Machine learning-based classification model to differentiate subtypes of invasive breast cancer using MRI by Nadesalingam Paripooranan, Warnakulasuriya Buddhini Nirasha, H. R. P. Perera, Sahan M. Vijithananda, P. Badra Hewavithana, Lahanda Purage Givanthika Sherminie, Mohan L. Jayatilake

“…Patient treatment and management also differ due to these variations.AimThe study aimed to develop a predictive model to differentiate IDC and ILC using machine learning techniques based on the morphological features of the contralateral breast. Methods- 143 magnetic resonance imaging (MRI) images were sourced from the “DUKE Breast-Cancer” collection on the Cancer Imaging Archive website. …”
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Regulatory effects of laser irradiation on greenhouse-grown strawberry productivity by LEI Kangqi, YANG Han, CHENG Feng, LEI Yumeng, LI Jianwei, QI Yetong, LI Zhitao, QI Xingjiang

“…Supplementing with artificial light sources like Light Emitting Diode (LED) is an effective strategy to address low-light conditions. …”
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Game and Application Purchasing Patterns on Steam using K-Means Algorithm by Salman Fauzan Fahri Aulia, Yana Aditia Gerhana, Eva Nurlatifah

“…A normalization process is applied to enhance calculation accuracy. The elbow method determines the optimal number of clusters, resulting in three clusters from the k-means algorithm. …”
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Synthesis and characterization of zinc-titanium oxide nanoparticles blended methylcellulose derived from Albizia tree as an antibacterial natural polymer composite by Ansam Adnan Hashim, Rashid Jamei

“… This paper seeks to synthesize antibacterial green polymeric composites utilizing extracted cellulose, a natural polymer sourced from biomass. The cellulose was obtained from local agricultural waste. …”
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Life Cycle Assessment of Solid Waste Management in Düzce Province within the Scope of Türkiye’s Decarbonization Policies by Kadriye Elif Maçin

“…Background data were sourced from literature and the ecoinvent 3.7.1 database. …”
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An Empirical Analysis of Herding Behavior in the Stock Market: Evidence from Various Economic and Social Conditions in Iran by Majid Aghaei

“…The stock exchange serves as a critical source of corporate financing and as a platform for individuals to invest their savings, attracting a substantial amount of domestic capital in recent years and playing a pivotal role in the country's economic growth and development. …”
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Synergistic effect of compost and moringa leaf extract biostimulants on the remediation of gold mine tailings using chrysopogon zizanioides by Nkanyiso Mlalazi, Luke Chimuka, Mulala Danny Simatele

“…Phytoremediation is a cost-effective and environmentally friendly method for restoring degraded land. However, optimizing phytoremediation conditions and using locally sourced materials can further improve the sustainability of this approach. …”
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A customized ensemble machine learning approach: predicting students’ exam performance by Rasel Ahmed, Nafiz Fahad, Md Saef Ullah Miah, Kah Ong Michael Goh, Mufti Mahmud, M. Mostafizur Rahman

“…Using a dataset of 500 students sourced from Kaggle, we introduce a novel customized ensemble machine learning model, combining Random Forest (RF) and AdaBoost classifiers with a custom-weighted soft voting method (weights of 0.2 for RF and 0.8 for AdaBoost). …”
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Clinical and radiological course of asymptomatic and hemodynamically stable moyamoya disease: a systematic review and meta-analysis by Yang Chen, Yang Chen, Yang Chen, Yang Chen, Zixuan Zhou, Zixuan Zhou, Zixuan Zhou, Zixuan Zhou, Bingyang Qin, Bingyang Qin, Bingyang Qin, Bingyang Qin, Yan Liang, Peize Li, Peize Li, Peize Li, Peize Li, Ziao Li, Ziao Li, Ziao Li, Ziao Li, Yu Chen, Yu Chen, Ren Li, Ren Li, Ren Li, Ren Li, Biao Yang, Biao Yang, Biao Yang, Biao Yang, Xiaogang Wang, Xiaogang Wang, Xiaogang Wang, Xiaogang Wang, Yongqiang Wu, Yongqiang Wu, Yongqiang Wu, Yongqiang Wu, Xiaolong Guo, Xiaolong Guo, Xiaolong Guo, Xiaolong Guo, Huidong Zhang, Geng Guo, Geng Guo, Geng Guo, Geng Guo

“…However, there is currently a lack of comprehensive analysis on the clinical and radiological course of asymptomatic MMD (AMMD) and hemodynamically stable MMD (HSMMD).Data sourceWe conducted a comprehensive literature search using major bibliographic indexing databases, including Embase, Medline, PubMed, Web of Science, and Cochrane Library.MethodsThis systematic review was conducted based on the PRISMA guidelines. …”
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Phytochemical Insights and Therapeutic Potential of <i>Chamaenerion angustifolium</i> and <i>Chamaenerion latifolium</i> by Akmaral Kozhantayeva, Zhanar Iskakova, Manshuk Ibrayeva, Ardak Sapiyeva, Moldir Arkharbekova, Yerbolat Tashenov

“…Future studies should focus on optimizing extraction methods, elucidating synergistic bioactivities, and conducting in-depth clinical trials to validate their efficacy and safety.…”
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Meeting people where they are: Crowdsourcing goal-specific personalized wellness practices. by Johanna E Hidalgo, Julia Kim, Jordan Llorin, Kathryn Stanton, Josh Cherian, Laura Bloomfield, Mikaela Fudolig, Matthew Price, Jennifer Ha, Natalie Noble, Christopher M Danforth, Peter Sheridan Dodds, Jason Fanning, Ryan S McGinnis, Ellen W McGinnis

“…<h4>Method</h4>We recruited a representative sample of 992 U.S. residents to survey the wellness dimensions in which they had achieved success and their specific wellness practices.…”
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Geopolitics and Muslim Countries: Navigating Challenges and Opportunities in Contemporary International Political Dynamics by Yahdi Qolbi, M. Ibnu Ashari. R, Diana, Imaro Sidqi

“…The study employs a qualitative analysis approach with a literature review method. Data is sourced from secondary materials such as academic journals, books, policy reports, and articles relevant to the geopolitical issues of Muslim countries. …”
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Research Trends in the Application of Problem Based Learning Model in chemistry learning in Indonesia: A Systematic Literature Review by Muhammad Habib Ash Shiddiqi, Dyah Purwaningsih, Elma Pujiana

“… This study aims to analyze and map research trends on the application of the Problem-Based Learning (PBL) model in chemistry education in Indonesia using the systematic literature review (SLR) method. The study involved secondary data sourced from the SINTA database for publications between 2015 and 2024. …”
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Multi-User Activity Recognition Using Plot Images Based on Ambiental Sensors by Anca Roxana Alexan, Alexandru Iulian Alexan, Stefan Oniga

“…The neural network was optimized by increasing the deconvolutional layers and adding the AdamW optimizer. …”
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Analysis of the Development and Thermal Properties of Chitosan Nanoparticle-Treated Palm Oil: An Experimental Investigation by Varadharaja Kirthika, Chanaka Galpaya, Ashan Induranga, Amanda Sajiwanie, Vimukthi Vithanage, Kaveenga Rasika Koswattage

“…These nanofluids offer high potential for industrial applications due to their biodegradability, biocompatibility, and nontoxicity. Fungal-sourced chitosan is a vegan-friendly alternative and does not contain allergic compounds, such as marine-sourced chitosan. …”
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Construction of a Wilms tumor risk model based on machine learning and identification of cuproptosis-related clusters by Jingru Huang, Yong Li, Xiaotan Pan, Jixiu Wei, Qiongqian Xu, Yin Zheng, Peng Chen, Jiabo Chen

“…This research focuses on examining the link between WT and Cuproptosis-related genes (CRGs), with the goal of developing a predictive model for WT. Methods Four gene expression datasets related to WT were sourced from the GEO database. …”
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Harmonization trial on ESR1 testing strategies in ER+/HER2- breast cancer patients: an Italian experience by Francesco Pepe, Gianluca Russo, Konstantinos Venetis, Claudia Scimone, Lucia Palumbo, Mariantonia Nacchio, Domenica di Giovanni, Claudia Sarracino, Ilaria Tomaiuolo, Elisabetta Zulato, Matteo Fassan, Daniela Righi, Giuseppe Perrone, Dario de Biase, Gabriele Casati, Fabio Pagni, Lucia Gullotti, Antonio Rizzo, Alessandro Perez, Antonio Russo, Katia Zavaglia, Gianluca Gragnano, Domenico Cozzolino, Sabrina Alfano, Cristian Scatena, Sara D’andrea, Monica Schiappacassi, Giuseppina Roscigno, Alessia Paganotti, Renzo Boldorini, Francesco Esposito, Pierlorenzo Pallante, Daniela Furlan, Marta Sbaraglia, Angelo Paolo Dei Tos, Giancarlo Troncone, Nicola Fusco, Umberto Malapelle

“…Liquid biopsy represents the most useful biological source to detect ESR1 activating mutations in clinical setting, but the lack of standardized pre-analytical and analytical procedures drastically impacts on detection rate of ESR1 mutations in diagnostic specimens. …”
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Biostimulant Extracts Obtained from the Brown Seaweed <i>Cystoseira barbata</i> Enhance the Growth, Yield, Quality, and Nutraceutical Value of Soil-Grown Tomato by Yagmur Arikan-Algul, Hande Mutlu-Durak, Umit Baris Kutman, Bahar Yildiz Kutman

“…The observed effects were strongly influenced by the extraction method, which alters the extract composition. Extracts from sustainably sourced <i>C. barbata</i> may contribute to improved productivity and quality in horticulture; however, further research is needed to enable the standardized production of <i>C. barbata</i>, optimize biostimulant formulations, and validate their effectiveness under field conditions.…”
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Translational PK–PD model for in vivo CAR‐T‐cell therapy delivered using CAR mRNA‐loaded polymeric nanoparticle vector by Se Jin Kim, Ganesh M. Mugundu, Aman P. Singh

“…An innovative approach involves in vivo transduction of endogenous T‐cells through the administration of CAR mRNA encapsulated in polymeric nanoparticles (NPs), resulting in transient CAR surface expression on circulating T‐cells. This method presents a promising alternative, although the dose–exposure–response relationship of in vivo CAR‐Ts remains poorly elucidated. …”
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A retrospective study on the carbon footprint of bodies donated to science for sustainable medical education and research by Carlo Barausse, Carlo Barausse, Subhi Tayeb, Lorenzo Bonifazi, Simone Lodi, Giulia Adalgisa Mariani, Ester Orsini, Sara Zanni, Alessandra Bonoli, Lucia Manzoli, Stefano Ratti

“…However, in countries where there is a shortage of locally donated bodies, anatomical centers are increasingly turning to external body donation programs, such as those in the United States, to meet their needs.MethodsThis study assesses the carbon footprint (CO2e) of locally sourced vs. internationally sourced donated bodies, with the carbon footprint of the latter being estimated hypothetically. …”
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