EGFR and K-ras Mutation Analysis in Non-Small Cell Lung Cancer: Comparison of Paraffin Embedded versus Frozen Specimens by Mariëlle I. Gallegos Ruiz, Karijn Floor, Frank Rijmen, Katrien Grünberg, José A Rodriguez, Giuseppe Giaccone

“…Although frozen tumor tissue would probably be the optimal source for analysis, the most common source of tumor material is fixed and paraffin embedded (FPE) archival specimens. …”
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Applications of microbial induced calcium carbonate precipitation in historical architecture restoration – a mini review by Hairong Wang, Shuyuan Wang

“…The review also utilized bibliometric analysis, concludes that while MICP offers a promising, eco-friendly approach to heritage conservation, further research is crucial to optimizing strains, delivery methods, integration with other techniques, long-term performance, and safety/regulatory aspects.…”
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Russian Language Teachers in the Era of Artificial Intelligence: New Professional Identities by Wang Duo

“…New professional identities have been identified: from "knowledge source" to "learning content editor" and "teaching methodology optimizer," and from "academic worker" to "researcher utilizing and developing technologies." …”
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Automated Detection of Tailing Impoundments in Multi-Sensor High-Resolution Satellite Images Through Advanced Deep Learning Architectures by Lin Qin, Wenyue Song

“…While remote sensing enables large-scale monitoring, conventional methods relying on single-sensor data and traditional machine learning-based algorithm suffer from reduced accuracy in cluttered environments. …”
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Agronomic evaluation of hemp (Cannabis sativa L.) for cannabidiol production in Yunnan, China by Wenjing Ouyang, Jing Ou, Qi Zheng, Xiran Yang, Yuanyuan Meng, Guanghui Du, Feihu Liu, Yuewu Chen, Kailei Tang

“…Mg and B fertilization showed no statistically significant effects on inflorescence yield and CBD content, the average CBD yield across all fertilization treatments was 20.1 kg ha−1.DiscussionThe study underscores the potential for increasing CBD content through breeding and optimizing harvest methods that distinguish between female and male plants, and separate upper and lower inflorescences.…”
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Stabilizing training of affine coupling layers for high-dimensional variational inference by Daniel Andrade

“…Variational inference with normalizing flows is an increasingly popular alternative to MCMC methods. In particular, normalizing flows based on affine coupling layers (Real NVPs) are frequently used due to their good empirical performance. …”
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CINNAMON-GUI: Revolutionizing Pap Smear Analysis with CNN-Based Digital Pathology Image Classification [version 1; peer review: 2 approved] by Luca Zammataro

“…However, existing commercial platforms are often costly and restrictive, limiting customization and scalability. Methods CINNAMON-GUI is an open-source digital pathology tool based on CNNs for classifying Pap smear images. …”
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Advances in Non-Thermal Processing of Meat and Monitoring Meat Protein Gels Through Vibrational Spectroscopy by Huanhuan Li, Chenhui Li, Muhammad Shoaib, Wei Zhang, Arul Murugesan

“…Meat is a vital source of high-quality proteins, amino acids, vitamins, and minerals essential for human health. …”
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EVALUASI PELAKSANAAN PROGRAM USAHA KESEHATAN GIGI SEKOLAH (UKGS) DI SEKOLAH DASAR WILAYAH KERJA PUSKESMAS OLAK KEMANG KOTA JAMBI by Evi Nurchafifah, Adelina Fitri, Guspianto Nurchafifah

“…Checking the validity of the data utilized source triangulation techniques and methods. The results of the evaluation of the UKGS program showed that some aspects of the input have not met the standards, which consist of UKGS implementing staff in schools, budget funds, facilities and infrastructure and SOP contributions in schools. …”
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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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Habitus Pengembangan Desa Wisata Kampung Topeng Pada Warga Binaan Kelurahan Tlogowaru Kecamatan Kedung Kandang by Alya Muflihatud Dini, Adistya Eka Sis Ardiansyah, Adinda Putri Harahap, Ahmad Tirtho Faidl Huda, Annisa Shafa Azzahra

“…The research uses qualitative methods with data collection techniques through participatory observation, open interviews, documentation, and relevant literature studies. …”
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Classification of Oil Loss Levels in Palm Oil Processing Using Near-Infrared Spectroscopy with Machine Learning by Muhamad Ilham Fauzan, Jaka Adi Baskara, Wahyuningdiah Trisari Harsanti Putri, Quintin Kurnia Dikara

“…The results of the study indicate that applying machine learning methods to FOSS-NIRS data can enhance the accuracy of oil loss classification, making it a potential solution for broader implementation in the palm oil processing industry to optimize production efficiency.   …”
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Advancements and Prospects in Algal Biofuel Production: A Comprehensive Review by Halina Falfushynska

“…Despite the challenges associated with the high costs of cultivation and processing, advances in biotechnological methods and process engineering promise to overcome these barriers. …”
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Study on the extraction and stability of total flavonoids from Millettia speciosa Champ. by Junhai Liu, Xiaosha Guo, Tengteng Yang, Xiaoli Wang, Yinku Liang

“…Millettia speciosa Champ, a member of the Leguminosae family and the genus Millettia, is a rich source of total flavonoids. Investigating the extraction methods and stability of total flavonoids from Millettia speciosa Champ using ultrasound-assisted extraction is crucial for enhancing its medicinal value and advancing the modernization of traditional Chinese medicine. …”
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Targeting Antibodies to Carbon Nanotube Field Effect Transistors by Pyrene Hydrazide Modification of Heavy Chain Carbohydrates by Steingrimur Stefansson, Hena H. Kwon, Saeyoung Nate Ahn

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Design and Simulation of an Irish Potato Peeling machine. by Namuri, Gift Evelyn

“…Prototype testing was conducted using Irish potatoes with an Irish potato sourced locally. Results demonstrate the machine can peel potatoes with an average efficiency of 90% and can reduce peeling time by 70% compared to manual methods. …”
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An Adapter and Segmentation Network-Based Approach for Automated Atmospheric Front Detection by Xinya Ding, Xuan Peng, Yanguang Xue, Liang Zhang, Tianying Wang, Yunpeng Zhang

“…This study presents AD-MRCNN, an advanced deep learning framework for automated atmospheric front detection that addresses two critical limitations in existing methods. First, current approaches directly input raw meteorological data without optimizing feature compatibility, potentially hindering model performance. …”
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“The Greatest Threat to the Common Peace”: L.A. Kamarovsky on the Eastern Question by Nikolay Nikolaev, Sergei Ramazanov

“…Attempts by European states to involve Turkey in the common political and legal space were doomed to failure and only delayed its inevitable disintegration. Methods and materials. Among the most important methods and approaches used in writing this work are historical-systemic, historical-genetic, and historical-comparative methods. …”
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Harnessing Copper's Potential: A Review of Cu-Based Catalysts for Glycerol Conversion by Sabeel Ahmed, Iman Abdullah, Yuni Krisyuningsih Krisnandi

“…The work focuses on how Cu-based bimetallic catalysts, such as Cu-Ni, Cu-Co, and Cu-Zn, improve reaction selectivity and conversion rates via synergistic interactions, better metal dispersion, and optimized redox properties. Furthermore, new catalyst manufacturing methods, such as ammonia evaporation, hydrothermal, and ion exchange approaches, have shown improved stability and reusability. …”
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Influence of preanalytical variables on the quality of cell-free DNA. Biobanking of cell-free DNA material by V. A. Kondratskaya, M. S. Pokrovskaya, Yu. V. Doludin, A. L. Borisova, A. S. Limonova, А. N. Meshkov, O. M. Drapkina

“…The review article reflects the following information about the biomaterial: source of cfDNA, methods of cfDNA isolation, storage and use for the diagnosis of certain diseases. …”
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