Student Performance Prediction Using Machine Learning Algorithms by Esmael Ahmed

“…Some areas of applications of ML algorithms include cluster analysis, pattern recognition, image processing, natural language processing, and medical diagnostics. …”
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Latent Class Analysis of Gameplay Metrics from Youth Playing Robot ChampionsTM: Relations of Class Membership to Persistence and Intensity by Lawrence Scheier, William Hansen, Alex Stone, Jennifer Javornik

“…Despite a rapid burgeoning in the use of game metrics, few studies have used this type of objective instrumentation to examine whether users display unique patterns of gameplay. To address this gap, this study examines a temporal slice of game metrics obtained from a robotics platform using person-centered strategies to empirically examine unique gameplay characteristics. …”
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Relationship Between Heart Rate and Perceived Stress in Intensive Care Unit Residents: Exploratory Analysis Using Fitbit Data by Ruijing Wang, Olya Rezaeian, Onur Asan, Linghan Zhang, Ting Liao

“…The study used Spearman rank correlation, point-biserial correlation analysis, 2-tailed paired t tests, and mixed-effect models to analyze the relationship between heart rate features and stress indicators. ResultsThe findings reveal complex interactions between stress levels and heart rate patterns. …”
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