Comprehensive analysis of the LINC01122/TPD52 axis as a predictive biomarker in prostate adenocarcinoma by Zhi Shang, Shengming Jin, Yandong He, Yiping Zhu, Hailiang Zhang, Junlong Wu, Zhe Hong, Dingwei Ye

“…Finally, a nomogram was constructed to forecast the 1-year, 3-year, and 5-year survival probabilities of PCa patients. …”
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Distributions of Ion Density Irregularities and Their Gradients Inside Low‐Latitude Ionospheric Plasma Bubbles Based on C/NOFS Planar Langmuir Probe Data by Emanoel Costa, Patrick A. Roddy, John O. Ballenthin

“…Abstract Data from the planar Langmuir probe onboard the Communication/Navigation Outage Forecasting System has been processed, with focus on the: (1) identification of Equatorial Plasma Bubbles located within the eclipse sections of the satellite orbits; (2) subdivision of each Equatorial Plasma Bubble into three sections (West Wall, Center, and East Wall); and (3) statistical analyses of the standard deviations and gradients of ion density data for each section. …”
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Antibodies to watch in 2024 by Silvia Crescioli, Hélène Kaplon, Alicia Chenoweth, Lin Wang, Jyothsna Visweswaraiah, Janice M. Reichert

“…We briefly review 26 product candidates for which marketing applications are under consideration in at least one country or region, and 23 investigational antibody therapeutics that are forecast to enter regulatory review by the end of 2024 based on company disclosures. …”
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Assessing the Impact of Solar Spectral Variability on the Performance of Photovoltaic Technologies Across European Climates by Ivan Bevanda, Petar Marić, Ante Kristić, Tihomir Betti

“…Precise photovoltaic (PV) performance modeling is essential for optimizing system design, operational monitoring, and reliable power forecasting—yet spectral correction is often overlooked, despite its significant impact on energy yield uncertainty. …”
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Assessment of satellite-based rainfall products for drought monitoring in the Siak Watershed, Indonesia by Mashuri, Karlina, Joko Sujono

“…These results were consistent across pre- and post-correction analyses. Beyond drought analysis, GSMaP shows potential for applications in hydrology, flood forecasting, and meteorology, underscoring its versatility in representing observed rainfall patterns.…”
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An XGBoost Approach to Predictive Modelling of Rift Valley Fever Outbreaks in Kenya Using Climatic Factors by Damaris Mulwa, Benedicto Kazuzuru, Gerald Misinzo, Benard Bett

“…Although multiple empirical analyses have shown that machine learning methods outperform time series models in forecasting time series data, there is limited evidence of their application in predicting disease outbreaks in Africa. …”
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A comprehensive epidemiological analysis of breast cancer in the Eastern Province of Saudi Arabia by Hani Almohanna, Fahad Almsned, Hulayel Alharbi, Norah Al Dossary, Amjad Alrasheed, Reem Alzayer, Kholoud Alwosaibai

“…Predictive modeling forecasted an 80% increase in new cases by 2028, with incidence rates expected to double. …”
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Crop yield prediction using machine learning: An extensive and systematic literature review by Sarowar Morshed Shawon, Falguny Barua Ema, Asura Khanom Mahi, Fahima Lokman Niha, H.T. Zubair

“…In recent years, agriculture has gained much attention regarding forecasting and prediction with the advancement of artificial intelligence techniques. …”
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Modelling Euphrates river water quality index based on field measured data in Al-Diwaniyah City, Iraq by Marwah M. Al-Khuzaie, Khairul Nizam Abdul Maulud, Wan Hanna Melini Wan Mohtar, Zaher Mundher Yaseen

“…The validation of the predictive maps between the theoretical and practical part is performed by monitoring 16 stations and conducting laboratory analyses, resulting in acceptable coefficients of determination (R2), observations standard deviation ratio (RSR), and Nash–Sutcliffe efficiency coefficients of 0.999, 1, and 0.99, respectively indicates that reliable forecast results closely match observed data from monitoring stations. …”
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Network study of miRNA regulating traumatic heterotopic ossification. by Kun Lian, Zhiyan Chen, Leijie Chen, Yongmei Li, Luping Liu

“…<h4>Objective</h4>Objective: To identify and analyze the microRNAs that are expressed differently (DE-miRNAs) and forecast their potential roles in the pathophysiological process of traumatic heterotopic ossification (THO).…”
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Securing the Future: Strategies for Global Polio Vaccine Security Amid Eradication Efforts by Vachagan Harutyunyan, Ann Ottosen, Rachel M. Burke, Derek Ehrhardt, Meredith Shirey, Rissa Durham, David Woods

“…Data were gathered from Global Polio Eradication Initiative (GPEI) reports, consultations with key stakeholders, and analyses of past vaccine shortages. <b>Results:</b> The findings indicate that the primary risks to vaccine security include the lack of a coherent long-term policy framework on polio vaccination, the absence of a clear polio vaccine development roadmap, and insufficient long-term, predictable forecasting. …”
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THE ROLE OF GRAVITY IN FORMATION OF DEEP STRUCTURE  OF SHEAR ZONES by Yuri L. Rebetsky, Anastasia V. Mikhailova

“…It can also be applicable in exploration geology for forecasting of high fracturing areas of specific morphology.…”
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Characteristics and atmospheric drivers of large‐scale agrometeorologically relevant dry spells in sub‐seasonal to seasonal timescales over Zimbabwe by Gibbon I. T. Masukwedza, Victoria L. Boult, Melissa Lazenby, Martin C. Todd

“…Abstract This article pioneers a unique approach to examining generic dry spells, shifting focus from traditional rain‐free period analysis to a crop‐centric perspective that integrates an anticipatory lens inspired by Impact‐based Forecasting (IbF). Moving beyond traditional analyses of rain‐free periods, the article evaluates these impactful within‐season large‐scale agrometeorologically relevant dry spells (LARDS) not by the number of days with minimal or no rainfall but by their impact—specifically, the adequacy of root‐zone soil moisture to meet the optimal requirements of maize crops, as quantified through the Water Requirement Satisfaction Index (WRSI). …”
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Epidemiology of West Nile Virus in New York City: Trends and Transmission Dynamics (2000–2019) by Waheed I. Bajwa, Liyang Zhou

“…Integrating spatial mapping, climate forecasting, and targeted surveillance could significantly improve WNV mitigation efforts in urban environments.…”
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Carbon Capture and Storage (CCS) Implementation as a Method of Reducing Emissions from Coal Thermal Power Plants in Poland by Michał Kopacz, Dominika Matuszewska, Piotr Olczak

“…Positive simulation results (NPV amounted to 147 million Euro) and the knowledge obtained in the scope of the correlated and simultaneous impact of many important cost factors and prices of CO₂ emission allowances make this analysis and its results close to reality. Examples of analyses of the effectiveness of CCS system implementations known from the literature are most often limited to determining linear relationships of single explanatory variables with a specific forecasted variable, even if these are multifactor mathematical models.…”
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Prognostic value of platelet to lymphocyte ratio in patients with cervical cancer: an updated systematic review and meta-analysis by Tianyu Zhu, Zhaoying Chen, Beichen Zhang, Xianqing Wu

“…Abstract Background The identification of biomarkers that reliably forecast cervical cancer (CC) outcomes is a key area of research. …”
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Unravelling interdisciplinary interactions and researcher migration across the evolution of perovskite solar cell research through comprehensive bibliometrics by Jun-Seok Yeo, A-Ram Kim

“…However, no systematic bibliometric analyses have been conducted to address these dynamics. …”
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Integrated valuation of the ecological, social and economic benefits provided by a multifunctional nature-based solution by Laura Costadone, Shan Zhang

“…Traditional benefit–cost analyses often overlook non-monetized benefits and the interconnected ecosystem services provided by NbS. …”
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Prognostic significance of preoperative prognostic nutritional index in hepatocellular carcinoma after curative hepatectomy: a meta-analysis and systemic review by Haiyan Zhang, Dan Li, Jing Li

“…However, its role in forecasting the prognosis of hepatocellular carcinoma (HCC) following curative hepatectomy remains unclear. …”
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Quantitative modelling for dengue and Aedes mosquitoes in Africa: A systematic review of current approaches and future directions for Early Warning System development. by Lembris Laanyuni Njotto, Wilfred Senyoni, Ottmar Cronie, Michael Alifrangis, Anna-Sofie Stensgaard

“…This review aims to provide an updated overview of important covariates and quantitative modelling techniques used to predict or forecast dengue and/or its vector Aedes mosquitoes in Africa. …”
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