A novel cancer-associated membrane signature predicts prognosis and therapeutic response for lung adenocarcinoma by Biao Tu, Jun Wu, Wei Zhang, Haitao Tang, Tenghui Dai, Bingfeng Xie

“…This study highlights the importance of membrane expression patterns in LUAD at single-cell and spatial resolution. …”
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Improving rainfall forecasting using deep learning data fusing model approach for observed and climate change data by Farhan Amir Fardush Sham, Ahmed El-Shafie, Wan Zurina Binti Wan Jaafar, S. Adarsh, Mohsen Sherif, Ali Najah Ahmed

“…On the other hand, LSTM demonstrated higher error rates, with MAE, MSE, and RMSE values of 14.07, 363.03, and 19.05, respectively, and an R² value of 0.1662 for weekly forecasts. …”
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Flow and Transport in Coastal Aquifer‐Aquitard Systems: Experimental and Numerical Analysis by Jiaxu Zhang, Chunhui Lu, Chengji Shen, Yuxuan Liu, Adrian D. Werner, Chenming Zhang

“…The development of freshwater fingers created complex saltwater‐freshwater mixing, leading to mixed saltwater influx‐efflux patterns across the sloping aquifer‐ocean interface. …”
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Advances and obstacles of T cell-based immunotherapy in gynecological malignancies by Xi Zhao, Jialing Ran, Shenglong Li, Jinxin Chen

“…Recent clinical evidence shows improved therapeutic outcomes through optimized CAR architectures and preconditioning regimens, with objective response rates demonstrating progressive enhancement across successive clinical trial generations. …”
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Global, regional, and national burden of maternal hypertensive disorder: 1990–2021 analysis and future projections by Qing Hu, Hua Liao, Haiyan Yu

“…Results From 1990 to 2021, the global age-standardized incidence, prevalence, mortality, and Disability-Adjusted Life Years rates of Maternal hypertensive disorder decreased to 227.96,44.42,0.48, and 31.29 per 100,000, respectively. …”
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Midwives\' Experiences of Implementing Iran\'s Pronatalist Population Policy: A Qualitative Study by Shahnaz Kohan, Fatemeh Mokhtari, Marzieh Ghasemi Goujani, Kiana Saberi, Zahra Izadi Pour

“…Background and purpose: In response to declining total fertility rates, concerns about population replacement, and the spread of low-fertility patterns, a pronatalist population policy was approved in Iran under the “Youthful Population and Protection of the Family” law in 2021. …”
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Does the Black-White mental health paradox persist across U.S. geographical regions? by Christy L. Erving, Lacee A. Satcher, Shania Montúfar, Courtney S. Thomas Tobin

“…Purpose: The “Black-White mental health paradox” refers to the epidemiological pattern whereby Black Americans experience similar, and often lower, rates of psychiatric disorders relative to their White counterparts despite their greater exposure to stressors and societal-level racism. …”
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Breastfeeding and Intersectionality in the Deep South: Race, Class, Gender and Community Context in Coastal Mississippi by John P. Bartkowski, Katherine Klee, Xiaohe Xu, Jacinda B. Roach, Shakeizia (Kezi) Jones

“…We use insights from this theory to examine breastfeeding patterns reported by women living on the Mississippi Gulf Coast. …”
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Informational Approaches in Modelling Social and Economic Relations: Study on Migration and Access to Services in the European Union by Florentina-Loredana Dragomir-Constantin, Camelia Madalina Beldiman, Monica Laura Zlati

“…The research is based on the correlations between gross value added (GVA), gross fixed capital formation (GFCF), greenhouse gas emissions (GHGE), health expenditure (SHA11), and migration rates (MIGR). The applied methodology includes attribute distribution analysis, identification of hidden patterns through clustering algorithms (K-Means and Expectation-Maximisation) and training of classifiers using regression decision trees with linear leaf models (M5P) corresponding to interdependent data processing and integration modules, exploratory analysis module, machine learning and decision-making modules, oriented to support public policies through explainable scenarios and predictive-evaluative structures. …”
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EEG-Based Attention Classification for Enhanced Learning Experience by Madiha Khalid Syed, Hong Wang, Awais Ahmad Siddiqi, Shahnawaz Qureshi, Mohamed Amin Gouda

“…This adaptive approach ensures a more effective learning experience by maintaining optimal cognitive engagement, resulting in improved learning rates, reduced stress, and increased overall learning efficiency. …”
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Insights of the asynchronous strain evolution of lean coal in uniaxial compression creep by Tingting Cai, Jia Liu, Zengchao Feng, Kai Wang, Yongxing Shen, Yulong Jiang, Bichuan Zhang

“…Despite the observed asynchrony, both the axial and radial strains exhibit similar patterns and can well be described by the same creep model, but with different parameters, under identical stress levels. …”
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Reading English-Language Haiku: Processes of Meaning Construction Revealed by Eye Movements by Hermann J Mueller, Thomas Geyer, Franziska Günther, Jim Kacian, Stella Pierides

“…To examine this process, we recorded readers’ eye movements, and we obtained measures of memory for the read poems as well as subjective ratings of comprehension difficulty and understanding achieved. …”
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Image Quality Assessment of Augmented Reality Glasses as Medical Display Devices (HoloLens 2) by Simon König, Simon Siebers, Claus Backhaus

“…HoloLens 2 was assessed for overall image quality, luminance, grayscale consistency, and color uniformity. Five participants rated the TG18-OIQ pattern under ambient lighting conditions of 2.4 and 138.7 lx. …”
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Risk factors and public health interventions associated with adolescent pregnancy prevention among females aged 10–19 years in Kenya: a scoping review protocol by Abdu Mohiddin, Kimbley Asaso Omwodo, Danielle Denwood, Augustine Gitonga

“…The analysis will involve thematic data extraction and charting to highlight patterns in adolescent pregnancy risk factors, intervention outcomes and existing gaps.Ethics and dissemination No ethical approval is needed. …”
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Association between physicians' interaction with pharmaceutical companies and their clinical practices: A systematic review and meta-analysis. by Hneine Brax, Racha Fadlallah, Lina Al-Khaled, Lara A Kahale, Hala Nas, Fadi El-Jardali, Elie A Akl

“…Out of the 19 studies, 15 found a consistent association between interactions promoting a medication, and inappropriately increased prescribing rates, lower prescribing quality, and/or increased prescribing costs. …”
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I-AIR: intention-aware travel itinerary recommendation via multi-signal fusion and spatiotemporal constraints by Xiao Cui, Zhihua Wang, Ping Li, Qiang Xu

“…Additionally, many approaches decouple POI selection from itinerary construction and depend heavily on limited behavioral signals, failing to capture richer feedback such as ratings, dwell times, or click histories. To address these limitations, we propose an intention-aware deep learning framework that integrates diverse user signals into a unified itinerary planning model. …”
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Trend analysis and epidemiological forecasting of colorectal Cancer mortality among reproductive-age women in sub-Saharan Africa by Jiefeng Zhao, Daxing Miao, Tao Yang, Jiang Chen, Xiangquan Lai

“…This study aimed to analyze CRC mortality trends, identify key driving factors, and predict future mortality patterns among women of childbearing age in SSA. Methods: We assessed CRC mortality among women of childbearing age across four SSA subregions and 46 countries, calculating age-standardized mortality rates (ASMR) and estimated annual percentage change (EAPC). …”
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Relevance of Cellular Homeostasis-Related Gene Expression Signatures in Distinct Molecular Subtypes of Breast Cancer by Sharda P. Singh, Chathurika S. Dhanasekara, Michael W. Melkus, Chhanda Bose, Sonia Y. Khan, Flavia Sardela de Miranda, Maria F. Mahecha, Prrishti J. Gukhool, Sahil S. Tonk, Se-Ran Jun, Sahra Uygun, Rakhshanda Layeequr Rahman

“…This study aimed to identify the gene expression patterns and biomarkers associated with breast cancer risk and progression by integrating transcriptomic and clinical data. …”
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Multi-omics derivation of a core gene signature for predicting therapeutic response and characterizing immune dysregulation in inflammatory bowel disease by Mingming Wang, Liping Liang, Zibo Tang, Jimin Han, Lele Wu, Le Liu, Le Liu, Ye Chen, Ye Chen

“…Nomogram-based risk stratification effectively predicted biologic treatment responses across multiple therapeutic classes using four independent treatment datasets (GSE16879, GSE92415, GSE73661, GSE206285): low-risk patients demonstrated superior response rates to golimumab (63.3%), infliximab (54.8%), and vedolizumab (29% vs. 15% in high-risk group). …”
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Study of the clinical profile of community-acquired pneumonia: a cross-sectional study in northeast India by Annu Gupta, KG Lynrah, Monaliza Lyngdoh, Iadarilang Tiewsoh, Baphiralyn Wankhar, Debashis Priyadarshan Sahoo, Bhupen Barman, Mohammad Jamil, Gwenette Andrea War

“…Alarmingly, high resistance rates were observed for widely used antibiotics such as ceftriaxone and cefuroxime, while meropenem, amikacin, and ertapenem retained high sensitivity. …”
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