Metabolically engineered plant cell cultures as biofactories for the production of high-value carotenoids astaxanthin and canthaxanthin by Bárbara A. Rebelo, M. Rita Ventura, Rita Abranches

“…Single-gene transformants expressing crtW produced up to 50 µg g⁻¹ DW of canthaxanthin and 127 µg g⁻¹ DW of astaxanthin. …”
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Cleaning Schedule Optimization of Heat Exchangers with Fouling on Tube and Shell Sides: A Metaheuristic Approach by João P. V. de Cesaro, Mauro A. S. S. Ravagnani, Fernando D. Mele, Caliane B. B. Costa

“…This paper addresses these issues by adding shell-side fouling to the model and by transforming cleaning time variables into integers, reducing the problem of optimizing cleaning schedules to an integer nonlinear programming (INLP) problem. …”
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Systematic review and meta-analysis of methodological approaches for characterising airborne SARS-CoV-2 RNA for environmental surveillance by C. Alfaro-Perez, M. Barberá-Riera, R. de Llanos, JM Delgado-Saborit

“…Abstract SARS-CoV-2 has transformed our understanding of respiratory disease transmission, particularly through aerosols. …”
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Origin centric and part based pose decomposition for 3D human pose estimation by Zhijie Lin, Jinxin Yao, Juan Huang, Jingjing Chen, Yingying Xu, Lu Yang, Lei Zhao, Wei Xing

“…Secondly, we introduce the concept of a human skeleton Origin, which serves as a central hub to reconnect different parts through Skeleton Recombination. The resulting local features, when fused with global features from the Spatial Transformer Encoder, yield more accurate 3D results. …”
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MAPM:PolSAR Image Classification with Masked Autoencoder Based on Position Prediction and Memory Tokens by Jianlong Wang, Yingying Li, Dou Quan, Beibei Hou, Zhensong Wang, Haifeng Sima, Junding Sun

“…Deep learning methods have shown significant advantages in polarimetric synthetic aperture radar (PolSAR) image classification. …”
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Classification of the Topicality and Relevance of Evaluation Tools for VR Applications by Caroline Schon, Rong Huang, Hanna Hessenmüller, Simon Przybyl, Johannes Tümler

“…Virtual reality (VR) has emerged as one of the fastest growing technologies in recent years, offering transformative opportunities in various disciplines such as education, medicine and industry. …”
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Evaluating the Effectiveness of Dimensionality Reduction on Machine Learning Algorithms in Time Series Forecasting by Rida Zaheer, Muhammad Kashif Hanif, Muhammad Umer Sarwar, Ramzan Talib

“…The effectiveness of different dimensionality reduction methods is evaluated based on their ability to simplify data while preserving essential features. …”
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Electrical myocardial instability as a problem of modern therapeutic practice – the realities of prognosis (a literature review) by V. P. Ivanov, Yu. Yu. Shushkovska, O. I. Afanasiuk, A. Ye. Danylchuk, S. M. Silina

“…The aim of the study – to analyze the latest research to predict development of myocardial electrical instability on the basis of literature data. Materials and methods. An analysis of the literature sources which cover prediction methods of electrical myocardial instability development. …”
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THE COMPARATIVE ANALYSIS OF THE ULTRASONIC EXAMINATION AND Х-RAY MAMMOGRAPHY OF THE MEN WITH MASS PATHOLOGY IN THE MAMMARY GLAND PROJECTION by V. B. Akimova, D. V. Akimov

“…The calculation of operation characteristics of different research methods of the mammary gland and combination of these methods has been done. …”
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Addressing Temporal RSSI Fluctuation in Passive Wi-Fi-Based Outdoor Localization by Fanchen Bao, Stepan Mazokha, Jason O. Hallstrom

“…Within this model, we compare the performance of four data transformation methods that further dampen the effect of RSSI fluctuation—basic standardization (STD), Kernel Principal Component Analysis (KPCA), Transfer Component Analysis (TCA), and Semi-Supervised TCA (SSTCA). …”
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Diagnosis of Schizophrenia Using Feature Extraction from EEG Signals Based on Markov Transition Fields and Deep Learning by Alka Jalan, Deepti Mishra, Marisha, Manjari Gupta

“…In many studies, one-dimensional EEG signals are transformed into two-dimensional representations to allow for image-based analysis. …”
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Construction of Overexpression Vector with <i>TYR7523</i> Gene and Its Effect on Browning in <i>Macrocybe gigantea</i> by Jinyun Gao, Shuqing Song, Xinqian Liu, Zhuanlin Mo, Meihua Mo

“…In this study, an overexpression vector for the <i>TYR7523</i> gene was constructed and introduced into SCAU4 mycelium using an Agrobacterium-mediated transformation method. After three rounds of hygromycin resistance screening, successful transformants were identified through PCR amplification and validated by qRT-PCR analysis, confirming a 3.47-fold upregulation of <i>TYR7523</i> expression. …”
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Regulation of land use conflicts at indigenous peoples lands based on blockchain platform, russian arctic case study by A. V. Evseev, T. M. Krasovskaya, V. S. Tikunov, I. N. Tikunova

“…Territories of traditional nature use (TTNU) of indigenous population are among the most vulnerable to nature management conflicts of different origin: socioeconomic, ecological, institutional. …”
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Deep Learning-Based Object Detection Strategies for Disease Detection and Localization in Chest X-Ray Images by Yi-Ching Cheng, Yi-Chieh Hung, Guan-Hua Huang, Tai-Been Chen, Nan-Han Lu, Kuo-Ying Liu, Kuo-Hsuan Lin

“…Methods: We developed and tested our models using disease-labeled CXR images and location-bounding boxes from E-Da Hospital. …”
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Data trace as the scientific foundation for trusted metrological data: a review for future metrology direction by Zhanshuo Cao, Boyong Gao, Zilong Liu, Xingchuang Xiong, Bin Wang, Chenbo Pei

“…To this end, this article systematically reviews relevant core techniques and analyzes various detection methods across the different stages of the data lifecycle, evaluating their applicability and limitations in identifying data tampering, unauthorized access, and anomalous operations. …”
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Strain and Layer Modulations of Optical Absorbance and Complex Photoconductivity of Two-Dimensional InSe: A Study Based on GW0+BSE Calculations by Chuanghua Yang, Yuan Jiang, Wendeng Huang, Feng Pan

“…Based on the many-body GW method and the Bethe–Salpeter equation, we calculated the quasiparticle electronic structure, optical absorbance, and complex photoconductivity of 2D InSe from a single layer (1L) to three layers (3L). …”
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Forest as a biological asset - An accounting and tax perspective in the Czech Republic by Petra Hlaváčková, Jitka Fialová, Jiří Schneider

“…A comparative-analytical method was used to identify key differences in classification, valuation, and reporting practices. …”
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Effects of In Situ Electrical Pulse Treatment on the Microstructure and Mechanical Properties of Al-Zn-Mg-Cu Alloy Resistance Spot Welds by Shitian Wei, Xiaoyu Ma, Jiarui Xie, Yali Xie, Yu Zhang

“…This study introduces a novel in situ pulsed current-assisted resistance spot welding method, which differs fundamentally from conventional post-weld heat treatments and is designed to enhance the mechanical performance of 7075-T651 aluminum alloy joints. …”
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A modality separation approach for facial sketch synthesis by Kangning Du, Chaoyi Wang, Lin Cao, Yanan Guo, Wenwen Sun

“…Abstract The technology for face‐to‐sketch synthesis transforms optical face images into a sketch‐style format. …”
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Accuracy and cost comparison of 3D-printed guides in complex spinal deformity correction: direct vs indirect design by Wei Yang, Wei Yang, Wei Yang, Wei Guo, Wei Guo, Wen-Jun Wu, Rong Ma, Zemin Wang, Honglai Zhang, Wanzhong Yang, Zhaohui Ge, Zhaohui Ge

“…Among these techniques, patient-specific guides, which feature pre-defined and pre-validated trajectories, present an attractive solution for achieving precision in screw placement and osteotomies.MethodsCT scan data (DICOM format) from 10 patients with complex and severe spinal deformities were selected. …”
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